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Statistics book table of contents

Statistics textbook

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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 introductory 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 Medicine with a life-long teaching and research experience

Statistics book table of contents

TABLE OF CONTENTS
PART 1 THEORY CONCEPTS STATISTICAL TESTS
What is Statistics 2
Descriptive Statistics 2
Inferential Statistics 2
Non-parametric Statistics 3
Parametric Statistics 3
The median 5
The mode 6
The mean 7
Variance 9
The standard normal curve 18
The normal-distribution table - how to use 23
Standard error of the mean 24
The t-test 26
The t-distribution table 30
Paired t-test 33
The F-distribution table - how to use 39
2 x 2 factorial Analysis of Variance ANOVA 41
2 x 3 factorial Analysis of Variance ANOVA 49
ANOVA mixed split plot 58
ANOVA repeated measures 66
List of summary tables of ANOVA designs 71
Formulas for df in ANOVA 74

PART 2 LECTURE AND LAB 78
Lecture 1 Numbers Quantities Measurement 83
Lecture 2 Goddess Normal Curve 93
Lecture 3 Variance and standard deviation 107
Lecture 4 The uses of the normal distribution 117
Lecture 5 The t-test 146
Lecture 6 Analysis of variance One-way ANOVA 190
Lecture 7 Analysis of Variance Factorial Designs 216
Lecture 8 Repeated measures, correlated groups 254
Lecture 9 Complex, mixed, split-plot designs 264

PART 3.STATISTICAL DESIGN 280
Identify the design-case 1 281
Identify the design-case 2 282
Identify the design-case 3 283
Identify the design-case 4 284
Identify the design-case 5 285
Identify the design-case 6 286
Identify the design-case 7 287
Identify the design-case 8 288
Identify the design-case 9 289
Identify the design-case 10 290
Identify the design-case 11 291
Identify the design-case 12 292
Identify the design-case 13 293

PART 4.PRACTICE EXERCISES 294
The mean: practice exercises and solutions 295
Variance: practice exercises and solution 296
The problem 296
The solution 298
The sum of squares: practice exercises and solutions 299
The problem 299
The solution 300
Standard deviation practice exercises and solutions 301
The problem 301
The solution 303
ANOVA mixed split plot- practice example 304
Statistical design practice question 2 307

APPENDIX 308
Five simple formulas for all parametric statistics 309
Statistical Tables 311
The Normal Distribution Table 312
The t-distribution Table 314
The F Distribution Table 319
Key to the design questions of Part 3 326
FAQ Frequently Asked Questions 329
The standard normal curve formula 336

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Great if you plan to go on to a lab science.

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The previous edition taught me statistics. This one adds more tests plus new sections of how to.

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