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Biology
Other Biological Fields
Biostatistics
1. Introduction to Biostatistics
2. Types of Data and Variables
3. Descriptive Statistics
4. Data Visualization
5. Probability Fundamentals
6. Probability Distributions
7. Sampling Methods and Study Design
8. Study Design Types
9. Bias and Confounding
10. Statistical Inference
11. Analysis of Variance (ANOVA)
12. Correlation and Simple Regression
13. Multiple Regression Analysis
14. Categorical Data Analysis
15. Survival Analysis
16. Advanced Statistical Methods
17. Clinical Trial Methodology
18. Epidemiological Measures
19. Data Management and Quality
20. Statistical Software and Computing
21. Results Interpretation and Communication
22. Ethical Considerations in Biostatistics
6.
Probability Distributions
6.1.
Discrete Probability Distributions
6.1.1.
Binomial Distribution
6.1.1.1.
Definition and Parameters
6.1.1.2.
Properties and Characteristics
6.1.1.3.
Applications in Health Research
6.1.1.4.
Calculation Methods
6.1.2.
Poisson Distribution
6.1.2.1.
Definition and Parameters
6.1.2.2.
Properties and Characteristics
6.1.2.3.
Applications in Epidemiology
6.1.2.4.
Relationship to Binomial Distribution
6.1.3.
Hypergeometric Distribution
6.1.3.1.
Definition and Parameters
6.1.3.2.
Applications in Sampling
6.2.
Continuous Probability Distributions
6.2.1.
Normal Distribution
6.2.1.1.
Definition and Parameters
6.2.1.2.
Properties and Characteristics
6.2.1.3.
Standard Normal Distribution
6.2.1.4.
Z-Score Transformations
6.2.1.5.
Applications in Biostatistics
6.2.2.
t-Distribution
6.2.2.1.
Definition and Parameters
6.2.2.2.
Relationship to Normal Distribution
6.2.2.3.
Degrees of Freedom
6.2.2.4.
Applications in Small Samples
6.2.3.
Chi-Square Distribution
6.2.3.1.
Definition and Parameters
6.2.3.2.
Degrees of Freedom
6.2.3.3.
Applications in Testing
6.2.4.
F-Distribution
6.2.4.1.
Definition and Parameters
6.2.4.2.
Relationship to Chi-Square
6.2.4.3.
Applications in ANOVA
6.3.
Distribution Selection and Assessment
6.3.1.
Identifying Appropriate Distributions
6.3.2.
Goodness-of-Fit Testing
6.3.3.
Normal Probability Plots
6.3.4.
Transformations for Normality
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7. Sampling Methods and Study Design