Linear Models
7
Multi Linear Regression
Intro to Statistical Models
Preface
1
Introduction
Data Variation
2
Data Generating Process
3
Categorical Data
4
Numerical Data
5
Distribution Functions
Linear Models
6
Simple Linear Regression
7
Multi Linear Regression
8
Logistic Regression
9
Poisson Regression
Decision Making
10
Sampling Distribution
11
Statististical Inference
12
Infereence: Linear Regression
13
Inference: Generalized Linear Models
References
Appendices
A
Traditional Statistics
B
R Basics
C
R Pacakge:
csucistats
Linear Models
7
Multi Linear Regression
7
Multi Linear Regression
6
Simple Linear Regression
8
Logistic Regression