INTRO STATS WORKBOOK
1
Introduction to Data
1.1
Data Types
1.1.1
Objectives
1.1.2
Overview
1.1.3
Solved Problems
1.1.4
Exercises
1.2
Summarizing Numerical Data
1.2.1
Objectives
1.2.2
Overview
1.2.3
Solved Problem
1.2.4
Exercises
1.3
Summarizing Categorical Data
1.3.1
Objectives
1.3.2
Overview
1.3.3
Solved Problem
1.3.4
Exercise
2
Probability and Probability Distribution
2.1
Probability
2.1.1
Objectives
2.1.2
Overview
2.1.3
Solved Problems
2.1.4
Exercises
2.2
Discrete Random Variables
2.2.1
Objectives
2.2.2
Overview
2.2.3
Solved Problems
2.2.4
Exercises
2.3
Binomial Distribution
2.3.1
Objectives
2.3.2
Overview
2.3.3
Solved Problem
2.3.4
Exercises
2.4
Normal Distribution
2.4.1
Objectives
2.4.2
Overview
2.4.3
Solved Problem
2.4.4
Exercises
3
Inference for Proportion
3.1
Point Estimates and Sampling Variability
3.1.1
Objectives
3.1.2
Overview
3.1.3
Solved Problem
3.1.4
Exercises
3.2
Confidence Interval
3.2.1
Objectives
3.2.2
Overview
3.2.3
Solved Problem
3.2.4
Exercises
3.3
Hypothesis Testing for
\(p\)
3.3.1
Objectives
3.3.2
Overview
3.3.3
Solved Problem
3.3.4
Exercises
4
Inference for Mean
4.1
Quick Review on Inference for Mean
4.1.1
Objectives
4.1.2
Overview
4.1.3
Solved Problem
4.1.4
Exercises
4.2
Hypothesis Testing for mean
\(\mu\)
4.2.1
Objectives
4.2.2
Overview
4.2.3
Solved Problem
4.2.4
Exercises
5
Linear Regression
5.1
Introduction to Linear Regression
5.1.1
Objectives
5.1.2
Overview
5.1.3
Solved Problem
5.1.4
Exercises
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INTRO STATS WORKBOOK
Module 5
Linear Regression