Outliers

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• Author : Malcolm Gladwell
• Publisher : Penguin UK
• File Size : 37,8 Mb
• Release Date : 2008-11-18
• Total pages : 320
• ISBN : 9780141903491
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Download Outliers in PDF, Epub, and Kindle

From the bestselling author of Blink and The Tipping Point, Malcolm Gladwell's Outliers: The Story of Success overturns conventional wisdom about genius to show us what makes an ordinary person an extreme overachiever. Why do some people achieve so much more than others? Can they lie so far out of the ordinary? In this provocative and inspiring book, Malcolm Gladwell looks at everyone from rock stars to professional athletes, software billionaires to scientific geniuses, to show that the story of success is far more surprising, and far more fascinating, than we could ever have imagined. He reveals that it's as much about where we're from and what we do, as who we are - and that no one, not even a genius, ever makes it alone. Outliers will change the way you think about your own life story, and about what makes us all unique. 'Gladwell is not only a brilliant storyteller; he can see what those stories tell us, the lessons they contain' Guardian 'Malcolm Gladwell is a global phenomenon ... he has a genius for making everything he writes seem like an impossible adventure' Observer 'He is the best kind of writer - the kind who makes you feel like you're a genius, rather than he's a genius' The Times

• Author : Kimberly McCreight
• Publisher : HarperCollins
• File Size : 34,5 Mb
• Release Date : 2016-05-03
• Total pages : 352
• ISBN : 9780062359117
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Download The Outliers in PDF, Epub, and Kindle

From the New York Times bestselling author of Reconstructing Amelia comes a fast-paced teen series where one girl learns that in a world of intrigue, betrayal, and deeply buried secrets, it is vital to trust your instincts. It all starts with a text: Please, Wylie, I need your help. Wylie hasn’t heard from Cassie in over a week, not since their last fight. But that doesn’t matter. Cassie’s in trouble, so Wylie decides to do what she has done so many times before: save her best friend from herself. This time it’s different, though. Instead of telling Wylie where she is, Cassie sends cryptic clues. And instead of having Wylie come by herself, Jasper shows up saying Cassie sent him to help. Trusting the guy who sent Cassie off the rails doesn’t feel right, but Wylie has no choice but to ignore her gut instinct and go with him. But figuring out where Cassie is goes from difficult to dangerous, fast. As Wylie and Jasper head farther and farther north into the dense woods of Maine, Wylie struggles to control her growing sense that something is really wrong. What isn’t Cassie telling them? And could finding her be only the beginning? In this breakneck tale, New York Times bestselling author Kimberly McCreight brilliantly chronicles a fateful journey that begins with a single decision—and ends up changing everything.

• Author : Bruce Schneier
• Publisher : John Wiley & Sons
• File Size : 45,6 Mb
• Release Date : 2012-01-27
• Total pages : 382
• ISBN : 9781118239018
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Download Liars and Outliers in PDF, Epub, and Kindle

In today's hyper-connected society, understanding the mechanisms of trust is crucial. Issues of trust are critical to solving problems as diverse as corporate responsibility, global warming, and the political system. In this insightful and entertaining book, Schneier weaves together ideas from across the social and biological sciences to explain how society induces trust. He shows the unique role of trust in facilitating and stabilizing human society. He discusses why and how trust has evolved, why it works the way it does, and the ways the information society is changing everything.

• Author : D. Hawkins
• Publisher : Springer Science & Business Media
• File Size : 30,8 Mb
• Release Date : 2013-04-17
• Total pages : 188
• ISBN : 9789401539944
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Download Identification of Outliers in PDF, Epub, and Kindle

The problem of outliers is one of the oldest in statistics, and during the last century and a half interest in it has waxed and waned several times. Currently it is once again an active research area after some years of relative neglect, and recent work has solved a number of old problems in outlier theory, and identified new ones. The major results are, however, scattered amongst many journal articles, and for some time there has been a clear need to bring them together in one place. That was the original intention of this monograph: but during execution it became clear that the existing theory of outliers was deficient in several areas, and so the monograph also contains a number of new results and conjectures. In view of the enormous volume ofliterature on the outlier problem and its cousins, no attempt has been made to make the coverage exhaustive. The material is concerned almost entirely with the use of outlier tests that are known (or may reasonably be expected) to be optimal in some way. Such topics as robust estimation are largely ignored, being covered more adequately in other sources. The numerous ad hoc statistics proposed in the early work on the grounds of intuitive appeal or computational simplicity also are not discussed in any detail.

