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An example of a portfolio of securities according to the Harry Markowitz model. Securities portfolio: assessment of profitability and risk Securities portfolio alm htm

Hello, friends! Good afternoon, dear subscribers and guests! Continuing a series of articles on investments and finance, today I want to open the topic "principles of forming a portfolio of securities", supplementing it with my reviews:

Well, in order to immediately get away from lyrical digressions, I'll start with the main thing!

How to form an investment portfolio?

So, you are planning to start investment activities, but do not know how to build a portfolio. At first, do not hurry... Before the direct formation of the case, conduct a simple market analysis. Your goal at this stage is identify a number of prerequisites for investment activities, namely:

Having disassembled everything on the shelves, again, do not rush to carry out the selection of shares for the investment portfolio. Decide on tasks, arrange priorities, select strategy case formation. This is not difficult. Understand that investment priorities are:

  1. Striving for maximum profit;
  2. Constant capital growth;
  3. Minimizing risks;
  4. Saving money.

Four steps to building a case

  1. Determine the type of assets for the purpose of acquisition (shares, bonds, etc.);
  2. Set an investment limit for each asset taken separately;
  3. Decide on the issuers of securities, according to the established goals and priorities;
  4. Set your investment threshold for securities owned by a specific issuer.

Goals and objectives in the formation of the case

Conservative portfolio

The goal is to reach a relatively low but stable income level with the utmost reliability and the ability to withdraw money with minimal risks. Task - keep investments from inflation... Smart conservatives invest in stocks with the maximum maturity and the possibility of multiplying profits.

Sage's briefcase

The goal is to have average, stable income with low risks... Investment objects - liquid government bonds and securities from the index S&P 500 in relatively small volumes.


Risks in this case increase, because with the change in the interest rate of government bonds, they are supplemented by unfavorable factors dictated by the change in the market value of blue chips. Experienced professional investors mitigate this risk by purchasing shares 6-8 high reliability issuers where the trading peak is clearly visible. All types of risks in this situation are balanced. The maximized earnings on corporate stocks represent a nice boost to the relatively modest yields on government stocks. The main factor here is the ability to sell assets with minimal losses, regardless of the period.

Moderate Conservative Portfolio

Target - to achieve maximum allowable growth investment cost with known investment terms with a chance of carrying out a strictly defined range of investments at risk. The main objects in this situation are securities of large industrial companies. Often, guided by this strategy, investors prioritize long-term investments in promising companies that are gaining momentum in the production of products and make intermediate reinvestments if they are confident in their choice, which in turn should bring the achievement of their goals closer. The main risk of a moderately conservative strategy lies mainly in change in the value of the share price.

The increasing risk of short-term collapses is reduced by increasing the investment period, as well as by liquid corporate shares of promising companies. Government bonds with a notoriously high price are usually conservative part case, other shares form revenue side... Entrepreneurs prefer securities with a low and average level of risk with good dividends.


As far as I know, the most sought-after papers are from energy companies, computer services corporations, software developers, and representatives of the semiconductor industry. They practically do not stop growing in price.

Long term businessman portfolio

The goal is to get significant increase in the cost of capital investments in the long term with a clear understanding of the investment term and the possible opening of positions with an increased level of risk and profitability. An example of this strategy is a period 2003-2005 year, for which the RTS index increased by almost 150% ... The index contained stocks of 22 large companies and part of government bonds. Guided by this strategy, investors assume the risks of losing the principal amount of their investments, but reduce the risks by increasing the investment term. Competent distribution of funds between specific shares guarantees that the main income will be provided by risky securities, and government bonds will increase liquidity.

When setting goals in the long term, it is difficult to exclude a significant risk of an average collapse in investment prices for corporate securities; it is offset by an increase in the investment period with a shift in interest in promising companies. Long-term corporate securities include shares from the index S&P 100... It is they who guarantee the maximum growth in capital investment. For insurance against risks, they usually use futures contracts: currency, shares. However, in order to apply such insurance, the investor needs to have a considerable amount of free funds in stock.

Aggressor's portfolio

Adrenaline lovers - an aggressive strategy. Target - maximize the growth of capital investments with the maximum acceptable level of risk... The rapid achievement of this goal is facilitated by the conduct of risky speculations that are not allowed by alternative strategies. Types of portfolio investments of an aggressive level - securities, futures contracts for which no valuation has been applied. High profitability is guaranteed by short-term or medium-term operations of a speculative plan, operating on the principle “ bought and expect».


Already risky transactions complicate the risks of trading floors and non-fulfillment of obligations by trading players. In order to somehow shift the risk downward, investors dramatically increase the investment period, shifting it towards conservative or moderate methods.

So, you have become familiar with the different types of cases. Now you know that minimizing risk is closely related to pool diversification... I believe all of the above approaches are appropriate with the correct allocation of funds, with the assumption of full responsibility for the actions taken. With a moderate strategy in mind, I personally buy technology and healthcare stocks. I prefer stocks of companies from the biotech industry and semiconductors and stocks of issuers from the index S&P 500.

Management stages

  1. Planning in the ratio of different assets, providing for the definition of securities of a conservative or aggressive type, followed by the correct choice of the option that satisfies the investor with interest;
  2. Compilation of a pool of investment instruments, which is based on the analysis of the level of profitability and the degree of risk for the securities under consideration;
  3. Regular market monitoring with an estimate of the value corresponding to the reaction to changes in the price of a separate part of the portfolio.

Selection of assets by profitability / risk

Assets guarantee income in the form of interest or growth in market value. Case yield it is customary to call a characteristic associated with a certain period of time of arbitrary length. In practical use, investors resort to standardized returns relative to a reference period of, for example, 1 month.

Profitability formula

  • RP- characteristic of the profitability of the case over time as a percentage;
  • W0- the price of the case at the initial stage in national currency;
  • W1- the price of the case at the final stage in the national currency.

A case management strategy is the preservation of harmony between two indicators: liquidity and profitability. The total amount of assets owned by the investor is closely related to the ability to manage and depends on the size.

Liquidity formula

LA= (Nbid * Nask) / (Pask / Pbid-1) ^ 2

  • LA- aggregated characteristics of the liquidity of shares;
  • Nbib, Nask- the average cost of buying / selling in dollars.

Security

This is the invulnerability of investments from various shocks in the stock market, which is complemented by indicators of stability and liquidity. Security can only be achieved at the expense of income and investment growth... The compilation of these indicators is guaranteed by a responsible approach to the selection of securities and frequent auditing. At risk it is customary to call the price expression of a potential event that can initiate losses.

In the world community, risks are usually classified, that is, divided into systemic and unsystematic risks.


