Small Sample Size Solutions is popular PDF and ePub book, written by Rens van de Schoot in 2020-02-13, it is a fantastic choice for those who relish reading online the Psychology genre. Let's immerse ourselves in this engaging Psychology book by exploring the summary and details provided below. Remember, Small Sample Size Solutions can be Read Online from any device for your convenience.
Small Sample Size Solutions Book PDF Summary
Researchers often have difficulties collecting enough data to test their hypotheses, either because target groups are small or hard to access, or because data collection entails prohibitive costs. Such obstacles may result in data sets that are too small for the complexity of the statistical model needed to answer the research question. This unique book provides guidelines and tools for implementing solutions to issues that arise in small sample research. Each chapter illustrates statistical methods that allow researchers to apply the optimal statistical model for their research question when the sample is too small. This essential book will enable social and behavioral science researchers to test their hypotheses even when the statistical model required for answering their research question is too complex for the sample sizes they can collect. The statistical models in the book range from the estimation of a population mean to models with latent variables and nested observations, and solutions include both classical and Bayesian methods. All proposed solutions are described in steps researchers can implement with their own data and are accompanied with annotated syntax in R. The methods described in this book will be useful for researchers across the social and behavioral sciences, ranging from medical sciences and epidemiology to psychology, marketing, and economics.
Detail Book of Small Sample Size Solutions PDF
- Author : Rens van de Schoot
- Release : 13 February 2020
- Publisher : Routledge
- ISBN : 9781000760941
- Genre : Psychology
- Total Page : 270 pages
- Language : English
- PDF File Size : 19,6 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Small Sample Size Solutions by Rens van de Schoot, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.
