Common Errors In Statistics And How To Avoid Them

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Common Errors in Statistics (and How to Avoid Them)

Author : Phillip I. Good
Publisher : John Wiley & Sons
ISBN 13 : 0471998516
Total Pages : 268 pages
Book Rating : 4.4/5 (719 download)

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Book Synopsis Common Errors in Statistics (and How to Avoid Them) by : Phillip I. Good

Download or read book Common Errors in Statistics (and How to Avoid Them) written by Phillip I. Good and published by John Wiley & Sons. This book was released on 2006-06-23 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the First Edition of Common Errors in Statistics " . . . let me recommend Common Errors to all those who interact with statistics, whatever their level of statistical understanding . . . " --Stats 40 " . . . written . . . for the people who define good practice rather than seek to emulate it." --Journal of Biopharmaceutical Statistics " . . . highly informative, enjoyable to read, and of potential use to a broad audience. It is a book that should be on the reference shelf of many statisticians and researchers." --The American Statistician " . . . I found this book the most easily readable statistics book ever. The credit for this certainly goes to Phillip Good." --E-STREAMS A tried-and-true guide to the proper application of statistics Now in a second edition, the highly readable Common Errors in Statistics (and How to Avoid Them) lays a mathematically rigorous and readily accessible foundation for understanding statistical procedures, problems, and solutions. This handy field guide analyzes common mistakes, debunks popular myths, and helps readers to choose the best and most effective statistical technique for each of their tasks. Written for both the newly minted academic and the professional who uses statistics in their work, the book covers creating a research plan, formulating a hypothesis, specifying sample size, checking assumptions, interpreting p-values and confidence intervals, building a model, data mining, Bayes' Theorem, the bootstrap, and many other topics. The Second Edition has been extensively revised to include: * Additional charts and graphs * Two new chapters, Interpreting Reports and Which Regression Method? * New sections on practical versus statistical significance and nonuniqueness in multivariate regression * Added material from the authors' online courses at statistics.com * New material on unbalanced designs, report interpretation, and alternative modeling methods With a final emphasis on both finding solutions and the great value of statistics when applied in the proper context, this book is eminently useful to students and professionals in the fields of research, industry, medicine, and government.

Common Errors in Statistics (and How to Avoid Them), 2nd Edition + Introduction to Statistics Through Resampling Methods and Microsoft Office Excel

Download Common Errors in Statistics (and How to Avoid Them), 2nd Edition + Introduction to Statistics Through Resampling Methods and Microsoft Office Excel PDF Online Free

Author : Phillip I. Good
Publisher : Wiley-Interscience
ISBN 13 : 9780470388105
Total Pages : 0 pages
Book Rating : 4.3/5 (881 download)

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Book Synopsis Common Errors in Statistics (and How to Avoid Them), 2nd Edition + Introduction to Statistics Through Resampling Methods and Microsoft Office Excel by : Phillip I. Good

Download or read book Common Errors in Statistics (and How to Avoid Them), 2nd Edition + Introduction to Statistics Through Resampling Methods and Microsoft Office Excel written by Phillip I. Good and published by Wiley-Interscience. This book was released on 2008-03-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This set contains: 9780471794318 Common Errors in Statistics (and How to Avoid Them), 2nd Edition and 9780471715757 Introduction to Statistics Through Resampling Methods and R/S Plus?? both by Phillip I. Good and James W. Hardin.

Common Errors in Statistics (and How to Avoid Them)

Author : Phillip I. Good
Publisher : John Wiley & Sons
ISBN 13 : 1118211278
Total Pages : 231 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Common Errors in Statistics (and How to Avoid Them) by : Phillip I. Good

