Intensive Longitudinal Analysis of Human Processes is popular PDF and ePub book, written by Kathleen M. Gates in 2023-01-31, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Intensive Longitudinal Analysis of Human Processes can be Read Online from any device for your convenience.
Intensive Longitudinal Analysis of Human Processes Book PDF Summary
This book focuses on a span of statistical topics relevant to researchers who seek to conduct person-specific analysis of human data. Our purpose is to provide one consolidated resource that includes techniques from disciplines such as engineering, physics, statistics, and quantitative psychology and outlines their application to data often seen in human research. The book balances mathematical concepts with information needed for using these statistical approaches in applied settings, such as interpretative caveats and issues to consider when selecting an approach. The statistical topics covered here include foundational material as well as state-of-the-art methods. These analytic approaches can be applied to a range of data types such as psychophysiological, self-report, and passively collected measures such as those obtained from smartphones. We provide examples using varied data sources including functional MRI (fMRI), daily diary, and ecological momentary assessment data. Features: Description of time series, measurement, model building, and network methods for person-specific analysis Discussion of the statistical methods in the context of human research Empirical and simulated data examples used throughout the book R code for analyses and recorded lectures for each chapter available via a link available at www.routledge.com/9781482230598 Across various disciplines of human study, researchers are increasingly seeking to conduct person-specific analysis. This book provides comprehensive information, so no prior knowledge of these methods is required. We aim to reach active researchers who already have some understanding of basic statistical testing. Our book provides a comprehensive resource for those who are just beginning to learn about person-specific analysis as well as those who already conduct such analysis but seek to further deepen their knowledge and learn new tools.
Detail Book of Intensive Longitudinal Analysis of Human Processes PDF
- Author : Kathleen M. Gates
- Release : 31 January 2023
- Publisher : CRC Press
- ISBN : 9780429528927
- Genre : Mathematics
- Total Page : 263 pages
- Language : English
- PDF File Size : 8,8 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Intensive Longitudinal Analysis of Human Processes by Kathleen M. Gates, 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.