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Improving Your Statistical Inferences
This open educational resource integrates information from the author's blog, the author's MOOCs "Improving Your Statistical Inferences and Improving Your Statistical Questions," and his scientific work. The goal is to make the information more accessible, and easier to update in the future. The author have re-used and adapted (parts of) his own open access articles, without adding quotation marks.
Topics include:
- Using p-values to test a hypothesis
- Error control
- Likelihoods
- Bayesian statistics
- Asking Statistical Questions
- Effect Sizes
- Confidence Intervals
- Sample Size Justification
- Equivalence Testing and Interval Hypotheses
- Sequential Analysis
- Meta-analysis
- Bias detection
- Preregistration and Transparency
- Computational Reproducibility
Topics include:
- Using p-values to test a hypothesis
- Error control
- Likelihoods
- Bayesian statistics
- Asking Statistical Questions
- Effect Sizes
- Confidence Intervals
- Sample Size Justification
- Equivalence Testing and Interval Hypotheses
- Sequential Analysis
- Meta-analysis
- Bias detection
- Preregistration and Transparency
- Computational Reproducibility
ebook
Published April 12, 2022
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