# Student Resources

This site is intended to enhance your use of Learning Statistics Using R by Randall E. Schumacker. Please note that all the materials on this site are especially geared toward maximizing your understanding of the material.

Acknowledgments

We gratefully acknowledge Randall E. Schumacker for writing an excellent text and for reviewing the assets on this site. Special thanks are also due to Sara Tomek at The University of Alabama for creating the materials on this site.

The R script files that contain the functions used in the chapters are available here. Each chapter contains one or more R functions which are helpful in examining the various applications presented in the chapters. The R functions are explained in each chapter according to the basic input, process, and output operations. The R functions can be opened and run in the R GUI Console window or in R Studio. Results will be the same as in the chapters, except where it is noted that the set.seed () command was not used.

## Errata

P. 46: P (3) = 3/36 = 1/12 ....., which has a probability of .0833.
should be:  P (3) = 2/36 = 1/18 ....., which has a probability of .055.

## R Basics

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Research Methods

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Probability

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Sampling and Populations

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Central Limit Theorem

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Sampling Distributions

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Statistical Distributions

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Graphing Data

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Central Tendency and Dispersion

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Hypothesis Testing

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Chi-Square Test for Categorical Data

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## z Test for Differences in Proportions

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## t Test for Mean Differences (2 groups)

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## F Test for Mean Differences (3 or more groups)

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Correlation Tests of Association

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Linear Regression Tests of Prediction

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Multiple Regression

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Logistic Regression

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Loglinear Regression

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Replication of Statistical Tests

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.

## Synthesis of Research Findings

Quizzes: Flexible self-quizzes allow you to practice the concepts from each chapter.

eFlashcards: These study tools reinforce your understanding of key terms and concepts that have been outlined in the chapters.