2. Techniques Of Analysis
⢠There are 3 modern techniques of Analysis:
â Regression Analysis
â Trend Analysis
â Decision Tree Analysis
3. Regression & Correlation Analysis in
Forecasting Revenues & Expenses
Regression Analysis
Linear Regression- Relationship between two variables
Multiple Linear Regression- Relationship of Several
Variables
Correlation analysis- Goodness of fit between these
variables
4. Regression equations are built upon the relationships such as:
⢠Relationship between external economic variables & company
analysis (e.g. Sales), internal company variables & external
industry variables.
⢠Relationship among: industry (e.g. Benchmark EPS) , economic
(e.g. GNP), firm variables (e.g. Cost of funds) & company
expenses.
⢠Correlation acts as a specific measure of the explanatory power
of a regression equation.
5. Trend Analysis
⢠Tries to predict the future movement of a stock based on past
data.
Decision Trees
⢠A decision tree is a graph that uses a branching method to
illustrate every possible outcome of a decision
6. Problem Areas In Implementation Of Newer
Techniques
Regression Analysis
⢠Need to develop plausible economic relationships between
variables.
⢠Isolating key explanatory variables - time consuming process.
⢠Requires understanding of the firmâs mode of operation and
structure & performance of industry.
7. Alternative Stock-Selection Techniques
Active Equity Management
⢠Growth Stock Approach- a company whose earnings are
expected to grow at an above-average rate compared to its
industry or the overall market.
⢠Undervalued Stock Approach- companies that have either
high dividend yields, and low price earnings ratio.
⢠Small Capitalization Approach- investment in smaller
companies that have potential to grow.
8. ⢠Market Timer Approach- it varies the proportion
of certain types of stock in portfolio depending
on where he views the stock market to be at
particular time.
Passive Equity Management
⢠Buy And Hold Approach To Stock- an investor
buys stocks and holds them for a long period of
time, regardless of fluctuations in the market.
9. Price-Earning Ratio
⢠Defined as a closing price of the stock divided by
reported earnings.
⢠P/E ratio is primarily determined by the riskiness of
the firm and the rate of growth in its earnings.
⢠Low P/E ratio is associated with low earnings and
cyclical businesses and vice-versa.
10. Projecting Dividends
⢠The projected earning per share is multiplied by the
payout ratio to arrive at projected dividends.
⢠Payout Ratio = Dividends per Share (DPS) / Earnings
per Share (EPS)
⢠Also known as dividend payout ratio.
Hinweis der Redaktion
Able to link internal & external variables , revenue & expenses & other complex interrelationships.
Regression Analysis
Degree of Correspondence between two ârealâ variables
Regression helps to establish functional relationship between two variables.
Correlation explains : How well the Independent Variable âexplainsâ the Dependent Variables in the Regression Equation.
Trend Analysis
Examine behaviour of economic series over a period of time i.e. one ârealâ variable which is being regressed over a period of years.
Trend analysis is based on the idea that what has happened in the past gives traders an idea of what will happen in the future. Trend analysis is helpful because moving with trends, and not against them, will lead to profit for an investor.Â
Decision trees:-
It overcomes the criticism of traditional approaches:
Based on subjective analysis & resulted in a point estimate.
Did not carry, formal measurement of probability.
Lacked objective measurement of quality.
It assesses the alternative actions & probabilities existing in an investment environment.
It multiples various independent outcomes & their probabilities w.r.t the desired sequence of occurring
Relation is after examination of past data, Economical rational to explain logical relationship, Application & Testing of Variables.
develop
Growth stock approach- companies who have above average earning growth over a period of time will tend to produce stock values that will lead to above average return for investor.
A lower payout ratio is generally preferable to a higher payout ratio, with a ratio greater than 100% indicating the company is paying out more in dividends than it makes in net income.