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Statistical Thinking

2012-04-09 Business & Economics
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Release : 2012-04-09
Genre : Business & Economics
Kind : eBook
Book Rating : 858/5 ( reviews)

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Book Synopsis Statistical Thinking by : Roger W. Hoerl

Download or read book Statistical Thinking written by Roger W. Hoerl. This book was released on 2012-04-09. Available in PDF, EPUB and Kindle. Book excerpt: How statistical thinking and methodology can help you make crucial business decisions Straightforward and insightful, Statistical Thinking: Improving Business Performance, Second Edition, prepares you for business leadership by developing your capacity to apply statistical thinking to improve business processes. Unique and compelling, this book shows you how to derive actionable conclusions from data analysis, solve real problems, and improve real processes. Here, you'll discover how to implement statistical thinking and methodology in your work to improve business performance. Explores why statistical thinking is necessary and helpful Provides case studies that illustrate how to integrate several statistical tools into the decision-making process Facilitates and encourages an experiential learning environment to enable you to apply material to actual problems With an in-depth discussion of JMP® software, the new edition of this important book focuses on skills to improve business processes, including collecting data appropriate for a specified purpose, recognizing limitations in existing data, and understanding the limitations of statistical analyses.

Regression Modeling Strategies

2013-03-09 Mathematics
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Release : 2013-03-09
Genre : Mathematics
Kind : eBook
Book Rating : 62X/5 ( reviews)

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Book Synopsis Regression Modeling Strategies by : Frank E. Harrell

Download or read book Regression Modeling Strategies written by Frank E. Harrell. This book was released on 2013-03-09. Available in PDF, EPUB and Kindle. Book excerpt: Many texts are excellent sources of knowledge about individual statistical tools, but the art of data analysis is about choosing and using multiple tools. Instead of presenting isolated techniques, this text emphasizes problem solving strategies that address the many issues arising when developing multivariable models using real data and not standard textbook examples. It includes imputation methods for dealing with missing data effectively, methods for dealing with nonlinear relationships and for making the estimation of transformations a formal part of the modeling process, methods for dealing with "too many variables to analyze and not enough observations," and powerful model validation techniques based on the bootstrap. This text realistically deals with model uncertainty and its effects on inference to achieve "safe data mining".

Introduction to Statistical Thinking

2014-09-19
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Release : 2014-09-19
Genre :
Kind : eBook
Book Rating : 662/5 ( reviews)

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Book Synopsis Introduction to Statistical Thinking by : Benjamin Yakir

Download or read book Introduction to Statistical Thinking written by Benjamin Yakir. This book was released on 2014-09-19. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Statistical ThinkingBy Benjamin Yakir

Introduction to Statistical Thought

2009-09-24
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Release : 2009-09-24
Genre :
Kind : eBook
Book Rating : 483/5 ( reviews)

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Book Synopsis Introduction to Statistical Thought by : Michael Lavine

Download or read book Introduction to Statistical Thought written by Michael Lavine. This book was released on 2009-09-24. Available in PDF, EPUB and Kindle. Book excerpt: This free PDF textbook is intended as an upper level undergraduate or introductory graduate textbook in statistical thinking. It is best suited to students with a good knowledge of calculus and the ability to think abstractly. The focus of the text is the ideas that statisticians care about as opposed to technical details of how to put those ideas into practice. Another unusual aspect is the use of statistical software as a pedagogical tool. That is, instead of viewing the computer merely as a convenient and accurate calculating device, the book uses computer calculation and simulation as another way of explaining and helping readers understand the underlying concepts. The book is written with the statistical language R embedded throughout. R software and accompanying manuals are available for free download from http: //www.r-project.or

Flaws and Fallacies in Statistical Thinking

2012-05-14 Mathematics
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Release : 2012-05-14
Genre : Mathematics
Kind : eBook
Book Rating : 512/5 ( reviews)

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Book Synopsis Flaws and Fallacies in Statistical Thinking by : Stephen K. Campbell

Download or read book Flaws and Fallacies in Statistical Thinking written by Stephen K. Campbell. This book was released on 2012-05-14. Available in PDF, EPUB and Kindle. Book excerpt: Nontechnical survey helps improve ability to judge statistical evidence and to make better-informed decisions. Discusses common pitfalls: unrealistic estimates, improper comparisons, premature conclusions, and faulty thinking about probability. 1974 edition.

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