Characteristics of fixed assets and assessment of profitability

In the conditions of the stock exchange, two types of assets are constantly circulating:

  1. Equity capital asset representing the owner's share of the property;
  2. Debt asset with a strictly fixed interest rate with a return.

A classical security, let's call it so, has multiple prices, each of which has a certain characteristic taken into account by an accountant, investor, expert analysts in the formation of courses. I'll tell you more about the prices.

Denomination- value, meaning the approved or nominal value, which is not a measure of measurement of certain properties, with the exception of the accounting sphere. In my opinion, this value is quite useless for an investor.

Liquidation- an indicator of what an enterprise can put up for auction in case of termination of activities. Following the common or auction price of the sale of shares at the best possible price with debt cancellation, there remains the amount that is considered to be the liquidation price.

Market price- an easy-to-calculate unit that represents the prevailing rate in the market, an indicator of how players estimate the value of an individual share. The multiplication of the characteristics of one share by the number of the volume presented in circulation, is market value of an enterprise.

Market price- the border beyond which the shares do not go to buy / sell. In practice, this indicator is set by trading in the conditions of the fund market, reflecting the actual nominal value at the maximum volume of transactions.

Fundamental characteristics of the stock - exchange rate, describing the relative value, which shows how many times the classic is more than the face value. The calculation is made according to the formula

  • K- share rate in national currency;
  • P- market price tag in national currency;
  • N- nominal price tag in national currency.

The index that oversees the average price of shares and securities in the aggregate of enterprises is usually called stock index... Experienced investors rely on it when assessing the health of the stock market and analyzing the reliability of their assets. Every self-respecting entrepreneur, for whom investing in stocks is the main vector of activity, has a personal financial plan, which I will discuss separately. As for the main indicators of shares that characterize the investment value, it is easily calculated using the formula

DA= (D / 100 + dK) * N

  • DA- percentage of dividends, depending on the amount of annual payments;
  • dK- change in the price of the course on a unit basis;
  • N- par price of shares in national currency.

Sometimes the rate of return is found for a strictly defined period of time. In this situation, the changes are calculated by the formula

DC= (P2-P1) / P1 * 100%

  • P1- market price for the initial period;
  • P2- market price for the final period.

Profitability characteristic - the initial value for calculating the total indicator of shares, which is purchase profit calculated by the formula

State of emergency= YES / P * 100%

Where P- market price in relation to the time of purchase of shares.

Real market rates for shares of various issuers differ from the actual price, as they are influenced by supply and demand on the stock market. As a result, the interests of investors in the market rates for the period of issue of shares of enterprises are practically not subject to fluctuations.

Cost of one security- an important indicator for every entrepreneur engaged in investment activities, as it is used in the development of an investment plan. Investment value Is another important criterion for a shareholder, because it indicates the price attributed to securities by investors.

Analysis and purchase of securities

The stock market is a giant, non-stop analytical engine, 24 hours a day. The success of your investment depends entirely on information about the past and future performance of the stock. Working in the international market, a businessman monitors the exchange rate, has the information he needs about what is happening in a particular world region. For example, if the US government approves a legislative restriction on the activities of cigarette manufacturing enterprises, this affects the cost of cigarettes in all regions of the world. If an oil rig explosion occurs in an African republic, oil futures take off overnight. it analytics- the ability to distinguish outdated irrelevant data from fresh news.

Old news feeds that have already initiated a course change are no longer relevant, but new data describing future growth are just planning to make a change. The task is to analyze the available information, applying our own methods, while at the same time taking part in a social survey among colleagues, as a result of which certain changes also occur, about them later. Newly emerging news feeds are fueled by struggles for profit. In light of this theory the market is a platform for investors to compete for up-to-date information... When nothing significant happens for a long time, the market goes into a quiet phase, with the emergence of a new movement dictated by an information impulse, it flares up again.

The best data allows for high quality analytics with the subsequent benefit from deviations of the exchange rate from the purchase level. By buying or selling, some investors deprive colleagues of the chance to benefit from the exchange rate difference, as if pushing the course towards the point of no return. The result of such a game is usually positive, because the indicators of profit and rates tend to constantly grow.

The general economic increase in the profits of firms and courses with a level playing field is growing. Unfortunately, in practice, this understanding of the situation does not in any way facilitate the activities of an entrepreneur. Making a radical decision to buy or sell is facilitated by confidence in the correctness of the actions taken.

For beginners, I recommend reading an article about the purpose of which is to answer the question of how to make money by buying and selling stocks in the conditions of stock markets. At the moment, the stock market is replete with information about enterprises, which is first obtained by analysts, then it is processed by journalists, and only after that it becomes available to beginner investors.

Details about news

The most important and significant news feeds, which contain information about the results of active work, mergers and the conclusion of fateful contracts, enter the stock market through official channels. In England, this issue is supervised by RNS- Office of the collection and regulation of information, owned by the London Stock Exchange. In the United States of America, this is a corporation. SEC- management of securities and stock exchange. Experts from these companies disseminate data on the basis of which investors make decisions. A news feed that influences stock prices and press releases are the main vectors of information that should be relied on in analytical activities with the subsequent adoption of the only correct and correct decision.

Unfortunately, the official source is the peak of the Empire State building in New York. Ordinary investors do not have access to the 150 floors stuffed with information. However, this does not mean that important information is always hidden.


It is distributed by firms and public relations organizations that investors trust as themselves. The specialists of these companies are engaged in organizing the provision of information to analysts and investors, who, in turn, process information in the periods between news feeds.

A bit of history

Reporters and managers of large investment centers appeared many decades ago. The analyst profession is a relative innovation. In America, analysts began to work fruitfully at the peak of Wall Street's glory, which fell on the 1920s. At that time, the analyst positions were held by specialists from the information collection and processing department. On the London Stock Exchange, the first analytical studies began in 60s of the twentieth century... Their audience grew as the number of brokerage firms and investment vector companies increased. Later, organizations specializing in management activities in the field of investment projects began to open their own departments for analytics and processing of information channels.

The job of a stock market analyst is to develop investment advice that is then used by clients and employers. Today work on NYSE prestigious and respected.

Analytics

As far as I know, there are two narrowly focused methods of processing information for a decision to buy or sell - analysis of a fundamental and technical nature.

  • At the heart of fundamental analysis is the study of the macroeconomic situation, the provisions of individual enterprises, securities with circulation in the market. The results obtained after fundamental analysis shed light on the questions about the most attractive financial instruments. The fundamental analyst knows at what point in time which stock or security to buy. This type of analytics is applied exclusively in strategic projects, where we are talking about large blocks of shares and securities.
  • Under technical analytics it is customary to understand the study speakers the cost of strictly defined financial instruments. Investors who are well versed in financial analytics, who are able to analyze the results of the interaction of supply and demand, live comfortably.

