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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...
Analysis Of Categorical Dependent Variables With SAS And SPSS
This tutorial, created by Choong-Geun Chung of Indiana University, Bloomington, contains SAS and SPSS instructions for categorical analysis techniques such as logistic regression and probit regression including models...
A New View of Statistics
This online resource is intended to help students understand concepts from probability and statistics and covers many topics from introductory to advanced. You can follow the progression of the text, or you can click...
Manual Part VII: Multiple Regression: Using Categorical Variables in Multiple Regression
This website, created by Craig A. Wendorf of the University of Wisconsin - Stevens Point, describes dummy coding for categorical variables. It is broken down into these categories: an overview of dummy variables, how to...
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