Quantitative Analysis

Quantitative analysis is a branch of financial analysis that focuses on using data and mathematical techniques to inform investment decisions. Harry Markowitz pioneered modern quantitative analysis with his introduction of Modern Portfolio Theory in the early 1950s.

Frequently Asked Questions
  • What Is the Difference Between Alpha and Beta in Finance?

    Alpha measures how much an investment outperforms or underperforms a benchmark. Beta is a measurement of an investment’s volatility and is one measurement of an investment’s risk.

  • What's the Difference Between an Investment’s Sharpe Ratio and its Treynor Ratio?

    Both ratios exist to try and quantify the risk-adjusted return of an investment. The primary difference between the two is that the Sharpe Ratio measures an investment’s performance against the risk-free rate of return, the Treynor ratio measures it versus equity markets more broadly.

  • How Do You Calculate an Investment’s Beta?

    You calculate the beta of an investment by taking the covariance between the return of a specific investment and broader market return and then dividing that by the variance of broader market returns.

  • What Is a Good Sharpe Ratio?

    A Sharpe Ratio over 1 indicates that an investment has a higher risk-adjusted return than the risk-free rate of return. The higher it is over 1 is how much better a risk-adjusted rate of return it has.

Key Terms

Charting the Market
Alpha vs. Beta: What's the Difference?
Fama and French Three Factor Model Definition: Formula and Interpretation
Two women looking at a chart on a laptop
Understanding the Sharpe Ratio
Unlevered Beta
Unlevered Beta: Definition, Formula, Example, and Calculation
Arbitrage Pricing Theory (APT)
Arbitrage Pricing Theory (APT) Formula and How It's Used
Quantitative Analysis: Using mathematical and statistical modeling, measurement, and research to understand behavior.
Quantitative Analysis (QA): What It Is and How It's Used in Finance
How Do You Calculate Beta in Excel?
Sortino Ratio: A risk-adjusted measure of portfolio performance that only considers the standard deviation of the downside risk.
Sortino Ratio: Definition, Formula, Calculation, and Example
Treynor Ratio: A measure of how an investment portfolio performed relative to the risk taken.
Treynor Ratio: What It Is, What It Shows, Formula To Calculate It
Woman looks at financial numbers on an office computer
What the Sharpe Ratio Means for Investors
How to Calculate Beta in Excel
CAPM vs. Arbitrage Pricing Theory: What's the Difference?
CAPM, Capital Asset Pricing Model.
CAPM Model: Advantages and Disadvantages
What Is Quantitative Trading? Definition, Examples, and Profit
Modern Portfolio Theory: Why It's Still Hip
Plant growing from coins outside the glass jar on blurred green natural background for business and financial growth concept
Quant Fund: Definition, How They Work, Performance, and Risks
A businessman analyzing stock market on a monitor display.
Trading High-Beta Stocks: Risk vs. Reward
Arbitrage Pricing Theory: It's Not Just Fancy Math
Trader looking at several monitors
Using Quantitative Investment Strategies
Hand of a Stockbroker Buying and Selling Shares Online
Zero-Beta Portfolio: Definition, Formula, Example
Sharpe Ratio vs. Treynor Ratio: What's the Difference?
Stock Market Chart
How Do You Calculate the Sharpe Ratio in Excel?
Digital stock market chart
What's the Relationship Between R-Squared and Beta?
Abstract view of a skyscraper
The Difference Between the Sharpe Ratio and the Sortino Ratio
How Is Covariance Used in Portfolio Theory?
Midsection Businessmen Analyzing Charts On Laptop In Office
Correlation and Modern Portfolio Theory
Businessmen Analyzing Charts on Laptop in Office
How Beta Measures Systematic Risk
How Does Debt Affect a Company's Beta?
Investor analyzing stock market investments with financial dashboard, business intelligence (BI), and key performance indicators (KPI) on smartphone and computer screens
High Beta Index
R-Squared vs. Beta: What's the Difference?
A Deeper Look at Alpha
Modern Portfolio Theory vs. Behavioral Finance
How Is Risk Aversion Measured in Modern Portfolio Theory (MPT)?
Beta Risk: What it is, How it Works, Examples
A trader on the floor of the NYSE reviewing data and charts on multiple monitors
How to Apply Modern Portfolio Theory (MPT)
Businesswoman looking at touching a computer monitor showing a line graph with a laptop next to her showing bar graphs
Post-Modern Portfolio Theory (PMPT): What it is, How it Works
close up of man hand analyzing stock market chart
Portable Alpha: What it Means, How it Works
What is the difference between the Sharpe ratio and alpha?
A stock trader on the floor of the New York Stock Exchange looking at various trades being executed.
Weighted Alpha: Meaning, Calculation, Inferences
Midsection Businessmen Analyzing Charts On Laptop In Office
Alpha Generator: Meaning, International Investments, Examples
Efficient Frontier
Markowitz Efficient Set: Meaning, Implementation, Diversification
How the Sharpe Ratio Can Oversimplify Risk
BETA under a microscope.
Calculating Beta in Excel: Portfolio Math For The Average Investor
International Beta: Meaning, Formula, FAQs