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ADVANCED ANALYTICS WITH SAS
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Advanced Analytics With R
Syllabus for Advanced Analytics With R
Multiple Regression Analysis using R:
Data preparation
Fitting linear regression model
Residual analysis
Alternative models and model selection
Introduction to logistic regression modeling
Time Series Modeling -1
Decomposition
Exponential Smoothing
Case Study
Assignment (done by participants)
Time Series Modeling-2
Box-Jenkins Methodology
Case Study
Assignment (done by participants)
Multivariate Techniques in R:
Principal component / Factor analysis
Segmentation - Cluster Analysis
