The Seven Pillars Of Statistical Wisdom

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The Seven Pillars of Statistical Wisdom

Author : Stephen M. Stigler
Publisher : Harvard University Press
ISBN 13 : 9780674088917
Total Pages : 0 pages
Book Rating : 4.0/5 (889 download)

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Book Synopsis The Seven Pillars of Statistical Wisdom by : Stephen M. Stigler

Download or read book The Seven Pillars of Statistical Wisdom written by Stephen M. Stigler and published by Harvard University Press. This book was released on 2016-03-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: What gives statistics its unity as a science? Stephen Stigler sets forth the seven foundational ideas of statistics—a scientific discipline related to but distinct from mathematics and computer science. Even the most basic idea—aggregation, exemplified by averaging—is counterintuitive. It allows one to gain information by discarding information, namely, the individuality of the observations. Stigler’s second pillar, information measurement, challenges the importance of “big data” by noting that observations are not all equally important: the amount of information in a data set is often proportional to only the square root of the number of observations, not the absolute number. The third idea is likelihood, the calibration of inferences with the use of probability. Intercomparison is the principle that statistical comparisons do not need to be made with respect to an external standard. The fifth pillar is regression, both a paradox (tall parents on average produce shorter children; tall children on average have shorter parents) and the basis of inference, including Bayesian inference and causal reasoning. The sixth concept captures the importance of experimental design—for example, by recognizing the gains to be had from a combinatorial approach with rigorous randomization. The seventh idea is the residual: the notion that a complicated phenomenon can be simplified by subtracting the effect of known causes, leaving a residual phenomenon that can be explained more easily. The Seven Pillars of Statistical Wisdom presents an original, unified account of statistical science that will fascinate the interested layperson and engage the professional statistician.

Statistics on the Table

Author : Stephen M. Stigler
Publisher : Harvard University Press
ISBN 13 : 9780674009790
Total Pages : 514 pages
Book Rating : 4.0/5 (97 download)

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Book Synopsis Statistics on the Table by : Stephen M. Stigler

Download or read book Statistics on the Table written by Stephen M. Stigler and published by Harvard University Press. This book was released on 2002-09-30 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: This lively collection of essays examines statistical ideas with an ironic eye for their essence and what their history can tell us for current disputes. The topics range from 17th-century medicine and the circulation of blood, to the cause of the Great Depression, to the determinations of the shape of the Earth and the speed of light.

The History of Statistics

Author : Stephen M. Stigler
Publisher : Harvard University Press
ISBN 13 : 9780674403413
Total Pages : 436 pages
Book Rating : 4.4/5 (34 download)

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Book Synopsis The History of Statistics by : Stephen M. Stigler

Download or read book The History of Statistics written by Stephen M. Stigler and published by Harvard University Press. This book was released on 1986 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stigler shows how statistics arose from the interplay of mathematical concepts and the needs of several applied sciences. His emphasis is upon how methods of probability theory were developed for measuring uncertainty, for reducing uncertainty, and as a conceptual framework for quantitative studies in the social sciences.

Statistical Issues in Drug Development

Author : Stephen S. Senn
Publisher : John Wiley & Sons
ISBN 13 : 9780470723579
Total Pages : 523 pages
Book Rating : 4.7/5 (235 download)

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Book Synopsis Statistical Issues in Drug Development by : Stephen S. Senn

Download or read book Statistical Issues in Drug Development written by Stephen S. Senn and published by John Wiley & Sons. This book was released on 2008-02-28 with total page 523 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug development is the process of finding and producingtherapeutically useful pharmaceuticals, turning them into safe andeffective medicine, and producing reliable information regardingthe appropriate dosage and dosing intervals. With regulatoryauthorities demanding increasingly higher standards in suchdevelopments, statistics has become an intrinsic and criticalelement in the design and conduct of drug development programmes. Statistical Issues in Drug Development presents anessential and thought provoking guide to the statistical issues andcontroversies involved in drug development. This highly readable second edition has been updated toinclude: Comprehensive coverage of the design and interpretation ofclinical trials. Expanded sections on missing data, equivalence, meta-analysisand dose finding. An examination of both Bayesian and frequentist methods. A new chapter on pharmacogenomics and expanded coverage ofpharmaco-epidemiology and pharmaco-economics. Coverage of the ICH guidelines, in particular ICH E9,Statistical Principles for Clinical Trials. It is hoped that the book will stimulate dialogue betweenstatisticians and life scientists working within the pharmaceuticalindustry. The accessible and wide-ranging coverage make itessential reading for both statisticians and non-statisticiansworking in the pharmaceutical industry, regulatory bodies andmedical research institutes. There is also much to benefitundergraduate and postgraduate students whose courses include amedical statistics component.

