Selected Statistical Methods in Biology

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Preface

• The goal of this page is to cover some topics of statistical methods for experimental biology.
• The methods shown here use the statistical programming language R.
• Some of the examples include common mistakes/traps

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Basics

• Simple Data Visualization
• Summary Statistics

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Confidence Intervals

• Notched Boxplots - Simulations

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Hypothesis Testing

• ANOVA - Simulations
• ANOVA - qPCR Example

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Correlation

• Binning and Correlation - Simulations

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Linear Models

• Generalized Linear Mixed Effect Models

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