Statistics for Finance
What is Statistics for Finance? Statistics plays a pivotal role in finance by providing a robust framework for data-driven decision-making and dealing with the uncertainty of future expected outcomes. Within the financial services industry, where vast amounts of financial market data are generated daily, statistics for finance enables professionals to sift through this information, identify...
Factor Analysis
A Comprehensive Guide to Factor Analysis Factor Analysis is a powerful statistical method used in a wide range of fields. In this article, we will take a closer look at factor analysis, with a focus on its role in finance. We’ll explain its key concepts, show how it’s used in real-life applications, and discuss the...
Quant Fund
What is a Quant Fund? A quant fund (short for quantitative fund) is an investment fund that uses mathematical and statistical techniques together with automated algorithms and advanced quantitative models to make investment decisions and execute trades. There is no human intellect and judgment involved in investment selection and related decisions. Quant funds operate using...
Incidence Rate
What is Incidence Rate? The incidence rate or incidence measures the frequency of a specific event over a defined period of time. In business, determining an incidence rate can be done through gathering samples, conducting surveys, and testing products. Incidence is generally expressed as the number of cases per person per year of examination. For...
Chebyshev’s Inequality
What is Chebyshev’s Inequality? Chebyshev’s inequality is a probability theory that guarantees that within a specified range or distance from the mean, for a large range of probability distributions, no more than a specific fraction of values will be present. In other words, only a definite fraction of values will be found within a specific...
Sample Statistic
What is a Sample Statistic? A sample statistic is a figure that is computed from a sample of data. A sample is a piece or set of objects taken from a statistical population. In other words, a sample statistic is just a calculation taken from a sample that is just a piece of a population....
Variance
What is Variance? Variance refers to the expected deviation between values in a specific data set. It measures the spread of each figure from the average value. Traders and market analysts often use variance to project the volatility of the market and the stability of a specific investment return within a period. Mostly, variance is...
Sampling
What is Sampling? Sampling is the method of selecting a small section of a larger group in order to estimate the characteristics of the entire group. Obtaining information from a large data set can be time-consuming, so taking sample data can be quicker and provides similar results. For example, if a company wants to know...
Venn Diagram
What is a Venn Diagram? A Venn diagram is a schematic representation of the elements in a set or a group. It is a diagram that shows all the possible logical relationships between a finite assemblage of sets or groups. It is also referred to as a set diagram or logic diagram. A Venn diagram...
Quantitative Trading
What is Quantitative Trading? Quantitative trading is a type of trading that uses quantitative analysis and mathematical models to analyze the change in price and volume of securities in the stock market. Mathematical models and computations are used to collect and analyze data with a rapid throughput rate on investment opportunities. Quantitative trading is employed...
