Understanding T-tests and ANOVAs
Understanding T-tests and ANOVAs
Statistics for Life Scientists
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Welcome!
Course Introduction
Chapter 1: Introduction to Statistical Thinking and Data Analysis
Why take this course?
4
Experimental Design
Biological and Technical Controls
Choosing the Right Sample Size
2
Randomization Techniques for Reducing Bias
Data Collection and Management
Background Readings
1
Chapter 1: Test Yourself
Chapter 2: Understanding Probability Concepts in Statistics
Descriptive Statistics
Probability Distributions
Normal Distribution
Normality Testing
Skewed Data and Logarithmic Transformation
Chapter 2: Test Yourself
Chapter 3: Comparing Groups with Statistics
Formulating Null and Alternative Hypotheses
Understanding T-tests and ANOVAs
1
ANOVA
Post-hoc Tests
Interpreting P-values for Biological Significance
Chapter 3: Test Yourself
Congratulations!
Learning Checklist
11
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Statistics for Life Scientists
Buy now
Learn more
Welcome!
Course Introduction
Chapter 1: Introduction to Statistical Thinking and Data Analysis
Why take this course?
4
Experimental Design
Biological and Technical Controls
Choosing the Right Sample Size
2
Randomization Techniques for Reducing Bias
Data Collection and Management
Background Readings
1
Chapter 1: Test Yourself
Chapter 2: Understanding Probability Concepts in Statistics
Descriptive Statistics
Probability Distributions
Normal Distribution
Normality Testing
Skewed Data and Logarithmic Transformation
Chapter 2: Test Yourself
Chapter 3: Comparing Groups with Statistics
Formulating Null and Alternative Hypotheses
Understanding T-tests and ANOVAs
1
ANOVA
Post-hoc Tests
Interpreting P-values for Biological Significance
Chapter 3: Test Yourself
Congratulations!
Learning Checklist
11