Improving Performance Through Statistical Thinking

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Statistical Thinking

Author : Roger W. Hoerl
Publisher : John Wiley & Sons
ISBN 13 : 1118236858
Total Pages : 544 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Statistical Thinking by : Roger W. Hoerl

Download or read book Statistical Thinking written by Roger W. Hoerl and published by John Wiley & Sons. This book was released on 2012-04-09 with total page 544 pages. 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.

Improving Performance Through Statistical Thinking

Author : Galen C. Britz
Publisher :
ISBN 13 : 9780873894678
Total Pages : 0 pages
Book Rating : 4.8/5 (946 download)

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Book Synopsis Improving Performance Through Statistical Thinking by : Galen C. Britz

Download or read book Improving Performance Through Statistical Thinking written by Galen C. Britz and published by . This book was released on 2000 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents a clear and practical explanation of statistical thinking without the typical equations and formulas. It aims to bridge the gap from concept to application by providing step-by-step guidance on how to get started on problems.

Improving Performance Through Statistical Thinking

Author :
Publisher :
ISBN 13 :
Total Pages : 171 pages
Book Rating : 4.:/5 (128 download)

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Book Synopsis Improving Performance Through Statistical Thinking by :

Download or read book Improving Performance Through Statistical Thinking written by and published by . This book was released on 2000 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Thinking

Author : Roger Hoerl
Publisher : Wiley
ISBN 13 : 9781118207246
Total Pages : 0 pages
Book Rating : 4.2/5 (72 download)

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Book Synopsis Statistical Thinking by : Roger Hoerl

Download or read book Statistical Thinking written by Roger Hoerl and published by Wiley. This book was released on 2011-11-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Succeed with statistical thinking Roger Hoerl and Ronald D. Snee's Statistical Thinking: Improving Business Performance prepares you for business leadership by developing your capacity to apply statistical thinking to improve business processes. Unique and compelling, this book shows the reader how to derive actionable conclusions from data analysis, solve real problems, and improve real processes. The authors clearly illustrate how to implement statistical thinking and methodology in your work to improve business performance. Highlights This book begins with a discussion of why statistical thinking is necessary and helpful, and then provides case studies that illustrate how to integrate several statistical tools into the decision-making process. The authors facilitate and encourage an experiential learning environment so that the reader may develop competency by applying the material to actual problems. Students have the opportunity to work in teams on case studies in each chapter in addition to the course project. Because easy-to-use data analysis software is so widely used and available, the book emphasizes conceptual understanding over formulas and calculations. Formal statistical methods are, in most cases, illustrated with Microsoft® Excel, MINITAB, and JMP®.

Improving Performance Through Statistical Thinking: Asq Statistics Division

Author : Galen C. Britz
Publisher :
ISBN 13 : 9788122427967
Total Pages : 171 pages
Book Rating : 4.4/5 (279 download)

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Book Synopsis Improving Performance Through Statistical Thinking: Asq Statistics Division by : Galen C. Britz

Download or read book Improving Performance Through Statistical Thinking: Asq Statistics Division written by Galen C. Britz and published by . This book was released on with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Improving Performance Through Statistical Thinking

Author : b;emerling galen (dw et al)
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (118 download)

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Book Synopsis Improving Performance Through Statistical Thinking by : b;emerling galen (dw et al)

Download or read book Improving Performance Through Statistical Thinking written by b;emerling galen (dw et al) and published by . This book was released on 2000 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Regression Modeling Strategies

Author : Frank E. Harrell
Publisher : Springer Science & Business Media
ISBN 13 : 147573462X
Total Pages : 583 pages
Book Rating : 4.4/5 (757 download)

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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 and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 583 pages. 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".

Statistical Thinking

Author : Roger Wesley Hoerl
Publisher :
ISBN 13 : 9781119202721
Total Pages : 511 pages
Book Rating : 4.2/5 (27 download)

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Book Synopsis Statistical Thinking by : Roger Wesley Hoerl

Download or read book Statistical Thinking written by Roger Wesley Hoerl and published by . This book was released on 2012 with total page 511 pages. 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"--

Statistical Thinking in Clinical Trials

Author : Michael A. Proschan
Publisher : CRC Press
ISBN 13 : 1351673106
Total Pages : 276 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Statistical Thinking in Clinical Trials by : Michael A. Proschan

Download or read book Statistical Thinking in Clinical Trials written by Michael A. Proschan and published by CRC Press. This book was released on 2021-11-24 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Thinking in Clinical Trials combines a relatively small number of key statistical principles and several instructive clinical trials to gently guide the reader through the statistical thinking needed in clinical trials. Randomization is the cornerstone of clinical trials and randomization-based inference is the cornerstone of this book. Read this book to learn the elegance and simplicity of re-randomization tests as the basis for statistical inference (the analyze as you randomize principle) and see how re-randomization tests can save a trial that required an unplanned, mid-course design change. Other principles enable the reader to quickly and confidently check calculations without relying on computer programs. The `EZ’ principle says that a single sample size formula can be applied to a multitude of statistical tests. The `O minus E except after V’ principle provides a simple estimator of the log odds ratio that is ideally suited for stratified analysis with a binary outcome. The same principle can be used to estimate the log hazard ratio and facilitate stratified analysis in a survival setting. Learn these and other simple techniques that will make you an invaluable clinical trial statistician.

