# Free Book: Introduction to Statistics

Free Book: Introduction to Statistics

Online Statistics Education: A Multimedia Course of Study. Project Leader: David M. Lane, Rice University.

Content:

Introduction

Graphing Distributions

Summarizing Distributions

Describing Bivariate Data

Probability

Research Design

Normal Distributions

Advanced Graphs

Sampling Distributions

Estimation

Logic of Hypothesis Testing

Testing Means

Power

Regression

ANOVA

Transformations

Chi Square

Distribution Free Tests

Effect Size

Case Studies

Calculators

Glossary

Guess what the correlation is: see here

The (free) PDF version (660 pages) is available here.The online book also features various calculators (Gaussian distributions etc.) as well as the following simulations:

Introduction: Sampling, Measurement

Graphing Distributions: Box Plot

Summarizing Distributions: Balance Scale, Absolute Difference, Squared Differences, Mean and Median,Variability Demo, Estimating Variance , Comparing Distributions

Describing Bivariate Data: Guessing Correlations, Restriction of Range

Probability: Conditional Probability, Gamblers Fallacy, Birthday, Binomial, Bayes’ Theorem, Monty Hall Problem

Normal Distributions: Varieties of Normal Distributions, Normal Approximation

Sampling Distributions: Basic Demo, Sample Size Demo, Sampling Distributions, Central Limit Theorem

Estimation: Confidence Interval

Logic of Hypothesis Testing (none): Testing Means, t Distribution, Robustness , Correlated t Test

Power: Power 1, Power 2

Prediction: Linear Fit ANOVA: One-Way, Power of Within-Subjects Designs

Chi Square: 2 x 2 Table, Testing Distributions

This resource is accessible here.

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Link: Free Book: Introduction to Statistics