{"product_id":"handbook-of-regression-modeling-in-people-analytics-with-examples-in-r-and-python-hardcover","title":"Handbook of Regression Modeling in People Analytics: With Examples in R and Python - Hardcover","description":"\u003cp\u003eby \u003cb\u003eKeith McNulty\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eDespite 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 \u003ci\u003ewhy\u003c\/i\u003e something is happening. Regression analysis is the best 'swiss army knife' we have for answering these kinds of questions.\u003c\/p\u003e\u003cp\u003eThis 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 analysis of people and talent, the methods easily transfer to any discipline. The book hits a 'sweet spot' where there is just enough mathematical theory to support a strong understanding of the methods, but with a step-by-step guide and easily reproducible examples and code, so that the methods can be put into practice immediately. This makes the book accessible to a wide readership, from public and private sector analysts and practitioners to students and researchers.\u003c\/p\u003e\u003cp\u003eKey Features: \u003c\/p\u003e\u003cul\u003e \u003cli\u003e16 accompanying datasets across a wide range of contexts (e.g. academic, corporate, sports, marketing)\u003c\/li\u003e \u003cli\u003eClear step-by-step instructions on executing the analyses\u003c\/li\u003e \u003cli\u003eClear guidance on how to interpret results\u003c\/li\u003e \u003cli\u003ePrimary instruction in R but added sections for Python coders\u003c\/li\u003e \u003cli\u003eDiscussion exercises and data exercises for each of the main chapters\u003c\/li\u003e \u003cli\u003eFinal chapter of practice material and datasets ideal for class homework or project work.\u003c\/li\u003e \u003c\/ul\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKeith McNulty\u003c\/strong\u003e, PhD is a leading practitioner of applied statistics, psychometrics and people analytics. He is currently Global Director of Talent Science and Analytics at McKinsey and Company. \u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 272\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.7 x 9.3 x 6.1 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e July 30, 2021\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":47411916636338,"sku":"9781032041742","price":153.88,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0770\/3891\/1666\/files\/0299701e73e03dd9dfe0bbefbf855139.webp?v=1778310479","url":"https:\/\/box.dadyminds.org\/products\/handbook-of-regression-modeling-in-people-analytics-with-examples-in-r-and-python-hardcover","provider":"DADYMINDS BOX","version":"1.0","type":"link"}