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Clinical Data Analysis on a Pocket Calculator

Understanding the Scientific Methods of Statistical Reasoning and Hypothesis Testing

  • The medical and health care uses the scientific method little, the book addresses how to daily use it
  • Statistical software programs are experienced as black boxes to non mathematiciens
  • All specific advantages of pocket calculators are summarized

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Table of contents (60 chapters)

  1. Continuous Outcome Data

    1. Unpaired Analysis of Variance

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 103-106
    2. Paired Analysis of Variance

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 107-111
    3. Variability Analysis for One or Two Samples

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 113-119
    4. Variability Analysis for Three or More Samples

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 121-124
    5. Confounding

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 125-129
    6. Interaction

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 139-143
    7. Accuracy and Reliability Assessments

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 145-149
    8. Robust Tests for Imperfect Data

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 151-157
    9. Non-linear Modeling on a Pocket Calculator

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 159-162
    10. Fuzzy Modeling for Imprecise and Incomplete Data

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 163-170
    11. Bhattacharya Modeling for Unmasking Hidden Gaussian Curves

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 171-174
    12. Item Response Modeling Instead of Classical Linear Analysis of Questionnaires

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 175-179
    13. Meta-analysis of Continuous Data

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 181-184
    14. Goodness of Fit Tests for Identifying Nonnormal Data

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 185-191
    15. Non-parametric Tests for Three or More Samples (Friedman and Kruskal-Wallis)

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 193-197
  2. Binary Outcome Data

    1. Front Matter

      Pages 199-199
    2. Data Spread: Standard Deviations, One Sample Z-Test, One Sample Binomial Test

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 201-205
    3. Z-Test for Cross-Tabs

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 207-210
    4. Phi Tests for Nominal Data

      • Ton J. Cleophas, Aeilko H. Zwinderman
      Pages 211-214

About this book

In medical and health care the scientific method is little used, and statistical software programs are experienced as black box programs producing lots of p-values, but little answers to scientific questions. The pocket calculator analyses appears to be, particularly, appreciated, because they enable medical and health professionals and students for the first time to understand the scientific methods of statistical reasoning and hypothesis testing. So much so, that it can start something like a new dimension in their professional world. In addition, a number of statistical methods like power calculations and required sample size calculations can be performed more easily on a pocket calculator, than using a software program. Also, there are some specific advantages of the pocket calculator method. You better understand what you are doing. The pocket calculator works faster, because far less steps have to be taken, averages can be used. The current nonmathematical book is complementary to the nonmathematical "SPSS for Starters and 2nd Levelers" (Springer Heidelberg Germany 2015, from the same authors), and can very well be used as its daily companion.

Authors and Affiliations

  • Department Medicine, Albert Schweitzer Hospital, Dordrecht, The Netherlands

    Ton J. Cleophas

  • Dept. Epidemiology and Biostatistics, Academic Medical Center, Amsterdam, The Netherlands

    Aeilko H. Zwinderman

About the authors

The authors are well-qualified in their field. Professor Zwinderman is past-president of the International Society of Biostatistics (2012-2015), and Professor Cleophas is past-president of the American College of Angiology (2000-2002). From their expertise they should be able to make adequate selections of modern methods for clinical data analysis for the benefit of physicians, students, and investigators. The authors have been working and publishing together for 17 years, and their research can be characterized as a continued effort to demonstrate that clinical data analysis is not mathematics but rather a discipline at the interface of biology and mathematics.

The authors as professors and teachers in statistics at universities in The Netherlands and France for the most part of their lives, are convinced that the scientific method of statistical reasoning and hypothesis testing is little used by physicians and other health workers, and they hope that the current productionwill help them find the appropriate ways for answering their scientific questions.   

Three textbooks complementary to the current production and written by the same authors are Statistics applied to clinical studies 5th edition, 2012, Machine learning in medicine a complete overview, 2015, SPSS for starters and 2nd levelers, 2015, all of them edited by Springer Heidelberg Germany.

Bibliographic Information

  • Book Title: Clinical Data Analysis on a Pocket Calculator

  • Book Subtitle: Understanding the Scientific Methods of Statistical Reasoning and Hypothesis Testing

  • Authors: Ton J. Cleophas, Aeilko H. Zwinderman

  • DOI: https://doi.org/10.1007/978-3-319-27104-0

  • Publisher: Springer Cham

  • eBook Packages: Biomedical and Life Sciences, Biomedical and Life Sciences (R0)

  • Copyright Information: Springer International Publishing Switzerland 2016

  • Hardcover ISBN: 978-3-319-27103-3Published: 29 January 2016

  • Softcover ISBN: 978-3-319-80074-5Published: 30 March 2018

  • eBook ISBN: 978-3-319-27104-0Published: 22 January 2016

  • Edition Number: 2

  • Number of Pages: XXIII, 334

  • Number of Illustrations: 41 b/w illustrations, 24 illustrations in colour

  • Topics: Biomedicine general, Entomology, Pharmacy, Statistics for Life Sciences, Medicine, Health Sciences

Buy it now

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 99.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access