Introduction to Statistics | p. 2 |

Overview | p. 4 |

The Nature of Data | p. 5 |

Uses and Abuses of Statistics | p. 11 |

Design of Experiments | p. 16 |

Introduction to Excel | p. 25 |

Describing, Exploring, and Comparing Data | p. 40 |

Overview | p. 42 |

Summarizing Data with Frequency Tables | p. 43 |

Pictures of Data | p. 52 |

Measures of Center | p. 68 |

Measures of Variation | p. 83 |

Measures of Position | p. 99 |

Exploratory Data Analysis (EDA) | p. 109 |

Probability | p. 126 |

Overview | p. 128 |

Fundamentals | p. 128 |

Addition Rule | p. 143 |

Multiplication Rule: Basics | p. 150 |

Multiplication Rule: Complements and Conditional Probability | p. 159 |

Probabilities Through Simulations | p. 166 |

Counting | p. 170 |

Probability Distributions | p. 194 |

Overview | p. 196 |

Random Variables | p. 197 |

Binomial Probability Distributions | p. 211 |

Mean, Variance, and Standard Deviation for the Binomial Distribution | p. 221 |

The Poisson Distribution | p. 226 |

Normal Probability Distributions | p. 240 |

Overview | p. 242 |

The Standard Normal Distribution | p. 242 |

Normal Distributions: Finding Probabilities | p. 256 |

Normal Distributions: Finding Values | p. 264 |

The Central Limit Theorem | p. 270 |

Normal Distribution as Approximation to Binomial Distribution | p. 282 |

Determining Normality | p. 294 |

Estimates and Sample Sizes | p. 310 |

Overview | p. 312 |

Estimating a Population Mean: Large Samples | p. 312 |

Estimating a Population Mean: Small Samples | p. 328 |

Determining Sample Size Required to Estimate [mu] | p. 339 |

Estimating a Population Proportion | p. 345 |

Estimating a Population Variance | p. 358 |

Hypothesis Testing | p. 380 |

Overview | p. 382 |

Fundamentals of Hypothesis Testing | p. 383 |

Testing a Claim about a Mean: Large Samples | p. 397 |

Testing a Claim about a Mean: Small Samples | p. 416 |

Testing a Claim about a Proportion | p. 427 |

Testing a Claim about a Standard Deviation or Variance | p. 435 |

Inferences from Two Samples | p. 454 |

Overview | p. 456 |

Inferences about Two Means: Independent and Large Samples | p. 456 |

Inferences about Two Means: Matched Pairs | p. 467 |

Inferences about Two Proportions | p. 476 |

Comparing Variation in Two Samples | p. 487 |

Inferences about Two Means: Independent and Small Samples | p. 496 |

Correlation and Regression | p. 520 |

Overview | p. 522 |

Correlation | p. 522 |

Regression | p. 541 |

Variation and Prediction Intervals | p. 554 |

Multiple Regression | p. 565 |

Modeling | p. 573 |

Multinomial Experiments and Contingency Tables | p. 588 |

Overview | p. 590 |

Multinomial Experiments: Goodness-of-Fit | p. 591 |

Contingency Tables: Independence and Homogeneity | p. 605 |

Analysis of Variance | p. 630 |

Overview | p. 633 |

One-Way ANOVA | p. 635 |

Two-Way ANOVA | p. 648 |

Statistical Process Control | p. 670 |

Overview | p. 672 |

Control Charts for Variation and Mean | p. 672 |

Control Charts for Attributes | p. 686 |

Nonparametric Statistics | p. 700 |

Overview | p. 702 |

Sign Test | p. 705 |

Wilcoxon Signed-Ranks Test for Matched Pairs | p. 715 |

Wilcoxon Rank-Sum Test for Two Independent Samples | p. 721 |

Kruskal-Wallis Test | p. 729 |

Rank Correlation | p. 738 |

Runs Test for Randomness | p. 748 |

Projects, Procedures, Perspectives | p. 773 |

A Statistics Group Project | p. 773 |

Which Procedure Applies? | p. 776 |

A Perspective | p. 778 |

Appendices | p. 780 |

Tables | p. 781 |

Data Sets | p. 799 |

Excel References | p. 825 |

Glossary | p. 827 |

Bibliography | p. 833 |

Answers to Odd-Numbered Exercises (and All Review Exercises and All Cumulative Review Exercises) | p. 834 |

Credits | p. 865 |

Index | p. 867 |

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