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Regression, Prediction, and Model Building
This tutorial, created by Thomas W. McFarland of Nova Southeastern University, explains the theory and use of multiple regression and demonstrates it with an example on SAT scores and GPA. Data sets are provided in both...
DISCUS: The Poisson Distribution
This module introduces the Poisson distribution, its history and derivation, and various applications, like queueing. Excel spreadsheets are used to provide examples and exercises for graphing, calculating...
DISCUSS: Regression and Correlation
This module introduces correlation and regression through topics like scatterplots, lines, slopes, intercepts, applications of regression analysis, the line of best fit, goodness of fit, assumptions and how to check...
A Brief Introduction to Probability and Statistics
This online textbook covers the following probability and statistics topics: independence, Venn diagrams, Bayes's theorem, counting, Binomial expansion, Binomial distribution, continuous distributions, infinitesimals in...
Linear Regression and Best Fit
This lesson, created by Amar Patel of the University of Illinois - Urbana-Champaign, introduces simple linear regression with several Excel spreadsheet examples such as temperature versus cricket chirps, height versus...
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