Interpreting portfolio performance isn’t just about comparing returns—it’s about understanding what drives them. In this intermediate-level course, you’ll learn how to use regression analysis to separate market influence from manager skill through two key metrics: alpha and beta. You’ll start by exploring what these measures reveal about portfolio risk, return, and decision-making quality. Then, you’ll apply regression techniques to calculate and interpret beta for real stocks, translating statistical output into clear investment insights. Through short videos, readings, and hands-on exercises, you’ll gain practical experience explaining how portfolios perform relative to the market—and what that means for risk-adjusted evaluation. By the end, you’ll be able to interpret regression results confidently, communicate findings to technical and non-technical audiences, and make informed judgments about investment performance and strategy.

Interpret Alpha & Beta with Regression

Interpret Alpha & Beta with Regression
This course is part of Quantitative Finance & Risk Modeling Specialization

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March 2026
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There is 1 module in this course
Interpreting portfolio performance isn’t just about comparing returns—it’s about understanding what drives them. In this intermediate-level course, you’ll learn how to use regression analysis to separate market influence from manager skill through two key metrics: alpha and beta. You’ll start by exploring what these measures reveal about portfolio risk, return, and decision-making quality. Then, you’ll apply regression techniques to calculate and interpret beta for real stocks, translating statistical output into clear investment insights. Through short videos, readings, and hands-on exercises, you’ll gain practical experience explaining how portfolios perform relative to the market—and what that means for risk-adjusted evaluation. By the end, you’ll be able to interpret regression results confidently, communicate findings to technical and non-technical audiences, and make informed judgments about investment performance and strategy.
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6 videos2 readings3 assignments
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Felipe M.

Jennifer J.

Larry W.

Chaitanya A.
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University of Illinois Urbana-Champaign

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