Regression Analysis Study Notes
Step by Step Example Explanation in SAS
Which model to choose: Glm, Mixed, Genmod, Logistics, Glimmix
Confounding and Collinearity in Multiple Linear Regression
Introduction to Logistic regression in SAS
Logistic regression: Data Preparation
Logistic regression: ROC/AUC Interpretation
Logistic regression: KS stats calculation
Logistic regression: Interpret Odds ratio, ROC Curve, Concordant
Logistic regression: Confounding and Collinearity
Proc StdRate for Descriptive Analytics
Effective Variable Selection Based on sampling
Simple Linear Regression Analysis in SAS,
Regression Analysis Study Notes 1: Linear Regression,
Contents: pdf study notes to cover regression analysis from introductory to in depth, good tutorial to understand regression theory in and out.
1. Simple Linear Regression Analysis
2. General and Generalized Linear Regression
3. Logistics Regression
Regression Analysis Study Notes 2: Interpretation in SAS
Contents: pdf study notes for regression analysis in SAS examples, how to exam,interprete,validate SAS regression output.
1. Linear Regression Example in SAS
2. Chi Square Analysis Output Interpretation
Survival Analysis in SAS
Contents: pdf study notes for Survival analysis in SAS examples.
1. Proc PhReg application in SAS
2. Proc LifeReg Interpretation in SAS
Time Series Analysis in SAS
Contents: pdf study notes for regression analysis for time series data.
1. How to detect when to use time series modeling?
2. Partial Correlaion Network Analysis
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