Download or read book Common Errors in Statistics (and How to Avoid Them) written by Phillip I. Good and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the Second Edition "All statistics students and teachers will find in this book a friendly and intelligentguide to . . . applied statistics in practice." —Journal of Applied Statistics ". . . a very engaging and valuable book for all who use statistics in any setting." —CHOICE ". . . a concise guide to the basics of statistics, replete with examples . . . a valuablereference for more advanced statisticians as well." —MAA Reviews Now in its Third Edition, the highly readable Common Errors in Statistics (and How to Avoid Them) continues to serve as a thorough and straightforward discussion of basic statistical methods, presentations, approaches, and modeling techniques. Further enriched with new examples and counterexamples from the latest research as well as added coverage of relevant topics, this new edition of the benchmark book addresses popular mistakes often made in data collection and provides an indispensable guide to accurate statistical analysis and reporting. The authors' emphasis on careful practice, combined with a focus on the development of solutions, reveals the true value of statistics when applied correctly in any area of research. The Third Edition has been considerably expanded and revised to include: A new chapter on data quality assessment A new chapter on correlated data An expanded chapter on data analysis covering categorical and ordinal data, continuous measurements, and time-to-event data, including sections on factorial and crossover designs Revamped exercises with a stronger emphasis on solutions An extended chapter on report preparation New sections on factor analysis as well as Poisson and negative binomial regression Providing valuable, up-to-date information in the same user-friendly format as its predecessor, Common Errors in Statistics (and How to Avoid Them), Third Edition is an excellent book for students and professionals in industry, government, medicine, and the social sciences.

Common Errors in Statistics (and How to Avoid Them), Third Edition and Introduction to Statistics Through Resampling Methods and R/S-PLUS Set

Download Common Errors in Statistics (and How to Avoid Them), Third Edition and Introduction to Statistics Through Resampling Methods and R/S-PLUS Set PDF Online Free

Author : Phillip I. Good
Publisher : Wiley
ISBN 13 : 9780470555798
Total Pages : 0 pages
Book Rating : 4.5/5 (557 download)

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Book Synopsis Common Errors in Statistics (and How to Avoid Them), Third Edition and Introduction to Statistics Through Resampling Methods and R/S-PLUS Set by : Phillip I. Good

Download or read book Common Errors in Statistics (and How to Avoid Them), Third Edition and Introduction to Statistics Through Resampling Methods and R/S-PLUS Set written by Phillip I. Good and published by Wiley. This book was released on 2009-07-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This set features: Common Errors in Statistics (and How to Avoid Them), Third Edition by Phillip I. Good and James W. Hardin (978-0-470-45798-6) and Introduction to Statistics Through Resampling Methods and R/S-PLUS (978-0-471-71575-7)

Common Errors in Statistics (and How to Avoid Them), Third Edition and Introduction to Statistics Through Resampling Methods and Microsoft Office Excel Set

Download Common Errors in Statistics (and How to Avoid Them), Third Edition and Introduction to Statistics Through Resampling Methods and Microsoft Office Excel Set PDF Online Free

Author : Phillip I. Good
Publisher : Wiley
ISBN 13 : 9780470555897
Total Pages : 504 pages
Book Rating : 4.5/5 (558 download)

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Book Synopsis Common Errors in Statistics (and How to Avoid Them), Third Edition and Introduction to Statistics Through Resampling Methods and Microsoft Office Excel Set by : Phillip I. Good

Download or read book Common Errors in Statistics (and How to Avoid Them), Third Edition and Introduction to Statistics Through Resampling Methods and Microsoft Office Excel Set written by Phillip I. Good and published by Wiley. This book was released on 2009-07-07 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: This set features: Common Errors in Statistics (and How to Avoid Them), Third Edition by Phillip I. Good and James W. Hardin (978-0-470-48798-6)and Introduction to Statistics Through Resampling Methods and Microsoft Office Excel by Phillip I. Good (978-0-471-73191-7)

Common Errors in Statistics (and How to Avoid Them), Third Edition + Statistical Rules of Thumb, Second Edition Set

Author : Phillip I. Good
Publisher : Wiley
ISBN 13 : 9780470556047
Total Pages : 545 pages
Book Rating : 4.5/5 (56 download)

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Book Synopsis Common Errors in Statistics (and How to Avoid Them), Third Edition + Statistical Rules of Thumb, Second Edition Set by : Phillip I. Good

Download or read book Common Errors in Statistics (and How to Avoid Them), Third Edition + Statistical Rules of Thumb, Second Edition Set written by Phillip I. Good and published by Wiley. This book was released on 2009-07-07 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: This set features: Common Errors in Statistics (and How to Avoid Them), Third Edition by Phillip I. Good and James W. Hardin (978-0-470-45798-6) and Statistical Rules of Thumb, Second Edition by Gerald van Belle (978-0-470-1448-0)

