Regression Inside Out

Regression Inside Out

Author: Eric W. Schoon

Publisher: Cambridge University Press

Published: 2024-02-29

Total Pages: 281

ISBN-13: 1108898130

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Linear 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.


Book Synopsis Regression Inside Out by : Eric W. Schoon

Download or read book Regression Inside Out written by Eric W. Schoon and published by Cambridge University Press. This book was released on 2024-02-29 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Linear 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.

Logistic Regression Inside and Out

Logistic Regression Inside and Out

Author: Jeffrey Strickland

Publisher: Lulu.com

Published: 2017-03-13

Total Pages: 312

ISBN-13: 1365819159

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If you have a yes or no question, then you can probably answer it with a logistic regression model. Logistic regression is most appropriate when the dependent variable has two possible outcomes. Will customers respond to an offer or unsubscribe, will the enemy fight or flee, will subjects respond to treatment or grow ill, will livestock live or die? Yes or no? I am often asked if logistic regression is a machine learning algorithm. I say that it is not, for I can formulate it mathematically and solve it using matrix equations, for example. Its solution is derived deterministically, and estimation is performed mathematically, through optimization methods. The logit link functionis the mathematical expression-a nonlinear, exponential equation, and we transform it to a linear equation by applying the natural logarithm. Here we find mathematical modeling, probability, and statistics. Here I will take you on a journey into the art and science of predictive modeling using logistic regression, inside-and-out.


Book Synopsis Logistic Regression Inside and Out by : Jeffrey Strickland

Download or read book Logistic Regression Inside and Out written by Jeffrey Strickland and published by Lulu.com. This book was released on 2017-03-13 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you have a yes or no question, then you can probably answer it with a logistic regression model. Logistic regression is most appropriate when the dependent variable has two possible outcomes. Will customers respond to an offer or unsubscribe, will the enemy fight or flee, will subjects respond to treatment or grow ill, will livestock live or die? Yes or no? I am often asked if logistic regression is a machine learning algorithm. I say that it is not, for I can formulate it mathematically and solve it using matrix equations, for example. Its solution is derived deterministically, and estimation is performed mathematically, through optimization methods. The logit link functionis the mathematical expression-a nonlinear, exponential equation, and we transform it to a linear equation by applying the natural logarithm. Here we find mathematical modeling, probability, and statistics. Here I will take you on a journey into the art and science of predictive modeling using logistic regression, inside-and-out.

Inside Out and Outside in

Inside Out and Outside in

Author: Joan Berzoff

Publisher: Jason Aronson

Published: 2008

Total Pages: 480

ISBN-13: 9780765704320

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Suitable for mental health practitioners in a variety of disciplines, this work reflects the theory and clinical practice. It offers chapters, on attachment, relational, and intersubjective theories, respectively, as well as on trauma.


Book Synopsis Inside Out and Outside in by : Joan Berzoff

Download or read book Inside Out and Outside in written by Joan Berzoff and published by Jason Aronson. This book was released on 2008 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Suitable for mental health practitioners in a variety of disciplines, this work reflects the theory and clinical practice. It offers chapters, on attachment, relational, and intersubjective theories, respectively, as well as on trauma.

Applied Regression Modeling

Applied Regression Modeling

Author: Iain Pardoe

Publisher: John Wiley & Sons

Published: 2013-01-07

Total Pages: 372

ISBN-13: 1118345045

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Praise for the First Edition "The attention to detail is impressive. The book is very well written and the author is extremely careful with his descriptions . . . the examples are wonderful." —The American Statistician Fully revised to reflect the latest methodologies and emerging applications, Applied Regression Modeling, Second Edition continues to highlight the benefits of statistical methods, specifically regression analysis and modeling, for understanding, analyzing, and interpreting multivariate data in business, science, and social science applications. The author utilizes a bounty of real-life examples, case studies, illustrations, and graphics to introduce readers to the world of regression analysis using various software packages, including R, SPSS, Minitab, SAS, JMP, and S-PLUS. In a clear and careful writing style, the book introduces modeling extensions that illustrate more advanced regression techniques, including logistic regression, Poisson regression, discrete choice models, multilevel models, and Bayesian modeling. In addition, the Second Edition features clarification and expansion of challenging topics, such as: Transformations, indicator variables, and interaction Testing model assumptions Nonconstant variance Autocorrelation Variable selection methods Model building and graphical interpretation Throughout the book, datasets and examples have been updated and additional problems are included at the end of each chapter, allowing readers to test their comprehension of the presented material. In addition, a related website features the book's datasets, presentation slides, detailed statistical software instructions, and learning resources including additional problems and instructional videos. With an intuitive approach that is not heavy on mathematical detail, Applied Regression Modeling, Second Edition is an excellent book for courses on statistical regression analysis at the upper-undergraduate and graduate level. The book also serves as a valuable resource for professionals and researchers who utilize statistical methods for decision-making in their everyday work.


