Description: Small Sample Size Solutions : A Guide for Applied Researchers and Practitioners, Hardcover by Van De Schoot, Rens (EDT); Miocevic, Milica (EDT), ISBN 0367221896, ISBN-13 9780367221898, Brand New, Free shipping in the US 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 th 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.
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Book Title: Small Sample Size Solutions : A Guide for Applied Researchers and
Number of Pages: 270 Pages
Publication Name: Small Sample Size Solutions (Open Access) : a Guide for Applied Researchers and Practitioners
Language: English
Publisher: Routledge
Publication Year: 2020
Item Height: 0.8 in
Subject: General, Research & Methodology
Type: Textbook
Item Weight: 20.2 Oz
Item Length: 9.4 in
Subject Area: Psychology
Author: Milica MiočEvić
Item Width: 6.4 in
Series: European Association of Methodology Ser.
Format: Hardcover