The Calculus Story

Author : David Acheson
Publisher : Oxford University Press
ISBN 13 : 0198804547
Total Pages : 209 pages
Book Rating : 4.1/5 (988 download)

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Book Synopsis The Calculus Story by : David Acheson

Download or read book The Calculus Story written by David Acheson and published by Oxford University Press. This book was released on 2017 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: "[Acheson] introduces the fundamental ideas of calculus through the story of how the subject developed, from approximating π to imaginary numbers, and from Newton's falling apple to the vibrations of an electric guitar."--Back cover

Observation and Experiment

Author : Paul Rosenbaum
Publisher : Harvard University Press
ISBN 13 : 067497557X
Total Pages : 395 pages
Book Rating : 4.6/5 (749 download)

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Book Synopsis Observation and Experiment by : Paul Rosenbaum

Download or read book Observation and Experiment written by Paul Rosenbaum and published by Harvard University Press. This book was released on 2017-08-14 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the face of conflicting claims about some treatments, behaviors, and policies, the question arises: What is the most scientifically rigorous way to draw conclusions about cause and effect in the study of humans? In this introduction to causal inference, Paul Rosenbaum explains key concepts and methods through real-world examples.

Computer Age Statistical Inference

Author : Bradley Efron
Publisher : Cambridge University Press
ISBN 13 : 1108107958
Total Pages : 496 pages
Book Rating : 4.1/5 (81 download)

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Book Synopsis Computer Age Statistical Inference by : Bradley Efron

Download or read book Computer Age Statistical Inference written by Bradley Efron and published by Cambridge University Press. This book was released on 2016-07-21 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.

Computer Age Statistical Inference, Student Edition

Author : Bradley Efron
Publisher : Cambridge University Press
ISBN 13 : 1108915876
Total Pages : 514 pages
Book Rating : 4.1/5 (89 download)

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Book Synopsis Computer Age Statistical Inference, Student Edition by : Bradley Efron

Download or read book Computer Age Statistical Inference, Student Edition written by Bradley Efron and published by Cambridge University Press. This book was released on 2021-06-17 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and influence. 'Data science' and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? How does it all fit together? Now in paperback and fortified with exercises, this book delivers a concentrated course in modern statistical thinking. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov Chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. Each chapter ends with class-tested exercises, and the book concludes with speculation on the future direction of statistics and data science.

Ten Great Ideas about Chance

Author : Persi Diaconis
Publisher : Princeton University Press
ISBN 13 : 0691196397
Total Pages : 270 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Ten Great Ideas about Chance by : Persi Diaconis

Download or read book Ten Great Ideas about Chance written by Persi Diaconis and published by Princeton University Press. This book was released on 2019-10-08 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the sixteenth and seventeenth centuries, gamblers and mathematicians transformed the idea of chance from a mystery into the discipline of probability, setting the stage for a series of breakthroughs that enabled or transformed innumerable fields, from gambling, mathematics, statistics, economics, and finance to physics and computer science. This book tells the story of ten great ideas about chance and the thinkers who developed them, tracing the philosophical implications of these ideas as well as their mathematical impact.

Untangled

Author : Lisa Damour, Ph.D.
Publisher : Ballantine Books
ISBN 13 : 0553393065
Total Pages : 352 pages
Book Rating : 4.5/5 (533 download)

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Book Synopsis Untangled by : Lisa Damour, Ph.D.

