## Statistics book table of contents

This book teaches students and researchers the math and application (statistical tests) of Statistics using **simple arithmetic** and only five simple formulas. **All parametric statistical tests**, from the most simple to very complex, are covered with examples. __Few Statistics textbooks cover this wide range__. Few Statistics books cover **statistical design**. This is necessary in experimental sciences. This book explains with words the logic of **applied statistics** and provides many **step-by-step** examples. The author of this book is a retired professor of Psychology and Medicine with a life-long teaching and research experience

### Statistics book table of contents

TABLE OF CONTENTS

(425 pages)

#### PART 1 THEORY CONCEPTS STATISTICAL TESTS

What is Statistics

Descriptive Statistics

Inferential Statistics

Non-parametric Statistics

Parametric Statistics

The median

The mode

The mean

Variance

The standard normal curve

The normal-distribution table - how to use

Standard error of the mean

The t-test

The t-distribution table

Paired t-test

2 x 2 factorial Analysis of Variance ANOVA

2 x 3 factorial Analysis of Variance ANOVA

ANOVA mixed split plot complex design

ANOVA repeated measures

List of summary tables of ANOVA designs

Formulas for df in ANOVA

#### PART 2 LECTURE AND LAB

Lecture 1 Numbers Quantities Measurement

Lecture 2 Goddess Normal Curve

Lecture 3 Variance and standard deviation

Lecture 4 The uses of the normal distribution

Lecture 5 The t-test

Lecture 6 Analysis of variance One-way ANOVA

Lecture 7 Analysis of Variance Factorial Designs Two-Way ANOVA

Lecture 8 Repeated measures, correlated groups

Lecture 9 Complex, mixed, split-plot designs

#### PART 3.STATISTICAL DESIGN

Identify the design-case 1

Identify the design-case 2

Identify the design-case 3

Identify the design-case 4

Identify the design-case 5

Identify the design-case 6

Identify the design-case 7

Identify the design-case 8

Identify the design-case 9

Identify the design-case 10

Identify the design-case 11

Identify the design-case 12

Identify the design-case 13

#### PART 4. PRACTICE EXERCISES

The mean: practice exercises and solutions

Variance: practice exercises and solution

The problem

The solution

The sum of squares: practice exercises and solutions

The problem

The solution

Standard deviation practice exercises and solutions

The problem

The solution

ANOVA mixed split plot- practice example

Statistical design practice question 2

#### APPENDIX

Five simple formulas for all parametric statistics

Statistical Tables

The Normal Distribution Table

The t-distribution Table

The F Distribution Table

Key to the design questions of Part 3

FAQ Frequently Asked Questions

The standard normal curve formula

Epilogue

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