• Author : Malcolm Gladwell
• Publisher : Little, Brown
• File Size : 45,7 Mb
• Release Date : 2021-04-27
• Total pages : 288
• ISBN : 9780316296939
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Download The Bomber Mafia in PDF, Epub, and Kindle

A “truly compelling” (Good Morning America) New York Times bestseller that explores how technology and best intentions collide in the heat of war—from the creator and host of the podcast Revisionist History. In The Bomber Mafia, Malcolm Gladwell weaves together the stories of a Dutch genius and his homemade computer, a band of brothers in central Alabama, a British psychopath, and pyromaniacal chemists at Harvard to examine one of the greatest moral challenges in modern American history. Most military thinkers in the years leading up to World War II saw the airplane as an afterthought. But a small band of idealistic strategists, the “Bomber Mafia,” asked: What if precision bombing could cripple the enemy and make war far less lethal? In contrast, the bombing of Tokyo on the deadliest night of the war was the brainchild of General Curtis LeMay, whose brutal pragmatism and scorched-earth tactics in Japan cost thousands of civilian lives, but may have spared even more by averting a planned US invasion. In The Bomber Mafia, Gladwell asks, “Was it worth it?” Things might have gone differently had LeMay’s predecessor, General Haywood Hansell, remained in charge. Hansell believed in precision bombing, but when he and Curtis LeMay squared off for a leadership handover in the jungles of Guam, LeMay emerged victorious, leading to the darkest night of World War II. The Bomber Mafia is a riveting tale of persistence, innovation, and the incalculable wages of war.

• Author : Worth Books
• Publisher : Open Road Media
• File Size : 28,8 Mb
• Release Date : 2016-11-15
• Total pages : 34
• ISBN : 9781504043144
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Download Summary and Analysis of Outliers: The Story of Success in PDF, Epub, and Kindle

So much to read, so little time? This brief overview of Outliers tells you what you need to know—before or after you read Malcolm Gladwell’s book. Crafted and edited with care, Worth Books set the standard for quality and give you the tools you need to be a well-informed reader. This short summary and analysis of Outliers by Malcolm Gladwell includes: Historical context Chapter-by-chapter summaries Profiles of the main characters Important quotes Fascinating trivia Glossary of terms Supporting material to enhance your understanding of the original work About Outliers by Malcolm Gladwell: What makes high achievers, like Mark Zuckerberg, Bill Gates, and members of the Beatles so successful? Is it pure talent? Personal drive? An off-the-charts IQ? In Outliers, bestselling author Malcolm Gladwell explores the subject of success and argues that there is more to the story than individual exceptionalism. In addition to inherent talent or intelligence, there are other factors that have come into play for the innovators, artists, athletes, and prodigies who have become household names. Many who have attained rock-star status in their fields may have education, culture, access to a specific technology or opportunity, and ten thousand hours of practice to thank for their reaching their goals. Through a wide range of examples and anecdotes, learn what makes outliers so extraordinary. The summary and analysis in this ebook are intended to complement your reading experience and bring you closer to a great work of nonfiction.

• Author : Kimberly McCreight
• Publisher : HarperCollins
• File Size : 38,8 Mb
• Release Date : 2018-07-03
• Total pages : 352
• ISBN : 9780062359179
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Download The Collide in PDF, Epub, and Kindle

