English | 2019 | ISBN: N/A | ASIN: B071YTB4NP | 110 pages | PDF/EPUB converted | 3.71 Mb

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

Important Statistical Techniques/Procedures used in Medical Research