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Product Details 基本信息 ISBN-13 书号 9781032211244 Author 作者 McNulty Format 版本 精装 Pages Number 页数 268页 Publisher 出版社 CRC Press Publication Date 出版日期 2022-06-20 Product Dimensions 商品尺寸 234 x 156 mm (6.14 x 9.21 Language 语种 其它（含多语） Book Contents 内容简介 Handbook of Graphs and Networks in People Analytics: With Examples in R and Python covers the theory and practical implementation of graph methods in R and Python for the analysis of people and organizational networks.; Starting with an overview of the origins of graph theory and its current applications in the social sciences, the book proceeds to give in-depth technical instruction on how to construct and store graphs from data, how to visualize those graphs compellingly and how to convert common data structures into graph-friendly form.The book explores critical elements of network analysis in detail, includin
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Product Details 基本信息 ISBN-13 书号 9781032041742 Author 作者 McNulty Format 版本 精装 Pages Number 页数 272页 Publisher 出版社 CRC Press Publication Date 出版日期 2021-07-30 Product Dimensions 商品尺寸 234 x 156 mm (6.14 x 9.21 Language 语种 其它（含多语） Book Contents 内容简介 Despite the recent rapid growth in machine learning and predictive analytics, many of the statistical questions that are faced by researchers and practitioners still involve explaining why something is happening. Regression analysis is the best ‘swiss army knife’ we have for answering these kinds of questions.This book is a learning resource on inferential statistics and regression analysis. It teaches how to do a wide range of statistical analyses in both R and in Python, ranging from simple hypothesis testing to advanced multivariate modelling. Although it is primarily focused on examples related to the ana
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