Download or read book Untangled written by Lisa Damour, Ph.D. and published by Ballantine Books. This book was released on 2016-02-09 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEW YORK TIMES BESTSELLER • An award-winning guide to the sometimes erratic and confusing behavior of teenage girls that explains what’s going on, prepares parents for what’s to come, and lets them know when it’s time to worry. Look for Under Pressure, the companion guide to coping with stress and anxiety among girls, available now. In this sane, highly engaging, and informed guide for parents of daughters, Dr. Damour draws on decades of experience and the latest research to reveal the seven distinct—and absolutely normal—developmental transitions that turn girls into grown-ups, including Parting with Childhood, Contending with Adult Authority, Entering the Romantic World, and Caring for Herself. Providing realistic scenarios and welcome advice on how to engage daughters in smart, constructive ways, Untangled gives parents a broad framework for understanding their daughters while addressing their most common questions, including • My thirteen-year-old rolls her eyes when I try to talk to her, and only does it more when I get angry with her about it. How should I respond? • Do I tell my teen daughter that I’m checking her phone? • My daughter suffers from test anxiety. What can I do to help her? • Where’s the line between healthy eating and having an eating disorder? • My teenage daughter wants to know why I’m against pot when it’s legal in some states. What should I say? • My daughter’s friend is cutting herself. Do I call the girl’s mother to let her know? Perhaps most important, Untangled helps mothers and fathers understand, connect, and grow with their daughters. When parents know what makes their daughter tick, they can embrace and enjoy the challenge of raising a healthy, happy young woman. BOOKS FOR A BETTER LIFE AWARD WINNER “Finally, there’s some good news for puzzled parents of adolescent girls, and psychologist Lisa Damour is the bearer of that happy news. [Untangled] is the most down-to-earth, readable parenting book I’ve come across in a long time.”—The Washington Post “Anna Freud wrote in 1958, ‘There are few situations in life which are more difficult to cope with than an adolescent son or daughter during the attempt to liberate themselves.’ In the intervening decades, the transition doesn’t appear to have gotten any easier which makes Untangled such a welcome new resource.”—The Boston Globe

Foundations of Statistics for Data Scientists

Author : Alan Agresti
Publisher : CRC Press
ISBN 13 : 1000462919
Total Pages : 486 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Foundations of Statistics for Data Scientists by : Alan Agresti

Download or read book Foundations of Statistics for Data Scientists written by Alan Agresti and published by CRC Press. This book was released on 2021-11-22 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: Foundations of Statistics for Data Scientists: With R and Python is designed as a textbook for a one- or two-term introduction to mathematical statistics for students training to become data scientists. It is an in-depth presentation of the topics in statistical science with which any data scientist should be familiar, including probability distributions, descriptive and inferential statistical methods, and linear modeling. The book assumes knowledge of basic calculus, so the presentation can focus on "why it works" as well as "how to do it." Compared to traditional "mathematical statistics" textbooks, however, the book has less emphasis on probability theory and more emphasis on using software to implement statistical methods and to conduct simulations to illustrate key concepts. All statistical analyses in the book use R software, with an appendix showing the same analyses with Python. The book also introduces modern topics that do not normally appear in mathematical statistics texts but are highly relevant for data scientists, such as Bayesian inference, generalized linear models for non-normal responses (e.g., logistic regression and Poisson loglinear models), and regularized model fitting. The nearly 500 exercises are grouped into "Data Analysis and Applications" and "Methods and Concepts." Appendices introduce R and Python and contain solutions for odd-numbered exercises. The book's website has expanded R, Python, and Matlab appendices and all data sets from the examples and exercises.

