購物比價找書網找車網
FindBook  
 有 1 項符合

Machine Learning for Social and Behavioral Research

的圖書
Machine Learning for Social and Behavioral Research Machine Learning for Social and Behavioral Research

作者:Jacobucci 
出版社:Guilford Publications
出版日期:2023-07-11
語言:英文   規格:平裝 / 408頁 / 普通級/ 初版
圖書選購
型式價格供應商所屬目錄
 
$ 3720
博客來 博客來
社會科學
圖書介紹 - 資料來源:博客來   評分:
圖書名稱:Machine Learning for Social and Behavioral Research

內容簡介

Today’s social and behavioral researchers increasingly need to know: "What do I do with all this data?" This book provides the skills needed to analyze and report large, complex data sets using machine learning tools, and to understand published machine learning articles. Techniques are demonstrated using actual data (Big Five Inventory, early childhood learning, and more), with a focus on the interplay of statistical algorithm, data, and theory. The identification of heterogeneity, measurement error, regularization, and decision trees are also emphasized. The book covers basic principles as well as a range of methods for analyzing univariate and multivariate data (factor analysis, structural equation models, and mixed-effects models). Analysis of text and social network data is also addressed. End-of-chapter "Computational Time and Resources" sections include discussions of key R packages; the companion website provides R programming scripts and data for the book’s examples.

 

作者簡介

Ross Jacobucci, PhD, is Assistant Professor in Quantitative Psychology in the Department of Psychology at the University of Notre Dame. His research interests include the development and application of machine learning for clinical research, with a focus on suicide and nonsuicidal self-injury. Dr. Jacobucci is an active developer of open-source software for the R statistical environment, with five packages that implement some form of machine learning. His website is www.rjacobucci.com.

Kevin J. Grimm, PhD, is Professor of Psychology at Arizona State University. His research interests include multivariate methods for the analysis of change, multiple group and latent class models for understanding divergent developmental processes, nonlinearity in development, machine learning techniques for psychological data, and mathematics and reading ability development. Dr. Grimm is a recipient of the Early Career Research Award and the Barbara Byrne Book Award (for Growth Modeling: Structural Equation and Multilevel Modeling Perspectives) from the Society of Multivariate Experimental Psychology.

Zhiyong Zhang, PhD, is Professor in Quantitative Psychology in the Department of Psychology at the University of Notre Dame, where he directs the Lab for Big Data Methodology. He has conducted research in the areas of Bayesian methods, structural equation modeling, longitudinal data analysis, and missing data and non-normal data analysis. His recent research involves the development of new methods and software for social network and text analysis. Dr. Zhang is the founding editor of the Journal of Behavioral Data Science. His website is https: //bigdatalab.nd.edu.

 

詳細資料

  • ISBN:9781462552924
  • 規格:平裝 / 408頁 / 普通級 / 初版
  • 出版地:美國
贊助商廣告
 
金石堂 - 今日66折
速刷任務,把部屬的速度催出來 :盯哪才做哪,能不做就先擺著,如此機靈的人才怎麼變身積極?盯任務,別盯他。
作者:橫山信弘
出版社:大是文化有限公司
出版日期:2024-02-26
66折: $ 257 
金石堂 - 今日66折
忘憂樂園(忘憂森林二)(附贈12新色木紋質感隨身彩色鉛筆組)
作者:米莉.瑪洛塔
出版社:臉譜文化
出版日期:2015-09-05
66折: $ 211 
金石堂 - 今日66折
從內到外全方位防護套書(二版)(3冊):《精微圈(二版)》、《未來預演(二版)》、《一個瑜伽士的內在喜悅工程(二版)》
作者:辛蒂.戴爾
出版社:地平線文化
出版日期:2023-11-22
66折: $ 943 
 
金石堂 - 暢銷排行榜
四季姊妹 無修正
作者:あきのそら
出版社:未來數位有限公司
出版日期:2024-10-30
$ 253 
金石堂 - 暢銷排行榜
隨插即上!性愛後宮 無修正 ※DAV
作者:西沢水木(西沢みずき)
出版社:未來數位有限公司
出版日期:2024-10-30
$ 253 
金石堂 - 暢銷排行榜
世界上最透明的故事(日本出版界話題作,只有紙本書可以體驗的感動)
作者:杉井光
出版社:皇冠文化出版有限公司
出版日期:2024-09-30
$ 284 
博客來 - 暢銷排行榜
膽大黨 14
作者:龍幸伸
出版社:東立
出版日期:2024-09-27
$ 93 
 
Taaze 讀冊生活 - 新書排行榜
黃婉玲的減醣家常菜:56道融入老台菜技法的減醣佳餚,輕鬆打造日日豐盛餐桌
作者:黃婉玲
出版社:時報文化出版企業股份有限公司
出版日期:2024-11-05
$ 364 
博客來 - 新書排行榜
山茶花情書【首刷限量為你而寫信紙組】
作者:小川糸
出版社:圓神
出版日期:2024-11-01
$ 347 
博客來 - 新書排行榜
陰陽眼見子 (10)
出版日期:2024-11-07
$ 110 
金石堂 - 新書排行榜
所有人的玩具 02
作者:石井康之
出版社:東立出版社
出版日期:2024-12-31
$ 95 
 

©2024 FindBook.com.tw -  購物比價  找書網  找車網  服務條款  隱私權政策