Thinking Through Statistics

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Thinking Through Statistics

Author : John Levi Martin
Publisher : University of Chicago Press
ISBN 13 : 022656777X
Total Pages : 377 pages
Book Rating : 4.2/5 (265 download)

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Book Synopsis Thinking Through Statistics by : John Levi Martin

Download or read book Thinking Through Statistics written by John Levi Martin and published by University of Chicago Press. This book was released on 2018-08-21 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simply put, Thinking Through Statistics is a primer on how to maintain rigorous data standards in social science work, and one that makes a strong case for revising the way that we try to use statistics to support our theories. But don’t let that daunt you. With clever examples and witty takeaways, John Levi Martin proves himself to be a most affable tour guide through these scholarly waters. Martin argues that the task of social statistics isn't to estimate parameters, but to reject false theory. He illustrates common pitfalls that can keep researchers from doing just that using a combination of visualizations, re-analyses, and simulations. Thinking Through Statistics gives social science practitioners accessible insight into troves of wisdom that would normally have to be earned through arduous trial and error, and it does so with a lighthearted approach that ensures this field guide is anything but stodgy.

Statistical Thinking Through Media Examples

Author : Anthony Donoghue
Publisher : Cognella Academic Publishing
ISBN 13 : 9781793564634
Total Pages : pages
Book Rating : 4.5/5 (646 download)

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Book Synopsis Statistical Thinking Through Media Examples by : Anthony Donoghue

Download or read book Statistical Thinking Through Media Examples written by Anthony Donoghue and published by Cognella Academic Publishing. This book was released on 2021-08-02 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

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.

Thinking Through Methods

Author : John Levi Martin
Publisher : University of Chicago Press
ISBN 13 : 022643172X
Total Pages : 280 pages
Book Rating : 4.2/5 (264 download)

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Book Synopsis Thinking Through Methods by : John Levi Martin

Download or read book Thinking Through Methods written by John Levi Martin and published by University of Chicago Press. This book was released on 2017-02-08 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sharpen your tools -- How to formulate a question -- How do you choose a site? -- Talking to people -- Hanging out -- Ethics in research -- Comparing -- Dealing with documents -- Interpreting it and writing it up

Seeing Through Statistics

Author : Jessica M. Utts
Publisher : Cengage Learning
ISBN 13 : 9781285050881
Total Pages : 0 pages
Book Rating : 4.0/5 (58 download)

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Book Synopsis Seeing Through Statistics by : Jessica M. Utts

Download or read book Seeing Through Statistics written by Jessica M. Utts and published by Cengage Learning. This book was released on 2014-01-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fourth edition of this popular book by Jessica Utts develops statistical literacy and critical thinking through real-world applications, with an emphasis on ideas, not calculations. This text focuses on the key concepts that educated citizens need to know about statistics. These ideas are introduced in interesting applied and real contexts, without using an abundance of technicalities and calculations that only serve to confuse students. NEW for Fall 2020 - Turn your students into statistical thinkers with the Statistical Analysis and Learning Tool (SALT). SALT is an easy-to-use data analysis tool created with the intro-level student in mind. It contains dynamic graphics and allows students to manipulate data sets in order to visualize statistics and gain a deeper conceptual understanding about the meaning behind data. SALT is built by Cengage, comes integrated in Cengage WebAssign Statistics courses and available to use standalone. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Thinking with Data

Author : Max Shron
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491949775
Total Pages : 105 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Thinking with Data by : Max Shron

Download or read book Thinking with Data written by Max Shron and published by "O'Reilly Media, Inc.". This book was released on 2014-01-20 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many analysts are too concerned with tools and techniques for cleansing, modeling, and visualizing datasets and not concerned enough with asking the right questions. In this practical guide, data strategy consultant Max Shron shows you how to put the why before the how, through an often-overlooked set of analytical skills. Thinking with Data helps you learn techniques for turning data into knowledge you can use. You’ll learn a framework for defining your project, including the data you want to collect, and how you intend to approach, organize, and analyze the results. You’ll also learn patterns of reasoning that will help you unveil the real problem that needs to be solved. Learn a framework for scoping data projects Understand how to pin down the details of an idea, receive feedback, and begin prototyping Use the tools of arguments to ask good questions, build projects in stages, and communicate results Explore data-specific patterns of reasoning and learn how to build more useful arguments Delve into causal reasoning and learn how it permeates data work Put everything together, using extended examples to see the method of full problem thinking in action

