STAT 8678 - SAS Programming & Data Analysis
References
Preface
Introduction
1
Introduction to Basic SAS Operation
2
Working with SAS Syntax
3
Import and Export Dataset
4
Random Variables
Statistical Analysis
5
Introduction to Statistical Inference I
6
Introduction to Statistical Inference II
7
One Sample Nonparametric Test
8
One Sample Proportion Test
9
SAS Macro Program in One Sample Variance Problem
10
\(\chi^2\)
Goodness of Fit Test
11
Power Analysis with application in one sample
\(t\)
-test
12
Two Sample
\(t\)
-test for Independent and Paired Data
Regression Analysis
13
Analysis of Variance
14
Regression Analysis
15
Regression with Interaction
16
Linear Mixed Effect Models I
17
Linear Mixed Effect Models II
18
Model Selection in SAS
19
Nested Models
Advanced Topics
20
Predictive Modelling and Model Evaluation in SAS
21
Introduction to Machine Learning in SAS
Final Project
Data Analysis Using SAS
Hands on Class
Writing Macro in SAS
Two-Sample t-Test and ANOVA in SAS
Linear Regression and Interaction
Linear Mixed Effects Model
References
References
Linear Mixed Effects Model