The main difference that can be observed between technical and fundamental analytics is detailed study of the financial situation of the enterprise... In practice, technical analysis specialists analyze the graphs of changes in the price of a single stock, on the basis of which they establish support and resistance levels, from which it follows an understanding at which level the price is more likely to go above or below the set level.

Personal opinion

I find technical analytics to be a more effective methodology., the analysis of the fundamental plan gives an understanding of the general market sentiment at the moment, because if the main indices go down, then you should not trade stocks against the market and buy long positions. Fundamental and technical methods of analytics are not mutually exclusive vectors and may well complement each other, but in practice it is customary to distinguish between analysts of these two areas.

Finally, I suggest you look at the 2006 record, where the general plan of action for compiling a portfolio of assets is explained competently and in just 5 minutes. These rules have not changed for decades and are still relevant today.

That's all I wanted to tell you about today. I hope everything was clear and simple! We subscribe to my blog, we are waiting for the release of new articles, we write everything that we think about the thoughts expressed in the articles.

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Stages of formation of a portfolio of securities

The money lost in short-term speculation is much less than the huge sums lost in investment. Long-term investors are the most gamblers: having made a bet, they often wait until they lose everything.

Adam Smith. Exchange - a game for money

Before talking about the formation of a portfolio of securities, it makes sense, apparently, to recall the main aspects of economic theory related to this topic. We will try to consider the issue with sufficient completeness, focusing primarily on non-professional economists and common sense, originally inherent in any economic activity. For a deeper and more detailed study of the formation of an investment portfolio and the problems associated with this, we can recommend the relevant literature. The material becomes most useful in the context of Internet information resources, which we have already discussed.

Investments for portfolio management purposes, it can be defined as an investment of certain (cash) funds today to obtain a possibly uncertain income tomorrow.

Investment portfolio- is the totality of all investments of an individual or legal entity, considered as a whole. At the same time, a portfolio can consist of a certain number of sub-portfolios: for example, an investor can have a portfolio of securities and a portfolio of assets.

In addition, there is a division of investments into direct (real) and financial. Direct investments- these are investments in fixed and working capital, land, real estate. Financial investments- these are investments in securities, foreign currencies, bank deposits, etc. But we have already spoken about this. In industrialized countries, most of the investments are financial investments, among which the main place is occupied by investments in securities. In countries with insufficiently mature economies, the bulk of investment is made in real assets. In general, direct and financial investments complement each other rather than compete.

The process of building a portfolio of securities includes five stages:

1) Determination of investment objectives.

2) Analysis of securities.

3) Formation of a portfolio.

4) Portfolio audit.

5) Assessment of portfolio performance.

The first stage is the definition of investment goals. All investors, both individual and institutional, when buying certain securities, strive to achieve certain goals. We have already talked about the goals and objectives of the investor. In terms of portfolio formation, these goals can be defined as:

Investment security;

Return on investment;

Increase in the cost of investments.

Under security refers to the protection of investments from shocks in the investment market and the stability of income generation. Safety is usually achieved at the expense of profitability and an increase in the cost of an investment, that is, these goals are to a certain extent alternative. The most reliable and safe are government securities, they practically eliminate the investor's risk (although 1998 demonstrates the opposite). More profitable

- securities of joint stock companies, although they carry some degree of risk. Investments in the shares of young high-tech companies are considered the most risky, but they may also be the most profitable in terms of capital gains (based on the growth of their market value). Sometimes the liquidity of investments is singled out as one of the investment goals. Liquidity is not necessarily associated with other investment goals, it only means the ability to quickly and break even for the owner of the circulation of securities in money. So, investment goals are determined by the type of investor and his attitude to risk.

A portfolio that corresponds to the investor's idea of ​​the optimal combination of investment goals is called balanced.

The priority of certain goals is determined by portfolio type. For example, if the main goal of an investor is to ensure the safety of investments, then in his conservative portfolio it will include securities issued by well-known and reliable issuers with high liquidity, low risks and stable average or low returns. On the contrary, if capital accumulation is more important for the investor, then preference will be given to aggressive portfolio consisting of high-risk securities of young companies. Conservative investors include many middle-aged and elderly people, as well as most institutional investors: investment and pension funds, insurance companies, etc.

The second stage in the formation of an investment portfolio is the analysis of securities. There are two main professional approaches to stock selection: fundamental analysis and technical analysis.

Fundamental analysis based on the study of the general economic situation, the state of the sectors of the economy, the position of individual companies, whose securities are traded on the market. This makes it possible to decide the question of which financial instruments are attractive, and which of those that have already been purchased must be sold. A distinctive feature of fundamental analysis is the consideration of the essence of the processes occurring in the market, an orientation towards establishing the root causes of changes in the economic situation by identifying complex relationships between various phenomena.

Technical analysis associated with the study of the dynamics of prices for financial instruments, that is, with the results of the interaction of supply and demand. Unlike fundamental analysis, it does not imply an examination of the essence of economic phenomena. This is a method of forecasting prices by studying the charts of the market movement for previous periods of time, exchange statistics data, identifying the trend of changes in the prices of stock instruments in the past and trying to predict the future price movements.

Fundamental and technical analysis do not exclude, but rather complement each other, but, as a rule, there are analysts who specialize in one method or another. Fundamental analysis is generally used to select the appropriate security, while technical analysis is used to determine the appropriate time to invest or modify an investment in that security. The development of computer technology makes it possible to use the rich information resources of the Internet for carrying out both fundamental and technical analysis of investments. Actually the issue of obtaining and using this information is devoted to most of our book.

The third stage is portfolio formation. At this stage, investment assets are selected for inclusion in the portfolio based on the results of the analysis of securities and taking into account the goals of a particular investor. At the same time, factors such as the required level of portfolio return, the permissible degree of risk, and the scale of diversification are considered. Quantitative criteria for the formation of an investment portfolio, taking into account these factors, have been developed within the framework of modern portfolio theory, which we will consider later.

The fourth stage is portfolio revision. The portfolio is subject to periodic revision (revision) so that its contents do not conflict with the changed economic environment, the investment qualities of individual securities, as well as the goals of the investor. Institutional investors audit their portfolios quite often, sometimes on a daily basis.

The fifth stage of the portfolio management process involves periodically assessing the portfolio's performance in terms of the income received and the risk to which the investor was exposed.

It should be borne in mind that all considerations regarding the formation of a portfolio of securities at the present stage operate within the framework of efficient markets theory. An efficiently functioning market is characterized by the following features:

Information is available to all investors;

Reasonable transaction costs;

Equal conditions for all.