Think Stats

Author : Allen B. Downey
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491907363
Total Pages : 226 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Think Stats by : Allen B. Downey

Download or read book Think Stats written by Allen B. Downey and published by "O'Reilly Media, Inc.". This book was released on 2014-10-16 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you know how to program, you have the skills to turn data into knowledge, using tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python. By working with a single case study throughout this thoroughly revised book, you’ll learn the entire process of exploratory data analysis—from collecting data and generating statistics to identifying patterns and testing hypotheses. You’ll explore distributions, rules of probability, visualization, and many other tools and concepts. New chapters on regression, time series analysis, survival analysis, and analytic methods will enrich your discoveries. Develop an understanding of probability and statistics by writing and testing code Run experiments to test statistical behavior, such as generating samples from several distributions Use simulations to understand concepts that are hard to grasp mathematically Import data from most sources with Python, rather than rely on data that’s cleaned and formatted for statistics tools Use statistical inference to answer questions about real-world data

Statistical Thinking in Business

Author : J. A. John
Publisher : CRC Press
ISBN 13 : 1420057162
Total Pages : 408 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Statistical Thinking in Business by : J. A. John

Download or read book Statistical Thinking in Business written by J. A. John and published by CRC Press. This book was released on 2005-08-29 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business students need the ability to think statistically about how to deal with uncertainty and its effect on decision-making in business and management. Traditional statistics courses and textbooks tend to focus on probability, mathematical detail, and heavy computation, and thus fail to meet the needs of future managers. Statistical Thinking in

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

Statistical Thinking in Sports

Author : Jim Albert
Publisher : CRC Press
ISBN 13 : 9781584888697
Total Pages : 298 pages
Book Rating : 4.8/5 (886 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 298 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 best defined the winning edge. However, they may not have always counted the right numbers. Many of our hallowed beliefs about sports statistics have long been fraught with misnomers. Whether it concerns Scottish football or American baseball, the most revered statistics often have little to do with any winning edge. Covering an international collection of sports, Statistical Thinking in Sports provides an accessible survey of current research in statistics and sports, written by experts from a variety of arenas. Rather than rely on casual observation, they apply the rigorous tools of statistics to re-examine many of those concepts that have gone from belief to fact, based mostly on the repetition of their claims. Leaving assumption behind, these researchers take on a host of tough questions- Is a tennis player only as good as his or her first serve? Is there such a thing as home field advantage? Do concerns over a decline in soccer's competitive balance have any merit? What of momentum-is its staying power any greater than yesterday's win? And what of pressure performers? Are there such creatures or ultimately, does every performer fall back to his or her established normative? Investigating a wide range of international team and individual sports, the book considers the ability to make predictions, define trends, and measure any number of influences. It is full of interesting and useful examples for those teaching introductory statistics. Although the articles are aimed at general readers, the serious researcher in sports statistics will also find the articles of value and highly useful as starting points for further research.

Flaws and Fallacies in Statistical Thinking

Author : Stephen K. Campbell
Publisher : Courier Corporation
ISBN 13 : 0486140512
Total Pages : 210 pages
Book Rating : 4.4/5 (861 download)

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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 and published by Courier Corporation. This book was released on 2012-05-14 with total page 210 pages. 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.

Reading Between the Numbers

Author : Joseph Tal
Publisher : McGraw-Hill Companies
ISBN 13 :
Total Pages : 308 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Reading Between the Numbers by : Joseph Tal

Download or read book Reading Between the Numbers written by Joseph Tal and published by McGraw-Hill Companies. This book was released on 2001 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book the Jsopeh Tal, "brings statistics down to earth for the general reader. Focusing on the psychology behind statistics, he shows how it applies in our everyday lives. He demonstrates how even mundane decisions, such as what to make for dinner or whether to take an umbrella, involve basic statistical reasoning. Tal issues dozens of fascinating examples from social and natural sciences, sports, business and a whole host of other disciplines. With them he demystifies means, medians, modes and sampling, estimation, hypothesis testing and many more tools-of-the-trade." - back cover.

