Overview

This book covers the following topics: -Hypothesis -Frequency -Type I Error and Type II Error, and Sample and Population -Measuring the central tendencies (mean, median, and mode), and Range -Types of data in statistics -Population mean and sample mean -Histogram, frequency distribution plot, and Bar Graph -Variance, Standard deviation, and Outliers -Level of Significance and confidence level -Correlation, Types of Distribution, Standardization, and Standard Error of the Mean -Tests for Non-normally distributed data -Chi-square test -One-tailed test, two-tailed test, and Wilcoxon Rank Sum Test / Mann Whitney U Test -The Sign Test -Wilcoxon Signed Rank Test -The Kruskal-Wallis Test -The Friedman Test -Tests for Normally distributed data -Unpaired t test -Paired t test -One way ANOVA -Two way ANOVA -Odds Ratio and Mantel-Haenszel Odds Ratio -Correlation Coefficient -Regression Analysis

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