Efficient market theory defines a market as efficient when "the price of a security is always equal to its investment value." Imagine a world in which:

All investors have free access to current information;

All investors are good analysts;

All investors constantly monitor market prices and adjust their positions accordingly.

In such a market, the price of a security will fairly accurately correspond to its investment value.

According to the theory, there are three main forms of market efficiency (the differences between them are determined by the way in which information is reflected in securities quotes):

1) Strong form: any information is available and reflected in the prices of securities, including the internal information of companies. In a strong market, there is no such thing as “internal” (insider) information.

2) Semi-strong form: all information available to the public about the company and securities is reflected in their prices.

3) Weak form: this form of the market assumes that the prices of securities reflect only the minimum, that is, their history (changes over the previous period of time).

In a weak market, it makes no sense to try to build any models of price changes based on information for the previous period, since prices do not sufficiently reflect the market situation.

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Let us highlight the general patterns reflecting the relationship between the assumed risk and the expected return on the investor's activities:

- more risky investments, as a rule, are characterized by a higher profitability;

- with an increase in income, the probability of its receipt decreases, while a certain minimum guaranteed income can be obtained with practically no risk.

Recall that investment portfolio Securities - a set of securities owned by an individual or legal entity or individuals or legal entities on the basis of equity participation, serving as an integral object of management. It can include both instruments of the same type (for example, stocks or bonds), and different assets: securities, financial derivatives, real estate.

The main goal of portfolio formation is to strive to obtain the required level of expected return at a lower level of expected risk. This goal is achieved, firstly, by diversifying the portfolio, that is, distributing the investor's funds between various assets (“Don't put all your eggs in one basket”), and, secondly, by carefully selecting financial instruments.

Note!

Modern theory and practice suggest that optimal diversification is achieved when there are 8 to 20 different types of securities in a portfolio. A further increase in the composition of the portfolio is impractical, since the effect of excessive diversification arises, which can lead to the following negative results:

- impossibility of high-quality portfolio management;

- purchase of insufficiently reliable, profitable, liquid securities;

- high costs of searching for securities (costs of preliminary analysis, etc.);

- high costs for the purchase of small lots of securities, etc.

The costs of managing an overly diversified portfolio will not give the desired result, since the portfolio's profitability is unlikely to grow at a higher rate than the costs due to excessive diversification.

The formation and management of a portfolio of securities is the area of ​​activity of professionals, and the created portfolio is a product that can be sold either in parts (they sell shares in the portfolio for each investor), or in whole (when the manager takes the trouble to manage the client's portfolio of securities). Like any commodity, a portfolio of certain investment properties can be in demand in the stock market.

For your information

There are many types of portfolios, and each individual holder adheres to his own investment strategy. The portfolio type is determined depending on the ratio of return and risk. At the same time, an important feature in classifying a portfolio is how and from what source it was obtained: due to the growth of the market value of a security or due to current payments - dividends, interest.

Depending on the source of income, a portfolio of securities can be a growth portfolio or an income portfolio.

The growth portfolio is formed from the shares of companies whose market value is growing. The purpose of the portfolio is to increase capital value along with receiving dividends. There are several types of growth portfolios.

Aggressive growth portfolio aims to maximize capital gains. This includes stocks of young, fast-growing companies. Investing in stocks is quite risky, but it can bring the highest returns.

Conservative growth portfolio the least risky, consists of the shares of large companies. The composition of the portfolio is stable for a long time, aimed at preserving capital.

Medium portfolio combines the investment properties of portfolios of aggressive and conservative growth. Along with safe securities, this includes risky stock instruments. At the same time, average capital growth and a moderate degree of investment risk are guaranteed. This is the most popular portfolio among risk averse investors.

The income portfolio is focused on obtaining high current income - interest and dividend payments. Several types of portfolios are also distinguished here:

- portfolio of regular income - formed from highly reliable securities and brings average income with minimal risk;

- portfolio of income securities - consists of high-yield corporate bonds, securities that bring high income with an average level of risk.

Growth and income portfolios are formed in order to avoid losses in the stock market both from a fall in market value and from a decrease in dividend payments.

When developing an investment strategy, it is necessary to take into account the state of the securities market and constantly evaluate the investment portfolio, timely purchase high-yield securities and get rid of low-yield assets as quickly as possible. Therefore, there is no need to try to cover all the variety of existing portfolios, it is only necessary to determine the principles of their formation.

Thus, the assessment of the investment portfolio is the main criterion for making strategic decisions on the purchase or sale of securities.

Portfolio return

A portfolio of securities is a collection of different securities, and its yield can be determined using the following formula:

Portfolio yield = (Cost of securities at the time of calculation - Cost of securities at the time of purchase) / Cost of securities at the time of purchase.

Example 1

There are two alternative portfolios A and B, in which 100 thousand rubles have been invested. One year later, the value of portfolio A amounted to 108 thousand rubles, portfolio B - 120 thousand rubles. Accordingly, the return on portfolio A will be 0.08, or 8% per annum ((108 thousand rubles - 100 thousand rubles) / 100 thousand rubles), and portfolio B - 20% per annum.

The expected return on the portfolio is understood as the weighted average of the expected values ​​of the return on the securities included in the portfolio. In this case, the "weight" of each security is determined by the relative amount of money directed by the investor to purchase this security. The expected return on the investment portfolio is:

R portfolio,% = R 1 × W 1 + R 2 × W 2 + ... + R n × W n,

where R n is the expected return on the i-th share;

W n - the specific weight of the i-th share in the portfolio.

Example 2

Suppose that the portfolio is formed from two shares A and B, the yield of which is 10 and 20% per annum, respectively (Table 1).

Table 1. Return on securities portfolio

The return, for example, of the first portfolio will be: R portfolio 1 = 0.1 × 0.8 + 0.2 × 0.2 = 0.12, that is, 12%.

Measuring portfolio risk

All participants in the stock market operate under conditions of incomplete certainty. Accordingly, the outcome of almost any securities purchase and sale transaction cannot be accurately predicted, that is, transactions are subject to risk. In general, risk refers to the likelihood of an event occurring. Assessing risk means assessing the likelihood of an event occurring. Portfolio risk is explained not only by the individual risk of each individual security in the portfolio, but also by the fact that there is a risk of the impact of changes in the observed annual values ​​of the return on one share on the change in the return on other shares included in the investment portfolio.

The overall portfolio risk consists of systematic risk (non-diversified / market / non-specific) as well as non-systematic risk (diversified / non-market / specific). Market risk is caused by common factors affecting all assets. The systematic risk of changes in indicators such as GDP, inflation, the level of interest rates, as well as the average level of corporate profit in the economy, is most strongly influenced by the systematic risk. Non-market risk is associated with the individual characteristics of a particular asset. This risk can be mitigated through diversification.