The much-anticipated final book in New York Times bestselling author Kimberly McCreight’s Outliers trilogy. KEEP YOUR ENEMIES CLOSE. Wylie is finally out of the detention center, but that doesn’t mean she’s safe. As much as she wants to forget everything that's happened and return to her normal life, Wylie knows that true freedom means discovering, once and for all, who is hunting the girls who are Outliers—and why. Armed with only a few clues and a handful of trusted allies, Wylie sets out to separate fact from fiction. But soon she is unearthing long-buried secrets and finds herself entangled in a conspiracy that is much bigger and more dangerous than she ever could have imagined. Worse yet, the nearer Wylie gets to discovering the truth, the closer her enemies get to silencing her and the other girls. This time, maybe forever. In the explosive conclusion to New York Times bestselling author Kimberly McCreight’s Outliers series, Wylie learns that when danger lurks in unexpected places, fighting for who and what you believe in can matter even more than you realized . . . and that trusting yourself might be the one thing that saves you.

• Author : Charu C. Aggarwal
• Publisher : Springer
• File Size : 48,8 Mb
• Release Date : 2016-12-10
• Total pages : 466
• ISBN : 9783319475783
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Download Outlier Analysis in PDF, Epub, and Kindle

This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and statistics within the computational framework and therefore appeals to multiple communities. The chapters of this book can be organized into three categories: Basic algorithms: Chapters 1 through 7 discuss the fundamental algorithms for outlier analysis, including probabilistic and statistical methods, linear methods, proximity-based methods, high-dimensional (subspace) methods, ensemble methods, and supervised methods. Domain-specific methods: Chapters 8 through 12 discuss outlier detection algorithms for various domains of data, such as text, categorical data, time-series data, discrete sequence data, spatial data, and network data. Applications: Chapter 13 is devoted to various applications of outlier analysis. Some guidance is also provided for the practitioner. The second edition of this book is more detailed and is written to appeal to both researchers and practitioners. Significant new material has been added on topics such as kernel methods, one-class support-vector machines, matrix factorization, neural networks, outlier ensembles, time-series methods, and subspace methods. It is written as a textbook and can be used for classroom teaching.

• Author : Peter J. Rousseeuw,Annick M. Leroy
• Publisher : John Wiley & Sons
• File Size : 48,6 Mb
• Release Date : 2005-02-25
• Total pages : 329
• ISBN : 9780471725374
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Download Robust Regression and Outlier Detection in PDF, Epub, and Kindle

WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selectedbooks that have been made more accessible to consumers in an effortto increase global appeal and general circulation. With these newunabridged softcover volumes, Wiley hopes to extend the lives ofthese works by making them available to future generations ofstatisticians, mathematicians, and scientists. "The writing style is clear and informal, and much of thediscussion is oriented to application. In short, the book is akeeper." –Mathematical Geology "I would highly recommend the addition of this book to thelibraries of both students and professionals. It is a usefultextbook for the graduate student, because it emphasizes both thephilosophy and practice of robustness in regression settings, andit provides excellent examples of precise, logical proofs oftheorems. . . .Even for those who are familiar with robustness, thebook will be a good reference because it consolidates the researchin high-breakdown affine equivariant estimators and includes anextensive bibliography in robust regression, outlier diagnostics,and related methods. The aim of this book, the authors tell us, is‘to make robust regression available for everyday statisticalpractice.’ Rousseeuw and Leroy have included all of thenecessary ingredients to make this happen." –Journal of the American Statistical Association

• Author : Kimberly McCreight
• Publisher : HarperCollins
• File Size : 33,5 Mb
• Release Date : 2017-05-02
• Total pages : 320
• ISBN : 9780062359148
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Download The Scattering in PDF, Epub, and Kindle

New York Times bestselling author Kimberly McCreight raises the stakes in the second book of the heart-pounding Outliers trilogy, a uniquely speculative story about secrets, betrayal, and a world where one small group of people are blessed—or cursed—with an incredible power. Wylie may have escaped the camp in Maine, but she is far from safe. The best way for her to protect herself is to understand her ability, fast. But after spending a lifetime trying to ignore her own feelings, giving in to her ability to read other peoples’ emotions is as difficult as it is dangerous. And Wylie isn’t the only one at risk. Ever since they returned home, Jasper has been spiraling, wracked with guilt over what happened to Cassie. After all they’ve been through together, Wylie and Jasper would do anything for each other, but she doesn’t know if their bond is strong enough to overcome demons from the past. It is amid this uncertainty and fear that Wylie finds herself confronted with a choice. She was willing to do whatever it took to help Cassie, but is she prepared to go to the same extremes to help complete strangers . . . even if they are just like her?

