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Introduction to Statistics | |
Overview | |
Types of Data | |
Critical Thinking | |
Design of Experiments | |
Summarizing and Graphing Data | |
Overview | |
Frequency Distributions | |
Histograms | |
Statistical Graphics | |
Statistics for Describing, Exploring, and Comparing Data | |
Overview | |
Measures of Center | |
Measures of Variation | |
Measures of Relative Standing | |
Exploratory Data Analysis (EDA) | |
Probability | |
Overview | |
Fundamentals | |
Addition Rule | |
Multiplication Rule: Basics | |
Multiplication Rule: Complements and Conditional Probability | |
Probabilities Through Simulations | |
Counting | |
Bayes' Theorem (on CD-ROM) | |
Probability Distributions | |
Overview | |
Random Variables | |
Binomial Probability Distributions | |
Mean, Variance, and Standard Deviation for the Binomial Distribution | |
The Poisson Distribution | |
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 | |
Assessing Normality | |
Estimates and Sample Sizes | |
Overview | |
Estimating a Population Proportion | |
Estimating a Population Mean: s Known | |
Estimating a Population Mean: s Not Known | |
Estimating a Population Variance | |
Hypothesis Testing | |
Overview | |
Basics of Hypothesis Testing | |
Testing a Claim about a Proportion | |
Testing a Claim about a Mean: s Known | |
Testing a Claim about a Mean: s Not Known | |
Testing a Claim about Variation | |
Inferences from Two Samples | |
Overview | |
Inferences about Two Proportions | |
Inferences about Two Means: Independent Samples | |
Inferences from Matched Pairs | |
Comparing Variation in Two Samples | |
Correlation and Regression | |
Overview | |
Correlation | |
Regression | |
Variation and Prediction Intervals | |
Multiple Regression | |
Modeling | |
Multinomial Experiments and Contingency Tables | |
Overview | |
Multinomial Experiments: Goodness-of-Fit | |
Contingency Tables: Independence and Homogeneity | |
McNemar's Test for Matched Pairs | |
Analysis of Variance | |
Overview | |
One-Way ANOVA | |
Two-Way ANOVA | |
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 | |
Runs Test for Randomness | |
Statistical Process Control | |
Overview | |
Control Charts for Variation and Mean | |
Control Charts for Attributes | |
Projects, Procedures, Perspectives | |
Projects | |
Procedure | |
Perspective | |
Appendices | |
Tables | |
Data Sets | |
Glossary | |
Bibliography | |
Answers to Odd-Numbered Exercises (and All Review Exercises and All Cumulative Review Exercises) | |
Credits | |
Index | |
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