For your information

In developed markets, to eliminate a specific risk, it is enough to make a portfolio of 30-40 assets. In emerging markets, this figure should be higher due to high market volatility.

In order to determine the risk of a portfolio of securities, first of all, it is necessary to determine the degree of interconnection and the direction of change in the yields of two assets. For example, if the price of one security goes up, then the rate of another security also grows, and vice versa, price movements are multidirectional or completely independent of each other. To determine the relationship between securities, indicators such as covariance and correlation coefficient are used.

Covariance- interdependent joint change of two or more signs of the economic process. Covariance is used to measure the degree of joint volatility between two securities, such as a stock.

The covariance index is determined by the formula:

Cov ij = ∑ (R the yield of the i-th share - R the average yield of the i-th share) × (R the yield of the j-th share - R the average yield of the j-th share) / n - 1,

where n is the number of periods for which the profitability of the i-th and j-th shares was calculated.

Example 3

Let's determine the value of covariance for two securities A and B. In table. 2 shows data on the yield of securities.

Table 2. Profitability of securities A and B

Yield A

Yield B

R average stock return

R is the average return on the i-th share = 0.1 + 0.16 + 0.14 + 0.17 / 4 = 0.1425, or 14.25%.

Cov ij = ((0.1 - 0.1425) × (0.12 - 0.1475) + (0.16 - 0.1425) × (0.18 - 0.1475) + (0.14 - 0 , 1425) × (0.14 - 0.1475) + (0.17 - 0.1425) × (0.15 - 0.1475)) / 4 = 0.0004562.

Let us analyze the influence of the correlation coefficients (Cor) included in the securities portfolio on the portfolio risk.

For your information

Correlation is a mathematical term for a systematic and conditional relationship between two sets of data.

In the stock market, it is customary to consider the correlation (interdependence) of different stocks, or stocks and indices. It is believed that Russian stocks are highly correlated, that is, at a certain point in time, all stocks move in the same direction. The correlation coefficient ranges from -1 to +1. A positive value of the coefficient indicates that the profitability of assets changes in one direction when the market conditions change, while a negative one - in the opposite direction. If the coefficient is zero, there is no correlation between asset returns.

The correlation indicator is determined by the formula:

Cor = Cov ij / (δ i × δ j),

where Cov ij is the covariance of the profitability of the i-th and j-th shares;

δ i is the standard deviation of the profitability of the i-th share;

δ j is the standard deviation of the return on the j-th stock.

Variance is the squared standard deviation, calculated by the formula:

δ 2 = ∑ (R share return - R average share return) 2 / n - 1.

Thus, the standard deviation is the square root of the variance.

In general, using the correlation data, we can draw the following conclusions:

1) the lower the correlation coefficient of the shares in the portfolio, the lower the portfolio risk, therefore, when forming the portfolio, it should include the shares that have the least correlation;

2) if the correlation coefficient of the shares in the portfolio is +1, then the portfolio risk is averaged;

3) if the correlation coefficient of the shares in the portfolio is less than +1, then the portfolio risk decreases;

4) if the correlation coefficient of the shares in the portfolio is -1, then you can get a portfolio without risk.

For your information

The principle of building a portfolio of securities, in which risk reduction is achieved by including a large number of different stocks in the portfolio, is called diversification. The founder of this theory is Harry Markowitz. In 1952, the American economist G. Markowitz (in the future, the Nobel Prize in Economics (1990)) published a fundamental work, which until now is the basis of the approach to investment from the point of view of the modern theory of portfolio formation. Diversification of Markowitz- This is a strategy to reduce risk as much as possible while maintaining the required level of profitability; it consists in choosing those assets, the returns of which will have the least possible correlation.

According to G. Markowitz's theory, when justifying a portfolio, an investor should be guided by the expected return and standard deviation. Intuition plays a decisive role in this. Expected return is viewed as a measure of the potential reward associated with a particular portfolio, and standard deviation as a measure of risk associated with a given portfolio. At the same time, an important assumption is made that the investor, under all other conditions, will prefer high returns if two portfolios with the same standard deviations are given. If the investor has to choose between portfolios that have the same level of expected return, then preference is given to a portfolio with minimal risk, that is, in fact, getting more income with a minimum of possible deviation.

Markowitz's theory was a huge step towards the creation of the Capital Asset Pricing Model (CAPM). The asset pricing model describes the relationship between risk and the expected return on assets. Relationship between risk and return according to the long-term asset valuation model is described as follows:

D = D b / r + β × (D p - D b / r),

where D is the expected rate of return;

D b / r - risk-free rate (income);

D p - the profitability of the market as a whole;

β - coefficient beta.

The main idea of ​​the CAPM is that investors should receive 2 types of compensation: for time (time value of money) and for risk. The value of money over time is represented by the risk-free rate and is the compensation to the investor for placing funds in any investment for a certain period of time.

Note!

Risk-free income is usually measured at government bond rates, since those are virtually risk-free. In the west, the risk-free income is about 4-5%, while in our country it is 7-10%. The overall market return is the rate of return for that market's index. In the USA, for example, the S&P 500 index, and in Russia - the RTS index.

The remainder of the formula represents compensation for the additional risk that the investor has assumed. Here, the measure of risk is the beta coefficient, which compares the return on the asset with the market return for the period, as well as with the market premium.

Coefficient betadetermined by the formula:

β = Сr х × δ х / δ

or β = Cov x / δ 2,

where Cox is the correlation between the yield of a security x and the average level of yield of securities in the market;

Cov x - covariance between the yield of a security x and the average level of yield of securities in the market;

δ х is the standard deviation of the yield for a particular security;

δ is the standard deviation of returns on the securities market as a whole.

The risk level of individual securities is determined based on the following values:

β = 1 - average risk level;

β> 1 - high level of risk;

β < 1 — низкий уровень риска.

A stock with a large beta (β> 1) is called aggressive, a stock with a low beta (β< 1) — защитными. Например, агрессивными являются акции компаний, чьи доходы существенно зависят от конъюнктуры рынка. Когда экономика на подъеме, агрессивные акции приносят большие прибыли. Например, акции автомобилестроительных компаний являются агрессивными. Инвесторы, ожидающие подъема экономики, покупают агрессивные акции, обеспечивающие больший уровень доходности в условиях растущего рынка, чем защитные. Акции компаний, чья прибыль в меньшей степени зависит от состояния рынка, являются защитными (например, акции компаний коммунальной сферы). Доходы таких компаний сокращаются в меньшей степени в условиях экономического спада. Поэтому использование защитных акций в периоды кризисов позволяет инвестору извлечь большую прибыль в сравнении с агрессивными акциями.

