Meta-analysis for Data Science and Business Analytics

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Free Online Course: Meta-analysis for Data Science and Business Analytics provided by LinkedIn Learning is a comprehensive online course, which lasts for Less than 1 hour of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. Meta-analysis for Data Science and Business Analytics is taught by Conrad Carlberg.

Overview
  • Enhance your understanding of meta-analysis. Learn about raw mean differences and how to convert useful outcome measures to commensurate measures of effect size.

Syllabus
  • Introduction

    • Welcome
    • Exercise files
    1. Meta-Analysis: The Basic Idea
    • Combine many empirical findings
    • Closer look at effect sizes
    • Need for a standard measure
    2. Two Groups: Continuous Outcome Measure
    • Raw mean difference
    • Standardized mean difference: Independent groups
    • Standardized mean difference: Dependent groups
    3. Two Groups: Binary Outcome
    • Risk and odds ratios
    • Logarithms in risk and odds ratios
    4. Confidence Intervals
    • Odds ratios
    • Single study
    • Meta-analysis
    Conclusion
    • Next steps