A History of Data Visualization and Graphic Communication

Author : Michael Friendly
Publisher : Harvard University Press
ISBN 13 : 0674259041
Total Pages : 337 pages
Book Rating : 4.6/5 (742 download)

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Book Synopsis A History of Data Visualization and Graphic Communication by : Michael Friendly

Download or read book A History of Data Visualization and Graphic Communication written by Michael Friendly and published by Harvard University Press. This book was released on 2021-06-08 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive history of data visualization—its origins, rise, and effects on the ways we think about and solve problems. With complex information everywhere, graphics have become indispensable to our daily lives. Navigation apps show real-time, interactive traffic data. A color-coded map of exit polls details election balloting down to the county level. Charts communicate stock market trends, government spending, and the dangers of epidemics. A History of Data Visualization and Graphic Communication tells the story of how graphics left the exclusive confines of scientific research and became ubiquitous. As data visualization spread, it changed the way we think. Michael Friendly and Howard Wainer take us back to the beginnings of graphic communication in the mid-seventeenth century, when the Dutch cartographer Michael Florent van Langren created the first chart of statistical data, which showed estimates of the distance from Rome to Toledo. By 1786 William Playfair had invented the line graph and bar chart to explain trade imports and exports. In the nineteenth century, the “golden age” of data display, graphics found new uses in tracking disease outbreaks and understanding social issues. Friendly and Wainer make the case that the explosion in graphical communication both reinforced and was advanced by a cognitive revolution: visual thinking. Across disciplines, people realized that information could be conveyed more effectively by visual displays than by words or tables of numbers. Through stories and illustrations, A History of Data Visualization and Graphic Communication details the 400-year evolution of an intellectual framework that has become essential to both science and society at large.

The Emerging Democratic Majority

Author : John B. Judis
Publisher : Simon and Schuster
ISBN 13 : 0743254783
Total Pages : 244 pages
Book Rating : 4.7/5 (432 download)

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Book Synopsis The Emerging Democratic Majority by : John B. Judis

Download or read book The Emerging Democratic Majority written by John B. Judis and published by Simon and Schuster. This book was released on 2004-02-10 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: ONE OF THE ECONOMIST'S BEST BOOKS OF THE YEAR AND A WINNER OF THE WASHINGTON MONTHLY'S ANNUAL POLITICAL BOOK AWARD Political experts John B. Judis and Ruy Teixeira convincingly use hard data -- demographic, geographic, economic, and political -- to forecast the dawn of a new progressive era. In the 1960s, Kevin Phillips, battling conventional wisdom, correctly foretold the dawn of a new conservative era. His book, The Emerging Republican Majority, became an indispensable guide for all those attempting to understand political change through the 1970s and 1980s. At the beginning of the twenty-first century, with the country in Republican hands, The Emerging Democratic Majority is the indispensable guide to this era. In five well-researched chapters and a new afterword covering the 2002 elections, Judis and Teixeira show how the most dynamic and fastest-growing areas of the country are cultivating a new wave of Democratic voters who embrace what the authors call "progressive centrism" and take umbrage at Republican demands to privatize social security, ban abortion, and cut back environmental regulations. As the GOP continues to be dominated by neoconservatives, the religious right, and corporate influence, this is an essential volume for all those discontented with their narrow agenda -- and a clarion call for a new political order.

Pioneering Portfolio Management

Author : David F. Swensen
Publisher : Simon and Schuster
ISBN 13 : 1416554033
Total Pages : 433 pages
Book Rating : 4.4/5 (165 download)

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Book Synopsis Pioneering Portfolio Management by : David F. Swensen

Download or read book Pioneering Portfolio Management written by David F. Swensen and published by Simon and Schuster. This book was released on 2009-01-06 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the years since the now-classic Pioneering Portfolio Management was first published, the global investment landscape has changed dramatically -- but the results of David Swensen's investment strategy for the Yale University endowment have remained as impressive as ever. Year after year, Yale's portfolio has trumped the marketplace by a wide margin, and, with over $20 billion added to the endowment under his twenty-three-year tenure, Swensen has contributed more to Yale's finances than anyone ever has to any university in the country. What may have seemed like one among many success stories in the era before the Internet bubble burst emerges now as a completely unprecedented institutional investment achievement. In this fully revised and updated edition, Swensen, author of the bestselling personal finance guide Unconventional Success, describes the investment process that underpins Yale's endowment. He provides lucid and penetrating insight into the world of institutional funds management, illuminating topics ranging from asset-allocation structures to active fund management. Swensen employs an array of vivid real-world examples, many drawn from his own formidable experience, to address critical concepts such as handling risk, selecting advisors, and weathering market pitfalls. Swensen offers clear and incisive advice, especially when describing a counterintuitive path. Conventional investing too often leads to buying high and selling low. Trust is more important than flash-in-the-pan success. Expertise, fortitude, and the long view produce positive results where gimmicks and trend following do not. The original Pioneering Portfolio Management outlined a commonsense template for structuring a well-diversified equity-oriented portfolio. This new edition provides fund managers and students of the market an up-to-date guide for actively managed investment portfolios.

