{"product_id":"regression-inside-out-hardback-9781108841108","title":"Regression Inside Out (Hardback) 9781108841108","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eRegression Inside Out\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eDemonstrates new ways to extract knowledge from statistical data and unlock more nuanced interpretations than has previously been possible.\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eEric W. Schoon (Author), David Melamed (Author), Ronald L. Breiger (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781108841108, Cambridge University Press\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 22 February 2024\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e282 pages\u003cbr\u003e25.1 x 17.6 x 2.1 cm, 0.654 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cem\u003e\u003cfont size=\"3\"\u003e'[T]his text combines ingenuous ideas, uncompromising rigor, and intuitive accessibility. I highly recommend this book to data analysts and statistical practitioners. Its innovative approach and rigorous analysis offer valuable insights that can transform how we interpret regression models.' Jun Xu, Social Forces\u003c\/font\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eLinear regression analysis, with its many generalizations, is the predominant quantitative method used throughout the social sciences and beyond. The goal of the method is to study relations among variables. In this book, Schoon, Melamed and Breiger turn regression modeling inside out to put the emphasis on the cases (people, organizations, and nations) that comprise the variables. By re-analyzing influential published research, they reveal new insights and present a principled way to unlock a set of more nuanced interpretations than has previously been attainable. The emphasis is on intuition and examples that can be reproduced using the code and datasets provided. Relating their contributions to methodologies that operate under quite different philosophical assumptions, the authors advance multi-method social science and help to bridge the divide between quantitative and qualitative research. The result is a modern, accessible, and innovative take on extracting knowledge from data.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e1. Regression inside out\u003cbr\u003e Part I: 2. OLS inside out\u003cbr\u003e 3. Generalizing regression inside out\u003cbr\u003e 4. Turning variance inside out with Eunsung Yoon\u003cbr\u003e Part II: 5. Action detection\u003cbr\u003e 6. Interaction detection\u003cbr\u003e Part III: 7. RIO as a gateway to case selection\u003cbr\u003e 8. RIO as a gateway to configurational comparative analysis\u003cbr\u003e 9. RIO as a gateway to field theory\u003cbr\u003e 10. Conclusion\u003cbr\u003e Appendix A: A brief introduction to matrices and matrix multiplication\u003cbr\u003e Appendix B: Computation of the singular value decomposition (SVD)\u003cbr\u003e Appendix C: Variance for binomial and count outcomes\u003cbr\u003e Appendix D: Compositional effects in using RIO to detect statistical interactions\u003cbr\u003e Appendix E: Monte Carlo simulation detecting interactions by regressing on rows of P.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Social research \u0026amp; statistics [\u003ca title=\"See our other books on Social research \u0026amp; statistics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Social%20research%20\u0026amp;%20statistics%20%5BJHBC%5D%22\"\u003eJHBC\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Cambridge University Press","offers":[{"title":"Brand New","offer_id":52417738572056,"sku":"9781108841108","price":65.49,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781108841108i.jpg?v=1784505708","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/regression-inside-out-hardback-9781108841108","provider":"Freshly Printed Books","version":"1.0","type":"link"}