Description
Introduction to Biostatistics using R
By Mohsen Nady (Author)
Key Features:
- Statistical Concepts: Chapter 1 introduces essential concepts like study designs, samples, populations, and data types.
- Data Types: Chapters 2, 4, and 5 cover continuous, categorical, and time-to-event data.
- Normal Distribution: Chapter 3 focuses on the normal distribution and its application to sample data.
- Sampling Distribution & CLT: Chapter 6 explains the sampling distribution of estimates and the central limit theorem.
- Confidence Intervals: Chapters 7 and 8 cover CI calculations.
- Statistical Tests: Chapters 9–11 discuss tests such as t-test, ANOVA, Chi-square, and log-rank.
- Regression Analysis: Chapters 12–14 focus on linear, logistic, and Cox regression for continuous, binary, and time-to-event outcomes.
- Practical Examples: Includes numerous examples from scientific journal articles and built-in datasets, with R codes and outputs for hands-on learning.
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