Statistical Review

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Statistical Inference as Severe Testing

Author : Deborah G. Mayo
Publisher : Cambridge University Press
ISBN 13 : 1108563309
Total Pages : 503 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Statistical Inference as Severe Testing by : Deborah G. Mayo

Download or read book Statistical Inference as Severe Testing written by Deborah G. Mayo and published by Cambridge University Press. This book was released on 2018-09-20 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mounting failures of replication in social and biological sciences give a new urgency to critically appraising proposed reforms. This book pulls back the cover on disagreements between experts charged with restoring integrity to science. It denies two pervasive views of the role of probability in inference: to assign degrees of belief, and to control error rates in a long run. If statistical consumers are unaware of assumptions behind rival evidence reforms, they can't scrutinize the consequences that affect them (in personalized medicine, psychology, etc.). The book sets sail with a simple tool: if little has been done to rule out flaws in inferring a claim, then it has not passed a severe test. Many methods advocated by data experts do not stand up to severe scrutiny and are in tension with successful strategies for blocking or accounting for cherry picking and selective reporting. Through a series of excursions and exhibits, the philosophy and history of inductive inference come alive. Philosophical tools are put to work to solve problems about science and pseudoscience, induction and falsification.

The American Statistical Review

Author : Charles Stephen Hill
Publisher :
ISBN 13 :
Total Pages : 132 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis The American Statistical Review by : Charles Stephen Hill

Download or read book The American Statistical Review written by Charles Stephen Hill and published by . This book was released on 1878 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Registrar General's Statistical Review of England and Wales for the Year ...

Author : Great Britain. General Register Office
Publisher :
ISBN 13 :
Total Pages : 870 pages
Book Rating : 4.:/5 (34 download)

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Book Synopsis The Registrar General's Statistical Review of England and Wales for the Year ... by : Great Britain. General Register Office

Download or read book The Registrar General's Statistical Review of England and Wales for the Year ... written by Great Britain. General Register Office and published by . This book was released on 1960 with total page 870 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Registrar-General's Statistical Review of England and Wales

Author : Great Britain. General Register Office
Publisher :
ISBN 13 :
Total Pages : 354 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Registrar-General's Statistical Review of England and Wales by : Great Britain. General Register Office

Download or read book The Registrar-General's Statistical Review of England and Wales written by Great Britain. General Register Office and published by . This book was released on 1951 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Registrar-General's Statistical Review of England and Wales

Author :
Publisher :
ISBN 13 :
Total Pages : 828 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis The Registrar-General's Statistical Review of England and Wales by :

Download or read book The Registrar-General's Statistical Review of England and Wales written by and published by . This book was released on 1923 with total page 828 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Review Operations

Author : Commission for Relief in Belgium
Publisher :
ISBN 13 :
Total Pages : 546 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Statistical Review Operations by : Commission for Relief in Belgium

Download or read book Statistical Review Operations written by Commission for Relief in Belgium and published by . This book was released on 1919 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt:

SEC Monthly Statistical Review

Author :
Publisher :
ISBN 13 :
Total Pages : 56 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis SEC Monthly Statistical Review by :

Download or read book SEC Monthly Statistical Review written by and published by . This book was released on 1984 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Introduction to Statistical Learning

Author : Gareth James
Publisher : Springer Nature
ISBN 13 : 3031387473
Total Pages : 617 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis An Introduction to Statistical Learning by : Gareth James

Download or read book An Introduction to Statistical Learning written by Gareth James and published by Springer Nature. This book was released on 2023-08-01 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.

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.

Introduction to Statistical Quality Control

Author : Christina M. Mastrangelo
Publisher : Wiley
ISBN 13 :
Total Pages : 244 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Introduction to Statistical Quality Control by : Christina M. Mastrangelo

Download or read book Introduction to Statistical Quality Control written by Christina M. Mastrangelo and published by Wiley. This book was released on 1991 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: Revised and expanded, this Second Edition continues to explore the modern practice of statistical quality control, providing comprehensive coverage of the subject from basic principles to state-of-the-art concepts and applications. The objective is to give the reader a thorough grounding in the principles of statistical quality control and a basis for applying those principles in a wide variety of both product and nonproduct situations. Divided into four parts, it contains numerous changes, including a more detailed discussion of the basic SPC problem-solving tools and two new case studies, expanded treatment on variable control charts with new examples, a chapter devoted entirely to cumulative-sum control charts and exponentially-weighted, moving-average control charts, and a new section on process improvement with designed experiments.

