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Table of Contents
- Title
Page
Preface
I. Descriptive
Statistics
- Measuring
the Center
- Problems: Measuring
The Center
- Measuring
Dispersion
- Problems:
Measuring Dispersion Part 1
- Problems:
Measuring Dispersion Part 2
- Skewness
- Z-Scores
- Problems: Z-Scores
II. Probability
- Introduction
to Probability
- Problems:
Simple Probability
- Adding
and Multiplying Probabilities
- Problems:
Probability Rules
- Discrete
Probability Distributions
- Problems: Discrete
Probability Distributions Part 1
- Problems:
Discrete Probability Distributions Part 2
- Problems:
Binomial
- Continuous
Probability Distributions
- Problems:
Continuous Probability Distributions
- The
Normal Distribution
- Problems: The Normal
Curve
- The
Central Limit Theorem
- Problems: The
Central Limit Theorem Part 1
- Problems:
The Central Limit Theorem Part 2
- Computer
Exercises: Central Limit Theorem
- The
Box Model
- Problems: Drawing
Tickets from a Box Part 1
- Problems:
Drawing Tickets from a Box Part 2
- Computer Exercises:
Box Model
III. Inference for Univariate
Statistics
- Confidence
Intervals
- Problems:
Confidence Intervals Part 1
- Problems:
Confidence Intervals Part 2
- Research Paper
Examples
- Computer Exercises:
Estimation
- Hypothesis
Testing
- Problems: Testing
Part 1
- Problems: Testing
Part 2
- More
Problems
- Research Paper
Examples
- Computer Exercises:
Hypothesis Testing
- A
Summary
- Problems: Review
of Univariate Statistics Part 1
- Problems:
Review of Univariate Statistics Part 2
IV. Inference for Multivariate
Statistics
- Correlation
- Problems:
Correlation Part 1
- Problems:
Correlation Part 2
- Computer Exercises:
Correlation
- Introduction
to Regression Analysis
- Problems:
Simple Regression
- Computer
Exercises: Simple Regression
- Multivariate
Regression
- Problems:
Multivariate Regression 1
- Problems:
Multivariate Regression 2
- Computer
Exercises: Regression
- Research Paper
Examples
- ANOVA:
Analysis of Variance
- Problems:
ANOVA
- The
Chi-Square Test
- Problems:
Chi-Square
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