Basic Biostatistics with Basic Steps in Python - USMAN ZAFAR. PARACHA
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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 ... Full description
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Description
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
More Information
| Author | USMAN ZAFAR. PARACHA |
|---|---|
| Publisher | Amazon Digital Services LLC - Kdp |
| Release year | 2023 |
| Cover type | Softcover |
| EAN | 9798375359298 |