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Linear Models
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Table of contents
Class Information
1
Introduction
2
Data Wrangling
3
Visualization
4
Simple Linear Regression
5
Inference on SLR Parameters
6
Diagnostic Measures I
7
Simultaneous Inference
8
Regression using Matrices
9
Multiple Linear Regression
10
Modeling as a Process
11
Statistical Model Building
12
Diagnostic Measures II
13
Standardized Multiple Regression
14
Shrinkage Methods
15
Smoothing Methods
16
ANOVA
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16
ANOVA
15
Smoothing Methods
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16
ANOVA
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