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Hypothesis Testing

Hypothesis testing is a statistical process that involves making a tentative statement, called a hypothesis, about a population and then testing whether the available evidence supports or refutes that hypothesis. Key Concepts: Steps: Example: To test the hypothesis that the average height of women is 160 cm, you collect data from a sample of women […]

3 mins read

Stepwise Regression

Stepwise regression is a sequential model building technique used to build a linear regression model. It involves a series of steps to identify and select the most relevant independent variables for predicting the dependent variable. Steps: 1. Identify potential independent variables:– Examine the data and identify variables that are potentially related to the dependent variable.- […]

2 mins read

Interpolation

Interpolation is a mathematical technique that estimates missing data points in a function or set of discrete data points. It involves finding a smooth curve or line that best fits the existing data points and then using that curve or line to estimate the missing points. Types of Interpolation: 1. Linear Interpolation:– Estimates missing points […]

2 mins read

Market Risk Premium

The market risk premium (MRP) is a statistical measure that quantifies the extra return that investors require for holding investments in a particular market compared to a risk-free asset. It is the difference between the expected return on an investment and the risk-free return. Formula: MRP = E(r) – Rf where: Interpretation: The MRP is […]

2 mins read

Fundamental Analysis

Fundamental analysis is a type of investment analysis that focuses on analyzing the intrinsic value of companies, industries, and the overall market. Investors who use fundamental analysis believe that the stock market is efficient and that prices reflect all available information. Key Principles of Fundamental Analysis: 1. Intrinsic Value:– Assessing a company’s true worth based […]

2 mins read

Macro Environment

The macro environment refers to the overall economic and societal conditions that influence the behavior of individuals and businesses. It includes factors such as: Economic Factors: Political Factors: Social Factors: Technological Factors: Other Factors: Impact on Business: The macro environment can have a significant impact on businesses by influencing consumer spending, investment, and overall economic […]

2 mins read

Fundamentals

Definition: Fundamentals are the basic principles and concepts that underlie a particular subject or field of study. They provide a foundation for further learning and understanding. In accounting, for example, fundamentals include accounting principles, financial statements, and accounting equations. Key Fundamentals: 1. Accounting Principles:– Generally Accepted Accounting Principles (GAAP)- International Financial Reporting Standards (IFRS)- Auditing […]

1 min read

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