Common Errors in Statistics

Author : Phillip I. Good
Publisher : John Wiley & Sons
ISBN 13 : 0471463779
Total Pages : 236 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Common Errors in Statistics by : Phillip I. Good

Download or read book Common Errors in Statistics written by Phillip I. Good and published by John Wiley & Sons. This book was released on 2003-08-29 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to choosing and using the right techniques High-speed computers and prepackaged statistical routines would seem to take much of the guesswork out of statistical analysis and lend its applications readily accessible to all. Yet, as Phillip Good and James Hardin persuasively argue, statistical software no more makes one a statistician than a scalpel makes one a surgeon. Choosing the proper technique and understanding the analytical context is of paramount importance to the proper application of statistics. The highly readable Common Errors in Statistics (and How to Avoid Them) provides both newly minted academics and professionals who use statistics in their work with a handy field guide to statistical problems and solutions. Good and Hardin begin their handbook by establishing a mathematically rigorous but readily accessible foundation for statistical procedures. They focus on debunking popular myths, analyzing common mistakes, and instructing readers on how to choose the appropriate statistical technique to address their specific task. A handy checklist is provided to summarize the necessary steps. Topics covered include: * Creating a research plan * Formulating a hypothesis * Specifying sample size * Checking assumptions * Interpreting p-values and confidence intervals * Building a model * Data mining * Bayes' Theorem, the bootstrap, and many others Common Errors in Statistics (and How to Avoid Them) also contains reprints of classic articles from statistical literature to re-examine such bedrock subjects as linear regression, the analysis of variance, maximum likelihood, meta-analysis, and the bootstrap. With a final emphasis on finding solutions and on the great value of statistics when applied in the proper context, this book will prove eminently useful to students and professionals in the fields of research, industry, medicine, and government.

Common Mistakes in Meta-Analysis

Author : Michael Borenstein
Publisher :
ISBN 13 : 9781733436700
Total Pages : 409 pages
Book Rating : 4.4/5 (367 download)

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Book Synopsis Common Mistakes in Meta-Analysis by : Michael Borenstein

Download or read book Common Mistakes in Meta-Analysis written by Michael Borenstein and published by . This book was released on 2019-08-15 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistics Done Wrong

Author : Alex Reinhart
Publisher : No Starch Press
ISBN 13 : 1593276206
Total Pages : 177 pages
Book Rating : 4.5/5 (932 download)

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Book Synopsis Statistics Done Wrong by : Alex Reinhart

Download or read book Statistics Done Wrong written by Alex Reinhart and published by No Starch Press. This book was released on 2015-03-01 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientific progress depends on good research, and good research needs good statistics. But statistical analysis is tricky to get right, even for the best and brightest of us. You'd be surprised how many scientists are doing it wrong. Statistics Done Wrong is a pithy, essential guide to statistical blunders in modern science that will show you how to keep your research blunder-free. You'll examine embarrassing errors and omissions in recent research, learn about the misconceptions and scientific politics that allow these mistakes to happen, and begin your quest to reform the way you and your peers do statistics. You'll find advice on: –Asking the right question, designing the right experiment, choosing the right statistical analysis, and sticking to the plan –How to think about p values, significance, insignificance, confidence intervals, and regression –Choosing the right sample size and avoiding false positives –Reporting your analysis and publishing your data and source code –Procedures to follow, precautions to take, and analytical software that can help Scientists: Read this concise, powerful guide to help you produce statistically sound research. Statisticians: Give this book to everyone you know. The first step toward statistics done right is Statistics Done Wrong.

Common Mistakes in Teaching Elementary Math—And How to Avoid Them

Author : Fuchang Liu
Publisher : Routledge
ISBN 13 : 1315511754
Total Pages : 236 pages
Book Rating : 4.3/5 (155 download)

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Book Synopsis Common Mistakes in Teaching Elementary Math—And How to Avoid Them by : Fuchang Liu