SEC Monthly Statistical Review

Author : United States. Securities and Exchange Commission
Publisher :
ISBN 13 :
Total Pages : 770 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis SEC Monthly Statistical Review by : United States. Securities and Exchange Commission

Download or read book SEC Monthly Statistical Review written by United States. Securities and Exchange Commission and published by . This book was released on 1970 with total page 770 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistics with Confidence

Author : Douglas Altman
Publisher : John Wiley & Sons
ISBN 13 : 1118702506
Total Pages : 322 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Statistics with Confidence by : Douglas Altman

Download or read book Statistics with Confidence written by Douglas Altman and published by John Wiley & Sons. This book was released on 2013-06-03 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This highly popular introduction to confidence intervals has been thoroughly updated and expanded. It includes methods for using confidence intervals, with illustrative worked examples and extensive guidelines and checklists to help the novice.

Statistical Adjustment of Data

Author : William Edwards Deming
Publisher :
ISBN 13 :
Total Pages : 284 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Statistical Adjustment of Data by : William Edwards Deming

Download or read book Statistical Adjustment of Data written by William Edwards Deming and published by . This book was released on 1946 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Bayesian Data Analysis, Third Edition

Author : Andrew Gelman
Publisher : CRC Press
ISBN 13 : 1439840954
Total Pages : 677 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Bayesian Data Analysis, Third Edition by : Andrew Gelman

Download or read book Bayesian Data Analysis, Third Edition written by Andrew Gelman and published by CRC Press. This book was released on 2013-11-01 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modeling Coverage of weakly informative priors and boundary-avoiding priors Updated discussion of cross-validation and predictive information criteria Improved convergence monitoring and effective sample size calculations for iterative simulation Presentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagation New and revised software code The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book’s web page.

The Statistical Analysis of Experimental Data

Author : John Mandel
Publisher : Courier Corporation
ISBN 13 : 048613959X
Total Pages : 434 pages
Book Rating : 4.4/5 (861 download)

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Book Synopsis The Statistical Analysis of Experimental Data by : John Mandel

Download or read book The Statistical Analysis of Experimental Data written by John Mandel and published by Courier Corporation. This book was released on 2012-06-08 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: First half of book presents fundamental mathematical definitions, concepts, and facts while remaining half deals with statistics primarily as an interpretive tool. Well-written text, numerous worked examples with step-by-step presentation. Includes 116 tables.

Introductory Statistics with R

Author : Peter Dalgaard
Publisher : Springer Science & Business Media
ISBN 13 : 0387790543
Total Pages : 370 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Introductory Statistics with R by : Peter Dalgaard

Download or read book Introductory Statistics with R written by Peter Dalgaard and published by Springer Science & Business Media. This book was released on 2008-06-27 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an elementary-level introduction to R, targeting both non-statistician scientists in various fields and students of statistics. The main mode of presentation is via code examples with liberal commenting of the code and the output, from the computational as well as the statistical viewpoint. Brief sections introduce the statistical methods before they are used. A supplementary R package can be downloaded and contains the data sets. All examples are directly runnable and all graphics in the text are generated from the examples. The statistical methodology covered includes statistical standard distributions, one- and two-sample tests with continuous data, regression analysis, one-and two-way analysis of variance, regression analysis, analysis of tabular data, and sample size calculations. In addition, the last four chapters contain introductions to multiple linear regression analysis, linear models in general, logistic regression, and survival analysis.

An Introduction to Statistical Thermodynamics

Author : Terrell L. Hill
Publisher : Courier Corporation
ISBN 13 : 0486130908
Total Pages : 546 pages
Book Rating : 4.4/5 (861 download)

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Book Synopsis An Introduction to Statistical Thermodynamics by : Terrell L. Hill

Download or read book An Introduction to Statistical Thermodynamics written by Terrell L. Hill and published by Courier Corporation. This book was released on 2012-06-08 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: Four-part treatment covers principles of quantum statistical mechanics, systems composed of independent molecules or other independent subsystems, and systems of interacting molecules, concluding with a consideration of quantum statistics.