Explore
Small Sample Size Solutions
Rens Van De Schoot and Milica Miocevic
2020
0 Ungluers have
Faved this Work
Login to Fave
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.
This book is included in DOAB.
Why read this book? Have your say.
You must be logged in to comment.
Rights Information
Are you the author or publisher of this work? If so, you can claim it as yours by registering as an Unglue.it rights holder.Downloads
This work has been downloaded 187 times via unglue.it ebook links.
- 137 - pdf (CC BY-NC-ND) at OAPEN Library.
Keywords
- Analysis
- Behavioral sciences
- Economics
- Epidemiology
- estimation
- Marketing
- Medical sciences
- Observations
- Population
- Psychological methodology
- Psychology
- Research
- researchers
- small sample
- Social sciences
- Society & Social Sciences
- Statistical methods
- statistical model
- thema EDItEUR::J Society and Social Sciences::JM Psychology::JMB Psychological methodology
- variables
Links
DOI: 10.4324/9780429273872Editions