For a portfolio of securities, β is calculated as a weighted average β - the coefficient of individual types of investments in the portfolio, where their share in the portfolio is taken as the weight. Thus, the more relaxed the portfolio, the greater the β indicator, and therefore, the income should be higher, and vice versa.

Consequently, the CAPM model demonstrates a direct relationship between the risk of a security and its return, which allows it to show fair returns in relation to the existing risk and vice versa.

Example 4

Let us determine the value of the coefficient β for security A. In table. 3 shows data on the profitability of the security and the entire market for nine years.

Table 3. Profitability of securities A and B

Return on stock A, (R n,%)

Market return (R,%)

R average yield

Market yield variance:

δ 2 markets = ((5 - 6.7) 2 + (-4 - 6.7) 2 + (-2 - 6.7) 2 + (4 - 6.7) 2 + (9 - 6.7) 2 + (7 - 6.7) 2 + (12 - 6.7) 2 + (14 - 6.7) 2 + (15 - 6.7) 2) / 9 - 1 = 44.5.

Sample covariance coefficient of stock and market returns:

Cov = ((3 - 4.8) (5 - 6.7) + (-2 - 4.8) (- 4 - 6.7) + (-1 - 4.8) (- 2 - 6.7 ) + (2 - 4.8) (4 - 6.7) + (6 - 4.8) (9 - 6.7) + (5 - 4.8) (7 - 6.7) + (8 - 4.8) (12 - 6.7) + (10 - 4.8) (14 - 6.7) + (12 - 4.8) (15 - 6.7)) / 9 - 1 = 31.42 ...

Β coefficient for security A:

β = 31.42 / 44.5 = 0.706.

The obtained result suggests that if next year the market's profitability grows by 1%, then the investor has the right to expect an increase in the share's profitability by an average of 0.706%.

Thus, the totality of various securities belonging to the investor forms a securities portfolio, the formation of which is aimed at providing an optimal combination of profitability (profitability), reliability and liquidity of securities. And constant monitoring and assessment of the risk of a portfolio of securities will allow the investor to increase the return on investment.

The essence of portfolio investment is the distribution of investment potential between different groups of assets. Portfolio investment allows you to plan and monitor the results of investment activities. Typically, a portfolio is a set of corporate stocks, bonds with varying degrees of risk, securities with a fixed income guaranteed by the government, which means that with minimal risk of loss of invested funds and income.

Large banks form their investment portfolios as follows: about 70% are government securities, about 25 - municipal, 5% - others. Small banks adhere to a more cautious strategy and form their portfolio mainly at the expense of government and municipal securities as the most reliable and highly liquid.

When forming an investment portfolio, they adhere to the principles of safety of investments, stability of income and liquidity of investments (the ability to quickly and without loss turn them into cash).

However, none of the securities has all these properties at the same time. A compromise is needed here, since the most promising investments from the point of view of earning income are at the same time the most risky, and the safest ones bring low returns. The main goal in the formation of a portfolio is to achieve the optimal ratio of risk and return for the investor. This problem can be solved by using the principles of diversification and sufficient liquidity.

Principle sufficient liquidity consists in the fact that in the portfolio it is necessary to have a certain share of quickly realizable assets, sufficient to fulfill obligations to clients and to complete the emerging highly liquid transactions.

The main advantage of portfolio investment is the ability to use it to solve specific investment problems: to provide income and a quantitative ratio of profit and risk. To do this, it is necessary to improve the already formed portfolio and find the best options for new ones.

The balance between the existing risk of investing in securities and the expected return is achieved using different types of portfolios: portfolio of income, portfolio of growth and portfolio of growth and income (Figure 10.11).

Rice. 10.11.

Income portfolio focused on the primary receipt of high current income through dividends and interest. It is formed from highly reliable stock market instruments. Distinguish portfolios:

  • regular income - formed from highly reliable securities, capable of generating an average income with a minimum level of risk;
  • profitable securities - consists of high-yield securities that bring high income at an average level of risk.

Growth portfolio is focused on the predominant growth in the market value of the securities included in it and is divided into portfolios by its investment properties:

  • aggressive growth - focused on maximum capital growth; it may include risky stocks of young fast-growing companies that bring high income;
  • conservative growth - aimed at preserving capital; consists of shares of large and well-known companies with low sustainable growth rates of market value;
  • medium height - the most common; typical for risk-averse investors. Combines the investment properties of portfolios of aggressive and conservative growth.

Growth and income portfolio. Any of the portfolios listed above is not a homogeneous aggregate and may include securities with other investment properties, so a portfolio of growth and income can be formed. This portfolio is created in order to insure the investor against possible losses in the event of a fall in the market value of securities and low dividend or interest payments. The growth and income portfolio consists of two parts: one contains the financial assets that provide their owner with the growth of capital value, and the other contains income.

When classifying a portfolio, one should take into account the investment qualities inherent in securities placed in a particular portfolio: liquidity, tax exemption, industry and regional affiliation.

Portfolio liquidity means the possibility of its transformation into cash without loss of value. This is done through a money market portfolio that includes primarily cash or fast-moving assets (short-term securities).

exempt from tax, contain mostly government debt, which is usually capital-safe and highly liquid. In particular, before the default in August 1998, GKOs were the most reliable and most attractive securities for investors, bringing in relatively high returns.

Portfolio management. As the world experience shows, the higher the risks in the securities market, the higher requirements are imposed on the portfolio manager. The portfolio type also corresponds to the type of management - active or passive.

Passive control consists in the purchase of securities for a long time. This is a relatively new direction in investment activities. Until the mid-1960s. investors were looking for mispriced stocks. Certain features of a passive strategy were the long-term purchase of securities of reliable blue chips (shares of reliable, first-class companies). The concept of broad diversification and passive management has not been used in practice.

This changed in the 1960s when Markowitz's concept of portfolio selection became common knowledge and the market efficiency hypothesis was introduced. In the early 1950s. Harry Markowitz proposed a mathematical model for choosing the optimal portfolio. An efficient market was recognized as a market in which the price of each security is always equal to its investment value - the cost of the security at the moment, taking into account the prospective estimate of the price of demand for it and its income in the future.

The essence of passive management is that the investor chooses a certain indicator as a goal and forms a portfolio, the change in the profitability of which corresponds to the dynamics of the indicator movement. The target chosen is usually a highly diversified market index. Therefore, passive management is called indexed, and the passive portfolios themselves are called index funds. The first national stock index fund was launched in the United States in 1971, and hundreds of billions of dollars are now invested in national and international stock and bond index funds. Individual investors have also come to favor index funds.

Passively managed portfolios have evolved into one of the fastest performing investment products offered by many mutual funds.

