Data Analysis with Small Samples and Non-Normal Data

Lingua: inglese

Editore: Oxford University Press Inc, US, 2017

0199391491 / 9780199391493

Serie: Libro 38 di 41 - Pocket Guides to Social Work Research Methods

Da: Rarewaves.com UK, London, Regno UnitoRarewaves.com UK

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In social sciences, education, and public health research, researchers often conduct small pilot studies (or may have planned for a larger sample but lost too many cases due to attrition or missingness), leaving them with a smaller sample than they expected and thus less power for their statistical analyses. Similarly, researchers may find that their data are not normally distributed -- especially in clinical samples -- or that the data may not meet other assumptions required for parametric analyses. In these situations, nonparametric analytic strategies can be especially useful, though they are likely unfamiliar. A clearly written reference book, Data Analysis with Small Samples and Non-Normal Data offers step-by-step instructions for each analytic technique in these situations. Researchers can easily find what they need, matching their situation to the case-based scenarios that illustrate the many uses of nonparametric strategies. Unlike most statistics books, this text is written in straightforward language (thereby making it accessible for nonstatisticians) while providing useful information for those already familiar with nonparametric tests. Screenshots of the software and output allow readers to follow along with each step of an analysis. Assumptions for each of the tests, typical situations in which to use each test, and descriptions of how to explain the findings in both statistical and everyday language are all included for each nonparametric strategy. Additionally, a useful companion website provides SPSS syntax for each test, along with the data set used for the scenarios in the book. Researchers can use the data set, following the steps in the book, to practice each technique before using it with their own data. Ultimately, the many helpful features of this book make it an ideal long-term reference for researchers to keep in their personal libraries.…

Codice articolo LU-9780199391493

Titolo
Data Analysis with Small Samples and Non-Normal Data
Autore
Carl F. Siebert, Darcy Clay Siebert
Editore
Oxford University Press Inc, US
Anno di pubblicazione
2017
Condizione
New
Rilegatura
Paperback
Lingua
inglese
ISBN 10
0199391491
ISBN 13
9780199391493
Peso dell'articolo
281 grammi
Serie
Libro 38 di 41: Pocket Guides to Social Work Research Methods

Rarewaves.com UK

London, Regno Unito

Venditore con 5 stelle

Venditore AbeBooks dal 11 giugno 2025

Tariffe di spedizione da Regno Unito a U.S.A.

ArticoloDa 60 a 60 giorni lavorativiDa 60 a 60 giorni lavorativi
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