Statistical Methods for the Social and Behavioural Sciences

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Release : 2017-12-11
Genre : Social Science
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Book Rating : 925/5 ( reviews)

Statistical Methods for the Social and Behavioural Sciences - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Methods for the Social and Behavioural Sciences write by David B. Flora. This book was released on 2017-12-11. Statistical Methods for the Social and Behavioural Sciences available in PDF, EPUB and Kindle. Statistical methods in modern research increasingly entail developing, estimating and testing models for data. Rather than rigid methods of data analysis, the need today is for more flexible methods for modelling data. In this logical, easy-to-follow and exceptionally clear book, David Flora provides a comprehensive survey of the major statistical procedures currently used. His innovative model-based approach teaches you how to: Understand and choose the right statistical model to fit your data Match substantive theory and statistical models Apply statistical procedures hands-on, with example data analyses Develop and use graphs to understand data and fit models to data Work with statistical modeling principles using any software package Learn by applying, with input and output files for R, SAS, SPSS, and Mplus. Statistical Methods for the Social and Behavioural Sciences: A Model Based Approach is the essential guide for those looking to extend their understanding of the principles of statistics, and begin using the right statistical modeling method for their own data. It is particularly suited to second or advanced courses in statistical methods across the social and behavioural sciences.

Handbook of Statistical Modeling for the Social and Behavioral Sciences

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Release : 2013-06-29
Genre : Psychology
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Book Rating : 924/5 ( reviews)

Handbook of Statistical Modeling for the Social and Behavioral Sciences - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Handbook of Statistical Modeling for the Social and Behavioral Sciences write by G. Arminger. This book was released on 2013-06-29. Handbook of Statistical Modeling for the Social and Behavioral Sciences available in PDF, EPUB and Kindle. Contributors thoroughly survey the most important statistical models used in empirical reserch in the social and behavioral sciences. Following a common format, each chapter introduces a model, illustrates the types of problems and data for which the model is best used, provides numerous examples that draw upon familiar models or procedures, and includes material on software that can be used to estimate the models studied. This handbook will aid researchers, methodologists, graduate students, and statisticians to understand and resolve common modeling problems.

Modern Statistics for the Social and Behavioral Sciences

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Release : 2011-08-05
Genre : Mathematics
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Book Rating : 563/5 ( reviews)

Modern Statistics for the Social and Behavioral Sciences - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Modern Statistics for the Social and Behavioral Sciences write by Rand Wilcox. This book was released on 2011-08-05. Modern Statistics for the Social and Behavioral Sciences available in PDF, EPUB and Kindle. In addition to learning how to apply classic statistical methods, students need to understand when these methods perform well, and when and why they can be highly unsatisfactory. Modern Statistics for the Social and Behavioral Sciences illustrates how to use R to apply both standard and modern methods to correct known problems with classic techniques. Numerous illustrations provide a conceptual basis for understanding why practical problems with classic methods were missed for so many years, and why modern techniques have practical value. Designed for a two-semester, introductory course for graduate students in the social sciences, this text introduces three major advances in the field: Early studies seemed to suggest that normality can be assumed with relatively small sample sizes due to the central limit theorem. However, crucial issues were missed. Vastly improved methods are now available for dealing with non-normality. The impact of outliers and heavy-tailed distributions on power and our ability to obtain an accurate assessment of how groups differ and variables are related is a practical concern when using standard techniques, regardless of how large the sample size might be. Methods for dealing with this insight are described. The deleterious effects of heteroscedasticity on conventional ANOVA and regression methods are much more serious than once thought. Effective techniques for dealing heteroscedasticity are described and illustrated. Requiring no prior training in statistics, Modern Statistics for the Social and Behavioral Sciences provides a graduate-level introduction to basic, routinely used statistical techniques relevant to the social and behavioral sciences. It describes and illustrates methods developed during the last half century that deal with known problems associated with classic techniques. Espousing the view that no single method is always best, it imparts a general understanding of the relative merits of various techniques so that the choice of method can be made in an informed manner.

Research Methods for the Behavioral and Social Sciences

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Release : 2010-01-26
Genre : Psychology
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Book Rating : 038/5 ( reviews)

Research Methods for the Behavioral and Social Sciences - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Research Methods for the Behavioral and Social Sciences write by Bart L. Weathington. This book was released on 2010-01-26. Research Methods for the Behavioral and Social Sciences available in PDF, EPUB and Kindle. A comprehensive introduction to research methods and best practices for designing,conducting, interpreting, and reporting findings This text is designed to develop in students a passion for conducting research and an understanding of the practical value of systematic information- gathering and decision-making. It features step-by-step coverage of the research process including research design, statistical considerations, and guidance on writing up and presenting results. Recognized leaders in the field—authors Bart Weathington, Christopher Cunningham, and David Pittenger—present: Introductions to multiple research designs—including single-participant, multi-group, longitudinal, correlational, and experimental designs—accompanied by examples Bibliographic research and methods for appropriate sampling Identifying, developing, and evaluating reliable and valid approaches to measurement The issues and steps common to all single-factor and multifactor studies, as well as single-subject and nonexperimental methods How to summarize research in writing that conforms to the editorial guidelines of the American Psychological Association A comprehensive review of research methods and the statistical concepts that support them, Research Methods for the Behavioral and Social Sciences offers the best techniques for studying behavior and social phenomena.

Advanced Research Methods for the Social and Behavioral Sciences

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Release : 2019-03-14
Genre : Psychology
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Book Rating : 933/5 ( reviews)

Advanced Research Methods for the Social and Behavioral Sciences - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advanced Research Methods for the Social and Behavioral Sciences write by John E. Edlund. This book was released on 2019-03-14. Advanced Research Methods for the Social and Behavioral Sciences available in PDF, EPUB and Kindle. Written by an interdisciplinary team of global experts, this book is an invaluable tool for anyone learning about research methods.