Determining sample size and power in research studies : a manual for researchers

著者

    • Verma, J. P.
    • Verma, Priyam

書誌事項

Determining sample size and power in research studies : a manual for researchers

J.P. Verma, Priyam Verma

Springer, 2020

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注記

Description based upon print version of record

Includes bibliographical references

収録内容

  • Intro
  • Foreword
  • Preface
  • Acknowledgements
  • Contents
  • About the Authors
  • 1 Introduction to Sample Size Determination
  • Introduction
  • Issues with Very Small Samples
  • Issues with Very Large Samples
  • Strategy in Sample Selection
  • Common Errors in Conducting Research
  • Flow Diagrams for Deciding Sample Size
  • Summary
  • Bibliography
  • 2 Understanding Statistical Inference
  • Introduction
  • Hypothesis Testing
  • Procedure in Hypothesis Testing Experiment
  • Effect Size
  • Summary
  • Bibliography
  • 3 Understanding Concepts in Estimating Sample Size in Survey Studies
  • Introduction
  • Determining Sample Size in Estimating Population Mean
  • Factors Affecting Sample Size
  • Sample Size Determination for Estimating Mean When Population SD Is Known
  • Sample Size Determination for Estimating Mean When Population SD Is Unknown
  • Determining Sample Size in Estimating Population Proportion
  • Sample Size Determination for Estimating Proportion
  • Determining Sample Size in Estimating Difference Between Two Population Means
  • Summary
  • Bibliography
  • 4 Understanding Concepts in Estimating Sample Size in Hypothesis Testing Experiments
  • Introduction
  • Importance of Sample Size in Experimental Studies
  • Sample Size on the Basis of Power
  • One-Sample Testing of Mean
  • Determining Sample Size
  • Estimation of Sample Size in One-Sample Test
  • Estimation of Minimum Detectable Difference
  • Estimation of Power in One-Sample t-Test
  • Testing Difference Between Two Means
  • Determining Sample Size in Two-Sample t-Test
  • Estimation of Power in Two-Sample t-Test
  • Summary
  • Bibliography
  • 5 Use of G*Power Software
  • Introduction
  • Procedure of Installing G*Power 3.1
  • Summary
  • Bibliography
  • 6 Determining Sample Size in Experimental Studies
  • Introduction
  • One Sample Tests
  • Two Sample Tests
  • Testing Significance of Relationship
  • Summary
  • Bibliography
  • 7 Determining Sample Size in General Linear Models
  • Introduction
  • Linear Multiple Regression Model
  • Logistic Regression
  • Analysis of Variance
  • Summary
  • Bibliography
  • Appendix

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