Positive Intelligence

Author : Shirzad Chamine
Publisher : Greenleaf Book Group
ISBN 13 : 1608322785
Total Pages : 241 pages
Book Rating : 4.6/5 (83 download)

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Book Synopsis Positive Intelligence by : Shirzad Chamine

Download or read book Positive Intelligence written by Shirzad Chamine and published by Greenleaf Book Group. This book was released on 2012 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chamine exposes how your mind is sabotaging you and keeping your from achieving your true potential. He shows you how to take concrete steps to unleash the vast, untapped powers of your mind.

The Lady Tasting Tea

Author : David Salsburg
Publisher : Henry Holt and Company
ISBN 13 : 1466801786
Total Pages : 352 pages
Book Rating : 4.4/5 (668 download)

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Book Synopsis The Lady Tasting Tea by : David Salsburg

Download or read book The Lady Tasting Tea written by David Salsburg and published by Henry Holt and Company. This book was released on 2002-05-01 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: At a summer tea party in Cambridge, England, a lady states that tea poured into milk tastes differently than that of milk poured into tea. Her notion is shouted down by the scientific minds of the group. But one guest, by the name Ronald Aylmer Fisher, proposes to scientifically test the lady's hypothesis. There was no better person to conduct such a test. For Fisher had brought to the field of statistics an emphasis on controlling the methods for obtaining data and the importance of interpretation. He knew that how the data was gathered and applied was as important as the data themselves. In The Lady Tasting Tea, readers will encounter not only Ronald Fisher's theories (and their repercussions), but the ideas of dozens of men and women whose revolutionary work affects our everyday lives. Writing with verve and wit, author David Salsburg traces the rise and fall of Karl Pearson's theories, explores W. Edwards Deming's statistical methods of quality control (which rebuilt postwar Japan's economy), and relates the story of Stella Cunliff's early work on the capacity of small beer casks at the Guinness brewing factory. The Lady Tasting Tea is not a book of dry facts and figures, but the history of great individuals who dared to look at the world in a new way.

Mein Kampf

Author : Adolf Hitler
Publisher : ببلومانيا للنشر والتوزيع
ISBN 13 :
Total Pages : 522 pages
Book Rating : 4./5 ( download)

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Book Synopsis Mein Kampf by : Adolf Hitler

Download or read book Mein Kampf written by Adolf Hitler and published by ببلومانيا للنشر والتوزيع. This book was released on 2024-02-26 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Madman, tyrant, animal—history has given Adolf Hitler many names. In Mein Kampf (My Struggle), often called the Nazi bible, Hitler describes his life, frustrations, ideals, and dreams. Born to an impoverished couple in a small town in Austria, the young Adolf grew up with the fervent desire to become a painter. The death of his parents and outright rejection from art schools in Vienna forced him into underpaid work as a laborer. During the First World War, Hitler served in the infantry and was decorated for bravery. After the war, he became actively involved with socialist political groups and quickly rose to power, establishing himself as Chairman of the National Socialist German Worker's party. In 1924, Hitler led a coalition of nationalist groups in a bid to overthrow the Bavarian government in Munich. The infamous Munich "Beer-hall putsch" was unsuccessful, and Hitler was arrested. During the nine months he was in prison, an embittered and frustrated Hitler dictated a personal manifesto to his loyal follower Rudolph Hess. He vented his sentiments against communism and the Jewish people in this document, which was to become Mein Kampf, the controversial book that is seen as the blue-print for Hitler's political and military campaign. In Mein Kampf, Hitler describes his strategy for rebuilding Germany and conquering Europe. It is a glimpse into the mind of a man who destabilized world peace and pursued the genocide now known as the Holocaust.