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R Handbook: Purpose of this Book
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Clear examples in R. Purpose of this book; Specific learning goals; Pre-requisites; What this book will not cover
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Внутренние ссылки главной страницы ( 79 ) | |
index.html | Purpose of this Book |
A_02.html | About the Author of this Book |
A_03.html | Using R |
A_04.html | Statistics Textbooks and Other Resources |
B_01.html | Why Statistics? |
B_02.html | Evaluation Tools and Surveys |
C_01.html | Types of Variables |
C_02.html | Descriptive Statistics |
C_03.html | Confidence Intervals |
C_04.html | Basic Plots |
D_01.html | Hypothesis Testing and p-values |
D_02.html | Reporting Results of Data and Analyses |
D_03.html | Choosing a Statistical Test |
D_04.html | Independent and Paired Values |
E_01.html | Introduction to Likert Data |
E_02.html | Descriptive Statistics for Likert Data |
E_03.html | Descriptive Statistics with the likert Package |
E_04.html | Confidence Intervals for Medians |
E_05.html | Converting Numeric Data to Categories |
F_01.html | Introduction to Traditional Nonparametric Tests |
F_02.html | One-sample Wilcoxon Signed-rank Test |
F_03.html | Sign Test for One-sample Data |
F_04.html | Two-sample Mann–Whitney U Test |
F_05.html | Mood’s Median Test for Two-sample Data |
F_06.html | Two-sample Paired Signed-rank Test |
F_07.html | Sign Test for Two-sample Paired Data |
F_08.html | Kruskal–Wallis Test |
F_09.html | Mood’s Median Test |
F_10.html | Friedman Test |
F_11.html | Quade Test |
F_14.html | Scheirer–Ray–Hare Test |
F_12.html | Nonparametric Regression |
F_13.html | Nonparametric Regression for Time Series |
K_01.html | Introduction to Permutation Tests |
K_02.html | One-way Permutation Test of Independence for Ordinal Data |
K_03.html | One-way Permutation Test of Symmetry for Ordinal Data |
F_15.html | Permutation Tests for Medians and Percentiles |
H_09.html | Association Tests for Ordinal Tables |
H_11.html | Measures of Association for Ordinal Tables |
G_13.html | Introduction to Linear Models |
G_03.html | Using Random Effects in Models |
G_05.html | What are Least Square Means? |
G_06.html | Least Square Means for Multiple Comparisons |
G_09.html | Factorial ANOVA: Main Effects, Interaction Effects, and Interaction Plots |
G_10.html | p-values and R-square Values for Models |
G_14.html | Accuracy and Errors for Models |
G_01.html | Introduction to Cumulative Link Models (CLM) for Ordinal Data |
G_02.html | Two-sample Ordinal Test with CLM |
G_04.html | Two-sample Paired Ordinal Test with CLMM |
G_07.html | One-way Ordinal Regression with CLM |
G_08.html | One-way Repeated Ordinal Regression with CLMM |
G_11.html | Two-way Ordinal Regression with CLM |
G_12.html | Two-way Repeated Ordinal Regression with CLMM |
H_01.html | Introduction to Tests for Nominal Variables |
H_02.html | Confidence Intervals for Proportions |
H_03.html | Goodness-of-Fit Tests for Nominal Variables |
H_04.html | Association Tests for Nominal Variables |
H_10.html | Measures of Association for Nominal Variables |
H_05.html | Tests for Paired Nominal Data |
H_06.html | Cochran–Mantel–Haenszel Test for 3-Dimensional Tables |
H_07.html | Cochran’s Q Test for Paired Nominal Data |
H_08.html | Models for Nominal Data |
I_01.html | Introduction to Parametric Tests |
I_02.html | One-sample t-test |
I_03.html | Two-sample t-test |
I_04.html | Paired t-test |
I_05.html | One-way ANOVA |
I_06.html | One-way ANOVA with Blocks |
I_07.html | One-way ANOVA with Random Blocks |
I_08.html | Two-way ANOVA |
I_09.html | Repeated Measures ANOVA |
I_10.html | Correlation and Linear Regression |
I_11.html | Advanced Parametric Methods |
I_12.html | Transforming Data |
J_01.html | Regression for Count Data |
J_02.html | Beta Regression for Percent and Proportion Data |
rcompanion.org/rcompanion/ | An R Companion for the Handbook of Biological Statistics |
rcompanion.org/handbook/ | rcompanion.org/handbook/ |
rcompanion.org/documents/RHandbookProgramEvaluation.pdf | rcompanion.org/documents/RHandbookProgramEvaluation.pdf |
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