Laboratory Experiments in Information Retrieval Sample Sizes, Effect Sizes, and Statistical Power

These chapters also discuss a few multiple comparison procedures for researcherswho are interested in comparing every system pair, including a randomised version of Tukey's Honestly Significant Difference test. The chapters then deal with known limitations of classical significance testing and...

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Bibliographic Details
Main Author: Sakai, Tetsuya
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2018, 2018
Edition:1st ed. 2018
Series:The Information Retrieval Series
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 1 Preliminaries
  • 2 t-tests
  • 3 Analysis of Variance
  • 4 Multiple Comparison Procedures
  • 5 The Correct Ways to Use Significance Tests
  • 6 Topic Set Size Design Using Excel
  • 7 Power Analysis Using R
  • 8 Conclusions