Power and Sample Size Calculations - Statistical Inference | Lecture Notes - YNetStudyHub
Statistical Inference

Power and Sample Size Calculations

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Students will explore the concepts of statistical power and sample size calculations, understand how they influence the design of experiments, and learn methods to determine the sample size needed for a study.

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Power and Sample Size Calculations: 1. Introduction: Power and sample size calculations are essential in research design to determine the appropriate sample size needed to detect a certain effect size with a desired level of confidence. 2. Power Calculation: Power is the probability of detecting a true effect if it exists in the population. Factors influencing power include effect size, signifi...…

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Unit Syllabus 10 Topics
1
Introduction to Statistical Inference
Sampling Methods
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Confidence Intervals
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Hypothesis Testing
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Types of Errors in Hypothesis Testing
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Parametric vs. Nonparametric Tests
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One-Sample and Two-Sample Tests
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Analysis of Variance (ANOVA)
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Chi-Square Tests
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Power and Sample Size Calculations
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