Book Synopsis Applied Regression Modeling by : Iain Pardoe

Download or read book Applied Regression Modeling written by Iain Pardoe and published by John Wiley & Sons. This book was released on 2013-01-07 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the First Edition "The attention to detail is impressive. The book is very well written and the author is extremely careful with his descriptions . . . the examples are wonderful." —The American Statistician Fully revised to reflect the latest methodologies and emerging applications, Applied Regression Modeling, Second Edition continues to highlight the benefits of statistical methods, specifically regression analysis and modeling, for understanding, analyzing, and interpreting multivariate data in business, science, and social science applications. The author utilizes a bounty of real-life examples, case studies, illustrations, and graphics to introduce readers to the world of regression analysis using various software packages, including R, SPSS, Minitab, SAS, JMP, and S-PLUS. In a clear and careful writing style, the book introduces modeling extensions that illustrate more advanced regression techniques, including logistic regression, Poisson regression, discrete choice models, multilevel models, and Bayesian modeling. In addition, the Second Edition features clarification and expansion of challenging topics, such as: Transformations, indicator variables, and interaction Testing model assumptions Nonconstant variance Autocorrelation Variable selection methods Model building and graphical interpretation Throughout the book, datasets and examples have been updated and additional problems are included at the end of each chapter, allowing readers to test their comprehension of the presented material. In addition, a related website features the book's datasets, presentation slides, detailed statistical software instructions, and learning resources including additional problems and instructional videos. With an intuitive approach that is not heavy on mathematical detail, Applied Regression Modeling, Second Edition is an excellent book for courses on statistical regression analysis at the upper-undergraduate and graduate level. The book also serves as a valuable resource for professionals and researchers who utilize statistical methods for decision-making in their everyday work.

Regression Inside Out

Regression Inside Out

Author: Eric W. Schoon

Publisher: Cambridge University Press

Published: 2024-03-31

Total Pages: 0

ISBN-13: 9781108744881

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Linear 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.


Book Synopsis Regression Inside Out by : Eric W. Schoon

Download or read book Regression Inside Out written by Eric W. Schoon and published by Cambridge University Press. This book was released on 2024-03-31 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Linear 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.

Regression and Other Stories

Regression and Other Stories

Author: Andrew Gelman

Publisher: Cambridge University Press

Published: 2020-07-23

Total Pages: 551

ISBN-13: 110702398X

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A practical approach to using regression and computation to solve real-world problems of estimation, prediction, and causal inference.


Book Synopsis Regression and Other Stories by : Andrew Gelman

Download or read book Regression and Other Stories written by Andrew Gelman and published by Cambridge University Press. This book was released on 2020-07-23 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical approach to using regression and computation to solve real-world problems of estimation, prediction, and causal inference.

Microsoft Excel 2013 Inside Out

Microsoft Excel 2013 Inside Out

Author: Craig Stinson

Publisher: Pearson Education

Published: 2013-04-15

Total Pages: 1741

ISBN-13: 0735674299

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You’re beyond the basics—so dive in and really put your spreadsheet skills to work! This supremely organized reference is packed with hundreds of timesaving solutions, troubleshooting tips, and workarounds. It’s all muscle and no fluff. Learn how the experts tackle Excel 2013—and challenge yourself to new levels of mastery. Includes companion eBook and sample files. Topics include: Customizing the Excel workspace Best practices for designing and managing worksheets Creating formulas and functions Performing statistical, what-if, and other data analysis Core to advanced charting techniques Using graphics and sparklines Managing databases and tables Automating Excel with macros and custom functions Collaborating in Excel online, in the cloud, and more Extending Excel


