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El. knyga: Advanced Statistics for Physical and Occupational Therapy [Taylor & Francis e-book]

  • Formatas: 242 pages, 29 Tables, black and white; 64 Line drawings, black and white; 64 Illustrations, black and white
  • Išleidimo metai: 05-Apr-2022
  • Leidėjas: Routledge
  • ISBN-13: 9781003179757
  • Taylor & Francis e-book
  • Kaina: 161,57 €*
  • * this price gives unlimited concurrent access for unlimited time
  • Standartinė kaina: 230,81 €
  • Sutaupote 30%
  • Formatas: 242 pages, 29 Tables, black and white; 64 Line drawings, black and white; 64 Illustrations, black and white
  • Išleidimo metai: 05-Apr-2022
  • Leidėjas: Routledge
  • ISBN-13: 9781003179757
Advanced Statistics for Physical and Occupational Therapy explains the basis for statistical analyses that are commonly used to answer clinical research questions related to physical and occupational therapy. This textbook provides a resource to help students and faculty in physical and occupational therapy graduate programs understand the basis for common statistical analyses and be able to apply these techniques in their own research. This textbook provides readers with the basis for common statistical analyses, including t-tests, analysis of variance, regression, and nonparametric tests. Each chapter includes step-by-step tutorials with corresponding example data sets explaining how to conduct these statistical analyses using Statistical Package for the Social Sciences (SPSS) software and the Excel Analysis ToolPak, as well as how to identify and interpret relevant output and report results.

Advanced Statistics for Physical and Occupational Therapy is key reading for students in physical therapy, occupational therapy, sport performance, and sport rehabilitation graduate programs as well as students in athletic training courses, applied statistics in sport, and research methods in sport modules.

This new text will also be of interest to practicing clinicians who hope to better understand the research they are reading and/or are interested in starting to conduct their own clinical research.
List of Figures
ix
List of Tables
xii
List of Boxes
xiii
Preface xiv
Glossary xvi
1 Introduction to fundamental concepts
1(10)
2 Descriptive statistics
11(20)
3 The normal distribution
31(9)
4 Probability and statistical inference
40(18)
5 T-Tests
58(19)
6 Introduction to analysis of variance
77(21)
7 Factorial analysis of variance
98(14)
8 Correlation
112(19)
9 Simple linear regression
131(18)
10 Multiple regression
149(19)
11 Logistic regression
168(11)
12 Non-parametric tests
179(9)
13 Effect sizes and confidence intervals
188(7)
14 Sample size estimation
195(6)
15 Analysis of covariance
201(3)
16 Multivariate analysis of variance
204(3)
Data Sets 207(9)
Appendixes 216(18)
References 234(5)
Index 239
Thomas Gus Almonroeder, PT, DPT, PhD, is an assistant professor in the Department of Health Professions at the University of Wisconsin La Crosse, USA.