• Author : Boris Iglewicz,David C. Hoaglin
• Publisher : Quality Press
• File Size : 11,6 Mb
• Release Date : 1993-01-08
• Total pages : 99
• ISBN : 9780873892605
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Download Volume 16: How to Detect and Handle Outliers in PDF, Epub, and Kindle

Outliers are the key focus of this book. The authors concentrate on the practical aspects of dealing with outliers in the forms of data that arise most often in applications: single and multiple samples, linear regression, and factorial experiments. Available only as an E-Book.

• Author : David Epstein
• Publisher : Penguin
• File Size : 43,7 Mb
• Release Date : 2019-05-28
• Total pages : 352
• ISBN : 9780735214491
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Download Range in PDF, Epub, and Kindle

The #1 New York Times bestseller that has all America talking: as seen/heard on CNN's Fareed Zakaria GPS, Morning Joe, CBS This Morning, The Bill Simmons Podcast, Rich Roll, and more. “The most important business—and parenting—book of the year.” —Forbes “Urgent and important. . . an essential read for bosses, parents, coaches, and anyone who cares about improving performance.” —Daniel H. Pink Shortlisted for the Financial Times/McKinsey Business Book of the Year Award Plenty of experts argue that anyone who wants to develop a skill, play an instrument, or lead their field should start early, focus intensely, and rack up as many hours of deliberate practice as possible. If you dabble or delay, you’ll never catch up to the people who got a head start. But a closer look at research on the world’s top performers, from professional athletes to Nobel laureates, shows that early specialization is the exception, not the rule. David Epstein examined the world’s most successful athletes, artists, musicians, inventors, forecasters and scientists. He discovered that in most fields—especially those that are complex and unpredictable—generalists, not specialists, are primed to excel. Generalists often find their path late, and they juggle many interests rather than focusing on one. They’re also more creative, more agile, and able to make connections their more specialized peers can’t see. Provocative, rigorous, and engrossing, Range makes a compelling case for actively cultivating inefficiency. Failing a test is the best way to learn. Frequent quitters end up with the most fulfilling careers. The most impactful inventors cross domains rather than deepening their knowledge in a single area. As experts silo themselves further while computers master more of the skills once reserved for highly focused humans, people who think broadly and embrace diverse experiences and perspectives will increasingly thrive.

• Author : Kai Bird
• Publisher : Crown
• File Size : 11,6 Mb
• Release Date : 2021-06-15
• Total pages : 801
• ISBN : 9780451495235
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Download The Outlier in PDF, Epub, and Kindle

“Important . . . [a] landmark presidential biography . . . Bird is able to build a persuasive case that the Carter presidency deserves this new look.”—The New York Times Book Review An essential re-evaluation of the complex triumphs and tragedies of Jimmy Carter’s presidential legacy—from the expert biographer and Pulitzer Prize–winning co-author of American Prometheus Four decades after Ronald Reagan’s landslide win in 1980, Jimmy Carter’s one-term presidency is often labeled a failure; indeed, many Americans view Carter as the only ex-president to have used the White House as a stepping-stone to greater achievements. But in retrospect the Carter political odyssey is a rich and human story, marked by both formidable accomplishments and painful political adversity. In this deeply researched, brilliantly written account, Pulitzer Prize–winning biographer Kai Bird deftly unfolds the Carter saga as a tragic tipping point in American history. As president, Carter was not merely an outsider; he was an outlier. He was the only president in a century to grow up in the heart of the Deep South, and his born-again Christianity made him the most openly religious president in memory. This outlier brought to the White House a rare mix of humility, candor, and unnerving self-confidence that neither Washington nor America was ready to embrace. Decades before today’s public reckoning with the vast gulf between America’s ethos and its actions, Carter looked out on a nation torn by race and demoralized by Watergate and Vietnam and prescribed a radical self-examination from which voters recoiled. The cost of his unshakable belief in doing the right thing would be losing his re-election bid—and witnessing the ascendance of Reagan. In these remarkable pages, Bird traces the arc of Carter’s administration, from his aggressive domestic agenda to his controversial foreign policy record, taking readers inside the Oval Office and through Carter’s battles with both a political establishment and a Washington press corps that proved as adversarial as any foreign power. Bird shows how issues still hotly debated today—from national health care to growing inequality and racism to the Israeli-Palestinian conflict—burned at the heart of Carter’s America, and consumed a president who found a moral duty in solving them. Drawing on interviews with Carter and members of his administration and recently declassified documents, Bird delivers a profound, clear-eyed evaluation of a leader whose legacy has been deeply misunderstood. The Outlier is the definitive account of an enigmatic presidency—both as it really happened and as it is remembered in the American consciousness.