Book Synopsis Microsoft Excel 2013 Inside Out by : Craig Stinson

Download or read book Microsoft Excel 2013 Inside Out written by Craig Stinson and published by Pearson Education. This book was released on 2013-04-15 with total page 1741 pages. Available in PDF, EPUB and Kindle. Book excerpt: You’re beyond the basics—so dive in and really put your spreadsheet skills to work! This supremely organized reference is packed with hundreds of timesaving solutions, troubleshooting tips, and workarounds. It’s all muscle and no fluff. Learn how the experts tackle Excel 2013—and challenge yourself to new levels of mastery. Includes companion eBook and sample files. Topics include: Customizing the Excel workspace Best practices for designing and managing worksheets Creating formulas and functions Performing statistical, what-if, and other data analysis Core to advanced charting techniques Using graphics and sparklines Managing databases and tables Automating Excel with macros and custom functions Collaborating in Excel online, in the cloud, and more Extending Excel

Microsoft Excel 2010 Inside Out

Microsoft Excel 2010 Inside Out

Author: Craig Stinson

Publisher: Pearson Education

Published: 2010-08-31

Total Pages: 1711

ISBN-13: 0735652376

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You're beyond the basics, so dive in and really put your spreadsheet skills to work! This supremely organized reference is packed with hundreds of timesaving solutions, troubleshooting tips, and workarounds. It's all muscle and no fluff. Discover how the experts tackle Excel 2010-and challenge yourself to new levels of mastery! Learn expert techniques for designing powerful spreadsheets Apply built-in functions-or write your own-and carry out complex calculations Use rich charting and graphic capabilities to visualize data Perform sophisticated data analysis: financial, statistical, and "what-if" Design PivotTable reports to dynamically analyze data Share and collaborate with others-while managing sensitive data Link and embed Excel data into other documents Create macros with Microsoft Visual Basic for Applications Sample spreadsheets from inside the book Add-ins and other resources to help you extend Microsoft Office programs Links to demos, user communities, and product support


Book Synopsis Microsoft Excel 2010 Inside Out by : Craig Stinson

Download or read book Microsoft Excel 2010 Inside Out written by Craig Stinson and published by Pearson Education. This book was released on 2010-08-31 with total page 1711 pages. Available in PDF, EPUB and Kindle. Book excerpt: You're beyond the basics, so dive in and really put your spreadsheet skills to work! This supremely organized reference is packed with hundreds of timesaving solutions, troubleshooting tips, and workarounds. It's all muscle and no fluff. Discover how the experts tackle Excel 2010-and challenge yourself to new levels of mastery! Learn expert techniques for designing powerful spreadsheets Apply built-in functions-or write your own-and carry out complex calculations Use rich charting and graphic capabilities to visualize data Perform sophisticated data analysis: financial, statistical, and "what-if" Design PivotTable reports to dynamically analyze data Share and collaborate with others-while managing sensitive data Link and embed Excel data into other documents Create macros with Microsoft Visual Basic for Applications Sample spreadsheets from inside the book Add-ins and other resources to help you extend Microsoft Office programs Links to demos, user communities, and product support

“Inside-out” vs “Outside-in” Paradigms in Multiple Sclerosis Etiopathogenesis

“Inside-out” vs “Outside-in” Paradigms in Multiple Sclerosis Etiopathogenesis

Author: Antonio Luchicchi

Publisher: Frontiers Media SA

Published: 2021-04-12

Total Pages: 110

ISBN-13: 288966693X

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Topic Editor Paolo Preziosa received speaker honoraria from Biogen Idec, Novartis, Merck Serono and ExceMED. The rest of Topic Editors declare no competing interests with regards to the Research Topic.


Book Synopsis “Inside-out” vs “Outside-in” Paradigms in Multiple Sclerosis Etiopathogenesis by : Antonio Luchicchi

Download or read book “Inside-out” vs “Outside-in” Paradigms in Multiple Sclerosis Etiopathogenesis written by Antonio Luchicchi and published by Frontiers Media SA. This book was released on 2021-04-12 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: Topic Editor Paolo Preziosa received speaker honoraria from Biogen Idec, Novartis, Merck Serono and ExceMED. The rest of Topic Editors declare no competing interests with regards to the Research Topic.

Inside Out

Inside Out

Author: Gunther Uhlmann

Publisher: Cambridge University Press

Published: 2003-11-10

Total Pages: 424

ISBN-13: 9780521824699

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In this book, leading experts in the theoretical and applied aspects of inverse problems offer extended surveys on several important topics.


Book Synopsis Inside Out by : Gunther Uhlmann

Download or read book Inside Out written by Gunther Uhlmann and published by Cambridge University Press. This book was released on 2003-11-10 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, leading experts in the theoretical and applied aspects of inverse problems offer extended surveys on several important topics.