Professional Certificate in Hypothesis Testing: Statistical Analysis
-- ViewingNowThe Professional Certificate in Hypothesis Testing: Statistical Analysis is a vital course for professionals seeking to enhance their data analysis skills. This certificate program focuses on teaching learners how to design and implement hypothesis testing methods to make informed decisions in various industries.
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⢠Introduction to Hypothesis Testing: Understanding the Basics
⢠Null and Alternative Hypotheses: Formulation and Different Types
⢠Statistical Significance and P-values: Interpretation and Importance
⢠Type I and Type II Errors: Definitions, Consequences, and Prevention
⢠One-tailed and Two-tailed Tests: Comparisons and Choosing the Right Test
⢠T-tests: Independent and Paired: Concepts and Applications
⢠Analysis of Variance (ANOVA): Assumptions, Types, and Applications
⢠Confidence Intervals: Calculation, Interpretation, and Connection to Hypothesis Testing
⢠Chi-square Tests: Goodness-of-fit and Test of Independence
⢠Power Analysis: Understanding, Calculating, and Applying in Hypothesis Testing
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