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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