The Power of Statistical Thinking

Author : Mary G. Leitnaker
Publisher : Prentice Hall
ISBN 13 :
Total Pages : 552 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Power of Statistical Thinking by : Mary G. Leitnaker

Download or read book The Power of Statistical Thinking written by Mary G. Leitnaker and published by Prentice Hall. This book was released on 1996 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: PLEASE PROVIDE COURSE INFORMATION PLEASE PROVIDE

Introduction to Statistical Thinking

Author : Benjamin Yakir
Publisher :
ISBN 13 : 9781502424662
Total Pages : 324 pages
Book Rating : 4.4/5 (246 download)

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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 and published by . This book was released on 2014-09-19 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Statistical ThinkingBy Benjamin Yakir

The Basic Practice of Statistics

Author : David S. Moore
Publisher : Palgrave Macmillan
ISBN 13 : 1429224266
Total Pages : 975 pages
Book Rating : 4.4/5 (292 download)

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Book Synopsis The Basic Practice of Statistics by : David S. Moore

Download or read book The Basic Practice of Statistics written by David S. Moore and published by Palgrave Macmillan. This book was released on 2010 with total page 975 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a clear and innovative overview of statistics which emphasises major ideas, essential skills and real-life data. The organisation and design has been improved for the fifth edition, coverage of engaging, real-world topics has been increased and content has been updated to appeal to today's trends and research.

Statistical Rethinking

Author : Richard McElreath
Publisher : CRC Press
ISBN 13 : 1315362619
Total Pages : 488 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Statistical Rethinking by : Richard McElreath

Download or read book Statistical Rethinking written by Richard McElreath and published by CRC Press. This book was released on 2018-01-03 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work. The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation. By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling. Web Resource The book is accompanied by an R package (rethinking) that is available on the author’s website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.

Thinking Clearly with Data

Author : Ethan Bueno de Mesquita
Publisher : Princeton University Press
ISBN 13 : 0691215014
Total Pages : 400 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Thinking Clearly with Data by : Ethan Bueno de Mesquita

Download or read book Thinking Clearly with Data written by Ethan Bueno de Mesquita and published by Princeton University Press. This book was released on 2021-11-16 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: An engaging introduction to data science that emphasizes critical thinking over statistical techniques An introduction to data science or statistics shouldn’t involve proving complex theorems or memorizing obscure terms and formulas, but that is exactly what most introductory quantitative textbooks emphasize. In contrast, Thinking Clearly with Data focuses, first and foremost, on critical thinking and conceptual understanding in order to teach students how to be better consumers and analysts of the kinds of quantitative information and arguments that they will encounter throughout their lives. Among much else, the book teaches how to assess whether an observed relationship in data reflects a genuine relationship in the world and, if so, whether it is causal; how to make the most informative comparisons for answering questions; what questions to ask others who are making arguments using quantitative evidence; which statistics are particularly informative or misleading; how quantitative evidence should and shouldn’t influence decision-making; and how to make better decisions by using moral values as well as data. Filled with real-world examples, the book shows how its thinking tools apply to problems in a wide variety of subjects, including elections, civil conflict, crime, terrorism, financial crises, health care, sports, music, and space travel. Above all else, Thinking Clearly with Data demonstrates why, despite the many benefits of our data-driven age, data can never be a substitute for thinking. An ideal textbook for introductory quantitative methods courses in data science, statistics, political science, economics, psychology, sociology, public policy, and other fields Introduces the basic toolkit of data analysis—including sampling, hypothesis testing, Bayesian inference, regression, experiments, instrumental variables, differences in differences, and regression discontinuity Uses real-world examples and data from a wide variety of subjects Includes practice questions and data exercises

The Challenge of Developing Statistical Literacy, Reasoning and Thinking

Author : Dani Ben-Zvi
Publisher : Springer Science & Business Media
ISBN 13 : 1402022786
Total Pages : 423 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis The Challenge of Developing Statistical Literacy, Reasoning and Thinking by : Dani Ben-Zvi

Download or read book The Challenge of Developing Statistical Literacy, Reasoning and Thinking written by Dani Ben-Zvi and published by Springer Science & Business Media. This book was released on 2006-02-23 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unique in that it collects, presents, and synthesizes cutting edge research on different aspects of statistical reasoning and applies this research to the teaching of statistics to students at all educational levels, this volume will prove of great value to mathematics and statistics education researchers, statistics educators, statisticians, cognitive psychologists, mathematics teachers, mathematics and statistics curriculum developers, and quantitative literacy experts in education and government.

Statistical Thinking in Sports

Author : Jim Albert
Publisher : CRC Press
ISBN 13 : 1584888695
Total Pages : 312 pages
Book Rating : 4.5/5 (848 download)

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Book Synopsis Statistical Thinking in Sports by : Jim Albert

Download or read book Statistical Thinking in Sports written by Jim Albert and published by CRC Press. This book was released on 2007-07-12 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the first athletic events found a fan base, sports and statistics have always maintained a tight and at times mythical relationship. As a way to relay the telling of a game's drama and attest to the prodigious powers of the heroes involved, those reporting on the games tallied up the numbers that they believe best described the action and bes

Modern Statistical Quality Control and Improvement

Author : Nicholas R. Farnum
Publisher : Duxbury Resource Center
ISBN 13 :
Total Pages : 522 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Modern Statistical Quality Control and Improvement by : Nicholas R. Farnum

Download or read book Modern Statistical Quality Control and Improvement written by Nicholas R. Farnum and published by Duxbury Resource Center. This book was released on 1994 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Farnum's text takes a state-of-the-art approach to quality management. From the outset, it emphasizes the modern philosophy of continuous quality improvement and quality control. It is written for courses where both modern statistical methods for quality and their implementation into business are covered. In straightforward terms, the book explains the concepts and techniques that are essential to quality control, including cutting-edge topics.