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General Statistics

StatSoft Electronic Textbook

 

Linear Regression

Topics on Linear Regression from UCLA Web Site

StatSoft Electronic Textbook

 

Logistic Regression

Topics on Logistic Regression from UCLA Web Site

Introduction to Logistic Regression (Patel)

Logistic Regression Analysis (Dayton)

StatSoft Electronic Textbook

 

Decision Trees

Decision Trees for Predictive Modeling

Tree Structured Data Analysis

StatSoft Electronic Textbook

 

Neural Networks

Neural Networks and Statistical Models

StatSoft Electronic Textbook

 

Model Assessment

Tutorial on Receiver Operating Characteristic (ROC) curves