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Advances in quantitative approaches to sociological issues

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in quantitative approaches to sociological issuesedited by Miki Nakai.
其他作者:	Nakai, Miki.
出版者:	Singapore :Springer Nature Singapore :2025.
面頁冊數:	xi, 167 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	SociologyStatistical methods.
電子資源:	https://doi.org/10.1007/978-981-96-7109-0
ISBN:	9789819671090$q(electronic bk.)

Advances in quantitative approaches to sociological issues
Advances in quantitative approaches to sociological issues[electronic resource] /edited by Miki Nakai. - Singapore :Springer Nature Singapore :2025. - xi, 167 p. :ill. (some col.), digital ;24 cm. - Behaviormetrics: quantitative approaches to human behavior,v. 202524-4035 ;. - Behaviormetrics: quantitative approaches to human behavior ;v.5..

Preface -- Foreword -- 1 Modeling the structure of social phenomena -- 2 Discrete latent variable models -- 3 High-dimensional data analysis -- 4 Approaches to analysis with missing data -- 5 Longitudinal data analysis -- 6 Attitudinal data analysis -- 7 Time series and cross-national comparisons of occupational segregation -- 8 Visualization of social mechanisms -- 9 Statistical approaches to the characteristics of the occupational structure.

This edited book is the first one in English that demonstrates the innovative use of cutting-edge statistical methods for sociological and social science data. Unlike books that focus solely on applying quantitative methods to sociological and social science data, this book includes in-depth methodological discussions that highlight the interplay between sociological theory and data analysis. With expertise in sociology, psychology, social statistics, and survey methods and data collection, researchers in quantitative social science have developed extended, improved methods such as multivariate statistical analysis, survey methods, cluster analysis, multidimensional scaling, correspondence analysis, latent state model, network analysis, and other means tailored for cross-sectional, longitudinal, compositional, and network data to contribute to solving society's greatest challenges. The purpose of the book is twofold. One is to represent studies focusing on new directions in statistical analysis of sociological and social science data. These new directions may include novel theoretical paradigms, developing topical areas of research, innovative methodologies, and/or substantive findings that explore social processes. The other is to offer the most appropriate models and methods for explaining social phenomena and their underlying structures with the goal of discovering useful information, drawing conclusions, and supporting decision-making. The methodological discussions empower researchers to make informed decisions about research design, data collection, and analysis, enhancing the quality and validity of their sociological inquiries.

ISBN: 9789819671090$q(electronic bk.)

Standard No.: 10.1007/978-981-96-7109-0doiSubjects--Topical Terms:

200062
Sociology
--Statistical methods.

LC Class. No.: HM535

Dewey Class. No.: 301.0727

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