An example of a passive investment strategy is the even distribution of funds between securities with different maturities (ladder method) and polar urgency (barbell method).

The ladder method consists in buying securities of various maturities within the banking investment horizon.

For example, a bank plans to have an investment portfolio with a five-year horizon. He divides the amount allocated for investment into five equal parts and buys one-year, two-year and other securities, and after the redemption of one-year securities, the released amount is again invested in five-year securities, etc. As a result, the bank will constantly have an average rate of return on investment.

The essence of the barbell method is that the bulk of funds is invested in short-term and long-term securities, and only a small part in medium-term securities: short-term ones provide liquidity, while long-term ones usually bring higher returns.

Active management has many approaches, but any active management includes the search for incorrectly priced securities or their groups. Accurately identifying and skillfully buying or selling these chain securities enables the active investor to get better results than the passive ones. At the same time, the commission charged by active managers, as a rule, is significantly higher than that of passive ones, and higher with active management and transaction costs. All this allows proponents of passive management to argue that they get better results than active managers.

However, despite the rapid growth of assets that are managed by passive managers, the majority of national and international portfolios of stocks and bonds use active management methods.

Large institutional investors, like pension funds, choose medium management: they use the services of both passive and active managers.

As for Russian practice, portfolio investing has not yet become a "norm of life", since the securities market is still being formed, there are no normal statistical series for most financial instruments, no historical statistical base, which prevents the widespread use of classical Western methods. However, many banks and other institutional investors are setting up portfolio management departments.

  • Cm.: Investments. M.: INFRA-M, 2001.
  • Cm.: Usoskin V.M. Modern commercial bank. M .: Vasar-Ferro, 1999.
  • Cm.: Sharpe W.F., Alexander G.J., Wayley D.W. Decree. op.

Investing represents an advanced functional approach to money. The opportunity for financial investment has revolutionized the basic model of earning income - to earn more, you need to work harder and better. The growth of finances is also facilitated by their competent redistribution and long-term investment.

Investments are distinguished in the financial market direct or portfolio... Direct implies participation in the statutory capital of the enterprise in order to obtain increased income in the future. Most often, direct investors are: the management apparatus, trustees headed by the founder. When an enterprise starts to generate income, it is distributed among direct investors in proportion to the contribution of each.

Portfolio investing involves the purchase of securities. Each has a certain initial cost and investment attractiveness and begins to generate income for the owner according to a pre-developed schedule for receiving dividends.

Portfolio investment is considered a more advanced and safer way of long-term investment, so it needs to be considered in more detail.

What is a portfolio of securities? Concept, formation, methods of portfolio investment management

A portfolio of securities provides investment characteristics that cannot be achieved from the position of owning a single security.

In essence, a portfolio is a capital invested in assets, which should generate income, but has potential risks. With insufficient or irrational management, the percentage of income falls, and the likelihood of risks and large financial losses increases.

The portfolio can be managed directly by the owner, or by an expert stock market intermediary. This is a common practice, often experts in the consulting and financial environment organize entire investment funds, trusts and hedge funds, and ordinary entrepreneurs who are just looking at investing cannot sufficiently assess the risks and bonuses of portfolio investment, since “they don’t cook in this boiler ".

When it comes to choosing a fund intermediary, the credibility of the fund agency, the size of the commission for services and the credibility of a particular consultant play a key role.

Portfolio management: concept, strategies, risks

The investment portfolio management process can be defined as the sum of the owner's investment resources, analysis and forecasting tools, and strategies for responding to changes in the stock market.

Today it is a common practice in European countries to give gifts for a wedding or the birth of a child, not toys, equipment, cash, but securities. In a relatively stable economy, an investment package is considered the most reliable way to ensure regular passive income in the future.

The most popular way to mitigate risks without resorting to second-tier investing or hedging is through smart diversification. Diversification- investing in various assets. This approach is based on the fact that the management of a package of securities can begin with the correct distribution of investments in various areas and industries. The market for all goods and services cannot collapse at the same time. This diversified distribution of stocks helps to ensure the portfolio's return in any unpredictable market situation.

Defining investment objectives

This is the first stage of portfolio management, it precedes the purchase of stocks, options, bonds. Investment objectives correlate with the importance of each criterion in portfolio management. The main criteria for portfolio management are considered profitability, liquidity and risk.

Profitability and investment safety are the main key objectives of portfolio management. But the proportion of safety and profitability often redistributes the deep investment goals and the category of the investor.

Most often, the achievement of "invulnerability" of the invested capital is ensured by the purchase of an investment with a low profit.

The expected return on a portfolio is calculated based on the return on all of its assets.

The liquidity of the investment portfolio also matters. It is determined by how quickly, if necessary, you can turn securities into real money, whether you can withdraw your statutory share or resell securities.

Securities that can be converted into cash in up to two weeks are considered highly liquid. Sometimes for low-liquid securities (with the term liquidity for more than six months), the highest rate of return, or "liquidity premium", is calculated. This means the following: for an investment that cannot be taken back, the highest percentage of income is accounted for.

Investment portfolio formation

After defining investment goals, you can begin to form and manage your portfolio of securities.

A portfolio of securities can be combined with assets from different industries in different proportions:

  1. Newcomers to investing often form a purely conservative block of shares, which almost 100% guarantees the safety of capital, but does not provide tangible profit. These are mainly government bonds or blue chips of large corporations. The latter are stocks of reliable, highly liquid companies with a high reputation and a stable dividend payout schedule. The term migrated to the stock environment from casinos, where blue chips have the highest value in the game.
  2. More risky, but also a profitable portfolio option - balanced from highly liquid reliable shares and second-tier securities.
  3. The third option is most suitable for short-term investment, it involves the purchase of rather risky securities, but with the likelihood of huge returns. Such a portfolio, in addition to classic stocks and bonds, often includes options and default swaps.

Portfolio strategies

In the stock market, the expression is used: “Investing is when money is not working, but fighting, and it is the portfolio management strategies that decide whether the money comes back victorious or perishes forever.”

The fundamental importance of proper investment portfolio management is underestimated by many. But it is important to understand that investing is not a lottery or gambling. It is very rare for a risky investment to actually generate real super profits. But history also knows such happy accidents: as an optimal example, we can recall the cult movie hero Forest Gump and his joint investment with the captain in the Apple Company. But in the real financial world, the reliability of investments is most often clearly correlated with their low return on investment and vice versa.

Distinguish between active and passive strategies. There is also a list of alternative strategies, but they can be classified into one of these main categories.

Active strategy- the best management option in a dynamic, in places unstable market. Most often, active management is the prerogative of stock intermediaries or investors themselves, who have the opportunity to clearly analyze the index data of rating agencies and carry out a prompt resale or purchase of securities.