Download or read book Common Mistakes in Teaching Elementary Math—And How to Avoid Them written by Fuchang Liu and published by Routledge. This book was released on 2017-03-27 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the most effective ways to teach elementary math, no matter how much experience you have with the subject. In this book, Fuchang Liu takes you through many common mistakes in math instruction and explains the misunderstandings behind them. He points out practices that should be avoided, helping you to adjust your lessons so that all students can achieve success. You’ll discover how to... - Increase your confidence with core math principles and reasoning - Set your students on the path toward eventually developing more complex math skills - Improve student achievement by approaching problems in logical yet creative ways - Overcome common challenges faced by students and teachers - Teach problem solving for different learning styles Every chapter reconsiders well-established ways of teaching all areas of elementary math, from addition and subtraction to statistics and graphs. Helpful examples and tips are scattered throughout the book, offering revisions to the way these topics are often presented in the classroom. Also included are group study ideas for principals and instructional coaches so your school or district can work on the book together. With this practical guide, you’ll be ready to help students truly develop their math understanding.

Common Mistakes at IELTS Advanced

Author : Julie Moore
Publisher : Cambridge English
ISBN 13 : 9780521692472
Total Pages : 64 pages
Book Rating : 4.6/5 (924 download)

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Book Synopsis Common Mistakes at IELTS Advanced by : Julie Moore

Download or read book Common Mistakes at IELTS Advanced written by Julie Moore and published by Cambridge English. This book was released on 2007-03-29 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: This invaluable little book highlights the real mistakes that students make in the exam - and shows how to avoid them. Based on analysis of thousands of exam scripts, each unit targets a key problem area. Clear explanations and exercises help students to use the language accurately. Regular tests offer students a further opportunity to check and consolidate what they have learnt. • Highlights common mistakes that learners really make. • Based on analysis of thousands of exam scripts. • Short, snappy explanations focus on key problem areas. • Includes exam-style exercises.

The Cambridge Handbook of Computing Education Research

Author : Sally A. Fincher
Publisher :
ISBN 13 : 1108756212
Total Pages : 924 pages
Book Rating : 4.1/5 (87 download)

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Book Synopsis The Cambridge Handbook of Computing Education Research by : Sally A. Fincher

Download or read book The Cambridge Handbook of Computing Education Research written by Sally A. Fincher and published by . This book was released on 2019-02-13 with total page 924 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an authoritative introduction to Computing Education research written by over 50 leading researchers from academia and the industry.

Avoiding Data Pitfalls

Author : Ben Jones
Publisher : John Wiley & Sons
ISBN 13 : 1119278163
Total Pages : 272 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Avoiding Data Pitfalls by : Ben Jones

Download or read book Avoiding Data Pitfalls written by Ben Jones and published by John Wiley & Sons. This book was released on 2019-11-19 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Avoid data blunders and create truly useful visualizations Avoiding Data Pitfalls is a reputation-saving handbook for those who work with data, designed to help you avoid the all-too-common blunders that occur in data analysis, visualization, and presentation. Plenty of data tools exist, along with plenty of books that tell you how to use them—but unless you truly understand how to work with data, each of these tools can ultimately mislead and cause costly mistakes. This book walks you step by step through the full data visualization process, from calculation and analysis through accurate, useful presentation. Common blunders are explored in depth to show you how they arise, how they have become so common, and how you can avoid them from the outset. Then and only then can you take advantage of the wealth of tools that are out there—in the hands of someone who knows what they're doing, the right tools can cut down on the time, labor, and myriad decisions that go into each and every data presentation. Workers in almost every industry are now commonly expected to effectively analyze and present data, even with little or no formal training. There are many pitfalls—some might say chasms—in the process, and no one wants to be the source of a data error that costs money or even lives. This book provides a full walk-through of the process to help you ensure a truly useful result. Delve into the "data-reality gap" that grows with our dependence on data Learn how the right tools can streamline the visualization process Avoid common mistakes in data analysis, visualization, and presentation Create and present clear, accurate, effective data visualizations To err is human, but in today's data-driven world, the stakes can be high and the mistakes costly. Don't rely on "catching" mistakes, avoid them from the outset with the expert instruction in Avoiding Data Pitfalls.

