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Addison Wesley
Chapter 1 Introduction to Statistics
Overview
Types of Data
Critical Thinking
Design of Experiments
Chapter 2 Describing, Exploring, and Comparing Data
Overview
Frequency Distributions
Visualizing Data
Measures of Center
Measures of Variation
Measures of Relative Standing
Exploratory Data Analysis (EDA)
Chapter 3 Probability
Overview
Fundamentals
Addition Rule
Multiplication Rule: Basics
Multiplication Rule: Complements and Conditional Probability
Probabilities Through Simulations
Counting
Chapter 4 Probability Distributions
Overview
Random Variables
Binomial Probability Distributions
Mean, Variance, and Standard Deviation for the Binomial Distribution
The Poisson Distribution
Chapter 5 Normal Probability Distributions
Overview
The Standard Normal Distribution
Applications of Normal Distributions
Sampling Distributions and Estimators
The Central Limit Theorem
Normal As Approximation to Binomial
Determining Normality
Chapter 6 Estimates and Sample Sizes
Overview
Estimating a Population Proportion
Estimating a Population Mean: Standard Deviation Known
Estimating a Population Mean: Standard Deviation Not Known
Estimating a Population Variance
Chapter 7 Hypothesis Testing
Overview
Basics of Hypothesis Testing
Testing a Claim About a Proportion
Testing a Claim About a Mean: Standard Deviation Known
Testing a Claim About a Mean: Standard Deviation Not Known
Testing a Claim About a Standard Deviation or Variance
Chapter 8 Inferences from Two Samples
Overview
Inferences About Two Proportions
Inferences About Two Means: Independent Samples
Inferences from Matched Pairs
Comparing Variation in Two Samples
Chapter 9 Correlation and Regressions
Overview
Correlation
Regression
Variation and Prediction Intervals
Multiple Regression
Modeling
Chapter 10 Multinomial Experiments and Contingency Tables
Overview
Multinomial Experiments: Goodness-of-Fit
Contingency Tables: Independence and Homogeneity
Chapter 11 Analysis of Variance
Overview
One-Way ANOVA
Two-Way ANOVA
Chapter 12 Nonparametric Statistics
Overview
Sign Test
Wilcoxon Signed-Ranks Test for Matched Pairs
Wilcoxon Rank-Sum Test for Two Independent Samples
Kruskal-Wallis Test
Rank Correlation
Run Test for Randomness
Chapter 13 Statistical Process Control
Overview
Control Charts for Variation and Mean
Control Charts for Attributes
Chapter 14 Projects, Procedures, Perspectives
Projects
Procedure
Perspective
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