Passive style management is admissible in more or less permanent market segments. The basic principle of a passive strategy is “buy and hold”. The investment horizon of passive investors does not include SWAP analyzes or includes them only at the time of purchase, does not imply the purchase of additional financial instruments.

The main forms of active portfolio management

The basis of active management is considered to be its frequent revision, the refusal of shares that no longer meet the stated requirements for payback. The key to high-quality active management is the ability to accurately predict the likelihood of changes in the stock market and the prices of financial instruments. If the participants in active strategies are most often banks, investment funds, stock intermediaries and other "big fish" of the stock market, they often resort to predictive, guerrilla, and sometimes manipulative methods.

Often, active portfolio management involves the use of the “swap” method. A swap is a transaction that includes a cash purchase and sale of assets with the simultaneous conclusion of counterpoints on a specific line. This is a multi-instrumental method. There are both currency and gold swaps. But this does not negate the fact that, thanks to swapping, multimillion-dollar fraud became possible, which, however, were carried out within the framework of the law. Let's take an example of active portfolio management. The manager owns, say, 40% of the shares of the small industrial company Shurupchik. He plans to abandon them. He can resell them or take his part of the capital. He calculates the risks that he can create for Shurupchik by taking his share of the capital. Let's say he predicts a fall in the value of the rest of the firm's shares by more than 8%. Before giving up the shares, the manager sends an agent to some bank to buy swaps for a certain amount, with the expectation that in the next six months Shurupchik's shares will fall by less than 5%.

If we talk about the management of a bank's portfolio of securities, then we can only talk about an active strategy. First, the banking sector itself implies the participation of all its dealers in active financial activities. The investment policy of great banks is based on increasing profits and eliminating risks.

A common security in the banking sector is a bond. This is a kind of bank IOU. The bank issues bonds, clients buy them up and expect to pay off their value with interest within a specified period. The bank can insure itself against financial losses in an insurance company, but this implies monthly insurance payments, that is, additional financial losses. Also - with the flourishing of the lending market, with the growth of the risk of unpaid loans - the management of the bank's securities portfolio includes more and more instruments in order to hedge unwanted risks.

This is where synthetic CDO bonds, or second-tier bonds, enter the arena. That is, the paper on the likelihood. The bank issues another bundle of bonds, which are sold between second-tier investors. Holders of synthetic bonds receive periodic payments from the bank or other holder of credit protection for agreeing to assume the credit risk of the bank.

In 2000, the synthetic bond market ballooned to the point that banks issued Level 5 bonds.

The main forms of passive portfolio management

The passive management style is applicable only in markets with a level of reliability above average and in markets where assets have a high degree of efficiency. The high efficiency of assets means that they quickly and clearly react to the usual changes in the market environment, and these changes can be figured out by the investor himself without the help of financial intermediaries.

A passive investor cannot count on double excess profits, but with the correct analysis of the assets being purchased, a fair return on own shares can be expected. Although passive models of portfolio management do not imply high returns, they also do not incur additional losses: commissions to intermediaries, expenses for notaries, representatives, transportation costs, which is inevitable with active strategies.

In long-term investments, a passive management method is very advisable. Portfolio management practices as part of a passive strategy often include indexing. This is one of the most intelligent passive management tools. As you know, the investment market is not a secret door, the transparency of information is ensured at the proper level. Indexing is a kind of reflection of the securities market. The investor, based on the analysis of data from rating agencies, compiles a portfolio of stocks of companies that have an even index. This simple strategy is called "buying the market"

Most often, passive strategies are chosen by small companies or individuals to accumulate and increase their savings.

Assessment of the relationship between profitability and investment risk

The return on an investment portfolio depends on the securities included in it and the share of each in the portfolio structure. In fact, the return and risk of a portfolio is the arithmetic average of the return and risk of its constituent securities.

Risk is the determination of any kind of deviation from the expected event. The indicators that are the main measures of risk are standard deviation and variance. The first is also called “volatility”. The measure of risk can be determined based on data on previous investment returns. If the issue of investing in the assets of a newly created enterprise is being considered (when there is no data on previous periods of profitability), then the risks of such securities are almost impossible to determine.

But proper risk management of a portfolio of securities begins with their diversification. If the likelihood of risk is still high, you can spend some of the money on hedging or insurance.

Models of formation of a portfolio of securities

Markowitz model focused on acquiring higher profit margins. The main method of countering risks within the framework of this model is the principle of diversification, that is, the distribution of investments in different areas.

Portfolio management by Harry Markowitz is based on the analysis of random variable variants and expected mean values. This model was invented half a century ago, but is still relevant. Its disadvantage is that a lot of relevant and reliable information is needed to perform calculations on the model.

CAPM model belongs to the American economist James Tobin. His portfolio management model emphasizes market structure rather than portfolio structure. Tobin allows the use without risky, short-term assets, even synthetic options. But the author of the model recommends combining them with long-term, reliable securities, such as bonds or blue chips. Risk calculations Tobin advises to carry out only short-term investments with dubious reliability.

The index is also used. Sharpe's model. The principles of portfolio management behind the Sharpe model are considered under a slightly different key. The model also comes from America and is considered the newest. Today, the largest banks and stock companies use this model when assessing the effectiveness of an investment portfolio. If prior to Sharpe, investment management specialists tried to complicate the models, then Sharpe dared to simplify the calculations as much as possible, without neglecting the accuracy of the forecasts. He suggested using the index regression analysis method to reduce the complexity of the portfolio analysis process.

The practice of trust management of investments in the United States and in Russia

Trust management of a portfolio of securities implies participation in the selection, purchase and management of securities of a qualified financial intermediary.

Trust funds, investment funds, exchange intermediaries, etc. conduct large-scale research of the stock market, develop skills for years to predict trends for the growth or decline of its individual segments, hone professional intuition, thanks to which they can best implement the correct methods of portfolio management.

In addition to individuals, assistance from intermediaries in investing is also ordered by large firms that also have their own financial specialists, but for competent investment they prefer to get the help of a person from an expert environment.

In the countries of the Anglo-American economic and legal system, the main form of mediation between investors and clients is trusts(from the English Trust - trust). In America, trust activities, in addition to funds, are also carried out by large banks.

In our country, trust management of the clients' securities portfolio is also carried out by some banks licensed by the Bank of Russia. Trust management is legally regulated by the Law on the Securities Market and Chapter 53 of the State Code of the Russian Federation.

Portfolio management strategies involve investing at the highest level. Portfolio management as a category appeared almost simultaneously with the inception of investment. Over the hundreds of years of investment management's existence, several dozen strategies, models and management principles have emerged. The development of corporate, public and private investment would not be so rapid without the right management technologies.