The Father's Role

Cross Cultural Perspectives

Buch | Hardcover

392 Seiten

2017
Routledge (Verlag)
978-1-138-45186-5 (ISBN)

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Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences shows students how to apply statistical methods to behavioral science data in a sensible manner. Assuming some familiarity with introductory statistics, the book analyzes a host of real-world data to provide useful answers to real-life issues. The author begins by exploring the types and design of behavioral studies. He also explains how models are used in the analysis of data. After describing graphical methods, such as scatterplot matrices, the text covers simple linear regression, locally weighted regression, multiple linear regression, regression diagnostics, the equivalence of regression and ANOVA, the generalized linear model, and logistic regression. The author then discusses aspects of survival analysis, linear mixed effects models for longitudinal data, and the analysis of multivariate data. He also shows how to carry out principal components, factor, and cluster analyses. The final chapter presents approaches to analyzing multivariate observations from several different populations. Through real-life applications of statistical methodology, this book elucidates the implications of behavioral science studies for statistical analysis. It equips behavioral science students with enough statistical tools to help them succeed later on in their careers. Solutions to the problems as well as all R code and data sets for the examples are available at www.crcpress.com

Michael E. Lamb

Erscheinungsdatum	07.10.2017
Verlagsort	London
Sprache	englisch
Maße	156 x 234 mm
Gewicht	453 g
Themenwelt	Geisteswissenschaften ► Geschichte
	Geisteswissenschaften ► Psychologie ► Entwicklungspsychologie
	Medizin / Pharmazie ► Medizinische Fachgebiete ► Psychiatrie / Psychotherapie
	Sozialwissenschaften ► Kommunikation / Medien ► Medienwissenschaft
ISBN-10	1-138-45186-X / 113845186X
ISBN-13	978-1-138-45186-5 / 9781138451865
Zustand	Neuware