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.

Research Methods and Statistics

Author : Bernard C. Beins
Publisher : Cambridge University Press
ISBN 13 : 1108553923
Total Pages : 469 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Research Methods and Statistics by : Bernard C. Beins

Download or read book Research Methods and Statistics written by Bernard C. Beins and published by Cambridge University Press. This book was released on 2017-11-02 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Methods and Statistics provides a seamless introduction to the subject, identifying various research areas and analyzing how one can approach them statistically. The text provides a solid empirical foundation for undergraduate psychology majors, and prepares the reader to think critically, and evaluate psychological research and claims they might hear in the news or popular press. The text can be used in all statistics, methods and experimental psychology courses.

Statistical Thinking from Scratch

Author : M. D. Edge
Publisher : Oxford University Press, USA
ISBN 13 : 0198827628
Total Pages : 318 pages
Book Rating : 4.1/5 (988 download)

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Book Synopsis Statistical Thinking from Scratch by : M. D. Edge

Download or read book Statistical Thinking from Scratch written by M. D. Edge and published by Oxford University Press, USA. This book was released on 2019-06-13 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researchers across the natural and social sciences find themselves navigating tremendous amounts of new data. Making sense of this flood of information requires more than the rote application of formulaic statistical methods. The premise of Statistical Thinking from Scratch is that students who want to become confident data analysts are better served by a deep introduction to a single statistical method than by a cursory overview of many methods. In particular, this book focuses on simple linear regression-a method with close connections to the most important tools in applied statistics-using it as a detailed case study for teaching resampling-based, likelihood-based, and Bayesian approaches to statistical inference. Considering simple linear regression in depth imparts an idea of how statistical procedures are designed, a flavour for the philosophical positions one assumes when applying statistics, and tools to probe the strengths of one's statistical approach. Key to the book's novel approach is its mathematical level, which is gentler than most texts for statisticians but more rigorous than most introductory texts for non-statisticians. Statistical Thinking from Scratch is suitable for senior undergraduate and beginning graduate students, professional researchers, and practitioners seeking to improve their understanding of statistical methods across the natural and social sciences, medicine, psychology, public health, business, and other fields.

How to Lie with Statistics

Author : Darrell Huff
Publisher : W. W. Norton & Company
ISBN 13 : 0393070875
Total Pages : 144 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis How to Lie with Statistics by : Darrell Huff

Download or read book How to Lie with Statistics written by Darrell Huff and published by W. W. Norton & Company. This book was released on 2010-12-07 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you want to outsmart a crook, learn his tricks—Darrell Huff explains exactly how in the classic How to Lie with Statistics. From distorted graphs and biased samples to misleading averages, there are countless statistical dodges that lend cover to anyone with an ax to grind or a product to sell. With abundant examples and illustrations, Darrell Huff’s lively and engaging primer clarifies the basic principles of statistics and explains how they’re used to present information in honest and not-so-honest ways. Now even more indispensable in our data-driven world than it was when first published, How to Lie with Statistics is the book that generations of readers have relied on to keep from being fooled.

Thinking Statistically

Author : Uri Bram
Publisher : Capara Books
ISBN 13 : 9780995529526
Total Pages : 136 pages
Book Rating : 4.5/5 (295 download)

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Book Synopsis Thinking Statistically by : Uri Bram

Download or read book Thinking Statistically written by Uri Bram and published by Capara Books. This book was released on 2017-07-07 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thinking Statistically is the "sharp little book" that shows you how to think like a statistician, without worrying about formal statistical techniques. Along the way we learn how selection bias can explain why your boss doesn't know he sucks (even when everyone else does); how to use Bayes' Theorem to decide if your partner is cheating on you; and why Mark Zuckerberg should never be used as an example for anything. See the world in a whole new light, and make better decisions and judgements without ever going near a t-test. Think. Think Statistically.