• Author : Manish Gupta,Jing Gao,Charu Aggarwal,Jiawei Han
• Publisher : Springer Nature
• File Size : 12,6 Mb
• Release Date : 2022-06-01
• Total pages : 110
• ISBN : 9783031019050
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Download Outlier Detection for Temporal Data in PDF, Epub, and Kindle

Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, environmental science, distributed systems, spatio-temporal mining, etc. Initial research in outlier detection focused on time series-based outliers (in statistics). Since then, outlier detection has been studied on a large variety of data types including high-dimensional data, uncertain data, stream data, network data, time series data, spatial data, and spatio-temporal data. While there have been many tutorials and surveys for general outlier detection, we focus on outlier detection for temporal data in this book. A large number of applications generate temporal datasets. For example, in our everyday life, various kinds of records like credit, personnel, financial, judicial, medical, etc., are all temporal. This stresses the need for an organized and detailed study of outliers with respect to such temporal data. In the past decade, there has been a lot of research on various forms of temporal data including consecutive data snapshots, series of data snapshots and data streams. Besides the initial work on time series, researchers have focused on rich forms of data including multiple data streams, spatio-temporal data, network data, community distribution data, etc. Compared to general outlier detection, techniques for temporal outlier detection are very different. In this book, we will present an organized picture of both recent and past research in temporal outlier detection. We start with the basics and then ramp up the reader to the main ideas in state-of-the-art outlier detection techniques. We motivate the importance of temporal outlier detection and brief the challenges beyond usual outlier detection. Then, we list down a taxonomy of proposed techniques for temporal outlier detection. Such techniques broadly include statistical techniques (like AR models, Markov models, histograms, neural networks), distance- and density-based approaches, grouping-based approaches (clustering, community detection), network-based approaches, and spatio-temporal outlier detection approaches. We summarize by presenting a wide collection of applications where temporal outlier detection techniques have been applied to discover interesting outliers. Table of Contents: Preface / Acknowledgments / Figure Credits / Introduction and Challenges / Outlier Detection for Time Series and Data Sequences / Outlier Detection for Data Streams / Outlier Detection for Distributed Data Streams / Outlier Detection for Spatio-Temporal Data / Outlier Detection for Temporal Network Data / Applications of Outlier Detection for Temporal Data / Conclusions and Research Directions / Bibliography / Authors' Biographies

• Author : John Shufeldt
• Publisher : Unknown
• File Size : 49,8 Mb
• Release Date : 2014-05-25
• Total pages : 229
• ISBN : 194028807X
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Download Ingredients of Outliers in PDF, Epub, and Kindle

Ingredients of Outliers: Women Game Changers presents six remarkable women, whose bravery, innovation, and charisma pave the way for future generations: Environmental Journalist, Photographer, and adventurer, Sharon Guynup Award-Winning Novelist and one-of-a-kind creative, Jane Hamilton CPA, Attorney and powerhouse, Christine Jones Physician Assistant, mother of nine, and passionate lover of life, Jenny McClendon Ophthalmologist and multi-faceted humanitarian, Mildred M.G. Oliver Chief Justice, Attorney and passionate advocate, Marsha Ternus Get to know this diverse group of accomplished women, and let their expertise and self-leadership pave the path for your pursuit of excellence."