Understanding Advanced Statistical Methods

Author : Peter Westfall
Publisher : CRC Press
ISBN 13 : 1466512105
Total Pages : 572 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Understanding Advanced Statistical Methods by : Peter Westfall

Download or read book Understanding Advanced Statistical Methods written by Peter Westfall and published by CRC Press. This book was released on 2013-04-09 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a much-needed bridge between elementary statistics courses and advanced research methods courses, Understanding Advanced Statistical Methods helps students grasp the fundamental assumptions and machinery behind sophisticated statistical topics, such as logistic regression, maximum likelihood, bootstrapping, nonparametrics, and Bayesian methods. The book teaches students how to properly model, think critically, and design their own studies to avoid common errors. It leads them to think differently not only about math and statistics but also about general research and the scientific method. With a focus on statistical models as producers of data, the book enables students to more easily understand the machinery of advanced statistics. It also downplays the "population" interpretation of statistical models and presents Bayesian methods before frequentist ones. Requiring no prior calculus experience, the text employs a "just-in-time" approach that introduces mathematical topics, including calculus, where needed. Formulas throughout the text are used to explain why calculus and probability are essential in statistical modeling. The authors also intuitively explain the theory and logic behind real data analysis, incorporating a range of application examples from the social, economic, biological, medical, physical, and engineering sciences. Enabling your students to answer the why behind statistical methods, this text teaches them how to successfully draw conclusions when the premises are flawed. It empowers them to use advanced statistical methods with confidence and develop their own statistical recipes. Ancillary materials are available on the book’s website.

Mistakes in Quality Statistics

Author : Donald W. Benbow
Publisher : Quality Press
ISBN 13 : 1636940013
Total Pages : 118 pages
Book Rating : 4.6/5 (369 download)

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Book Synopsis Mistakes in Quality Statistics by : Donald W. Benbow

Download or read book Mistakes in Quality Statistics written by Donald W. Benbow and published by Quality Press. This book was released on 2021-06-01 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: Throughout Don Benbow's extensive career, teaching mathematics and statistical courses to college students and corporate employees, one common question always popped up: how do you fix statistical errors in quality? Most textbooks and courses tend to emphasize how to perform statistical analysis and give little attention to errors that can occur in the process. This book intends to teach readers how to avoid common pitfalls by providing examples and scenarios based on similar real-world events. The book also provides caveats (or quick tips) to help readers navigate their way through statistical methodology.

Common Mistakes in Meta-Analysis

Author : Michael Borenstein
Publisher :
ISBN 13 : 9781733436717
Total Pages : 409 pages
Book Rating : 4.4/5 (367 download)

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Book Synopsis Common Mistakes in Meta-Analysis by : Michael Borenstein

Download or read book Common Mistakes in Meta-Analysis written by Michael Borenstein and published by . This book was released on 2019-08-14 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Among the thousands of meta-analyses that have been published over the past several decades, there are a number of mistakes that appear on a fairly regular basis. This book outlines the most common mistakes, using examples in medicine, epidemiology, education, psychology, criminal justice, and other fields. For each, it explains why it is a mistake, the implications of the mistake, and how to correct the mistake. The book is intended primarily for researchers, and so the discussion is conceptual rather than statistical. The examples show the real-world consequences of the mistakes, explaining (for example) how the mistakes can lead to the adoption of interventions that may actually be harmful in some populations. The book includes a section with examples that show how to report the results of an analysis correctly. These examples can serve as templates for reporting an analysis, while avoiding the mistakes discussed in earlier chapters. The book's author is the co-author of the text Introduction to Meta-Analysis, the best-selling text in this field. In the current volume he draws on his experience teaching meta-analysis to thousands of researchers as well as his experience as a reviewer of meta-analyses for numerous journals.

Encyclopedia of Global Health

Author : Yawei Zhang
Publisher : SAGE
ISBN 13 : 1412941865
Total Pages : 577 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Encyclopedia of Global Health by : Yawei Zhang

Download or read book Encyclopedia of Global Health written by Yawei Zhang and published by SAGE. This book was released on 2008-01-09 with total page 577 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Encyclopedia of Global Health is a comprehensive A to Z, inter-disciplinary, one-stop reference to a broad array of health topics worldwide. Encompassing four volumes with some 1,200 articles in 2000 pages, the encyclopedia covers all aspects of health, including physical and mental health entries, biographies of major doctors and researchers, profiles of medical institutions, organizations, and corporations, descriptions of drugs and operations, articles on national health policies, and thematic health topics in the humanities. Pedagogical elements of the encyclopedia include an in-depth chronology detailing advances in health through history, a glossary of health definitions, extensive cross-references to related topics, and thorough bibliographic citations.