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Download The Outlier PDF

The Outlier

Author : Kai Bird
Publisher : Crown
Release Date : 2021-06-15
ISBN 10 : 9780451495259
Pages : 800 pages
Rating : 4.9/5 (525 downloads)

Download The Outlier in PDF Full Online Free by Kai Bird and published by Crown. This book was released on 2021-06-15 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: “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.


Download The Outlier PDF

The Outlier

Author : R. J. Stanton
Publisher : iUniverse
Release Date : 2000-12
ISBN 10 : 9780595132829
Pages : 350 pages
Rating : 4.3/5 (282 downloads)

Download The Outlier in PDF Full Online Free by R. J. Stanton and published by iUniverse. This book was released on 2000-12 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imagine this…Wilton, a small town in the Berkshires of Massachusetts. Roland Briggs, a brilliant but burned out ex-homicide detective from the south trying to escape the horror of his wife’s suicide and his subsequent nervous breakdown, takes the job of chief of police. For two years, it’s just as he’d hoped, quiet and unchallenging. But then, it the fall of 1972, the town is rocked by the grisly murders of two elderly women. A man is caught and convicted. The evidence against him is overwhelming. Everyone is satisfied that the murderer is behind bars. Everyone except Briggs. Armed with only a few inconsistencies and his belief that the convicted man was framed, Briggs begins his search to find the motive for these senseless and seemingly random acts of violence. Slowly, he begins to realize that the reason for these crimes is buried in the old and abandoned, Wilton School for the Feeble-Minded, up on the hill on the outskirts of town.


Download The Outlier Survey PDF

The Outlier Survey

Author : Robert P. Powers
Publisher :
Release Date : 1983
ISBN 10 : PURD:32754061629063
Pages : 462 pages
Rating : 4./5 ( downloads)

Download The Outlier Survey in PDF Full Online Free by Robert P. Powers and published by . This book was released on 1983 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Download The Outlier's Choice PDF

The Outlier's Choice

Author : Becky Huber
Publisher : Morgan James Publishing
Release Date : 2021-12-07
ISBN 10 : 9781631957734
Pages : 87 pages
Rating : 4.5/5 (773 downloads)

Download The Outlier's Choice in PDF Full Online Free by Becky Huber and published by Morgan James Publishing. This book was released on 2021-12-07 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt: One woman’s husband confessed to a secret life of multiple affairs and addiction. Another woman’s daughter died of leukemia shortly after her adoption was finalized. Awash in their grief, Cortney Donelson and Becky Huber would have been justified in living a life of anger, bitterness, and sorrow after going through what can only be described as a wife’s—and mother’s—worst nightmares. But as Christians, these women were called to live set apart, to choose unexpected responses despite their heart-wrenching circumstances. And they chose wisely. For every Christian, faith can often feel uncomfortable. Fighting for hope is hard, and being set apart for God’s glory may feel isolating. Indeed, most aspects of the Christian life can be downright messy. In The Outlier's Choice, authors Becky Huber and Cortney Donelson make an inspiring case to choose the unexpected—to go against popular beliefs and walk through struggles in discomfort, becoming bold outliers for God’s glory.


Download Outlier Analysis PDF

Outlier Analysis

Author : Charu C. Aggarwal
Publisher : Springer
Release Date : 2016-12-10
ISBN 10 : 9783319475783
Pages : 466 pages
Rating : 4.7/5 (578 downloads)

Download Outlier Analysis in PDF Full Online Free by Charu C. Aggarwal and published by Springer. This book was released on 2016-12-10 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Download Outlier Ensembles PDF

Outlier Ensembles

Author : Charu C. Aggarwal
Publisher : Springer
Release Date : 2017-04-06
ISBN 10 : 9783319547657
Pages : 276 pages
Rating : 4.4/5 (765 downloads)

Download Outlier Ensembles in PDF Full Online Free by Charu C. Aggarwal and published by Springer. This book was released on 2017-04-06 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses a variety of methods for outlier ensembles and organizes them by the specific principles with which accuracy improvements are achieved. In addition, it covers the techniques with which such methods can be made more effective. A formal classification of these methods is provided, and the circumstances in which they work well are examined. The authors cover how outlier ensembles relate (both theoretically and practically) to the ensemble techniques used commonly for other data mining problems like classification. The similarities and (subtle) differences in the ensemble techniques for the classification and outlier detection problems are explored. These subtle differences do impact the design of ensemble algorithms for the latter problem. This book can be used for courses in data mining and related curricula. Many illustrative examples and exercises are provided in order to facilitate classroom teaching. A familiarity is assumed to the outlier detection problem and also to generic problem of ensemble analysis in classification. This is because many of the ensemble methods discussed in this book are adaptations from their counterparts in the classification domain. Some techniques explained in this book, such as wagging, randomized feature weighting, and geometric subsampling, provide new insights that are not available elsewhere. Also included is an analysis of the performance of various types of base detectors and their relative effectiveness. The book is valuable for researchers and practitioners for leveraging ensemble methods into optimal algorithmic design.


Download Outlier Detection: Techniques and Applications PDF

Outlier Detection: Techniques and Applications

Author : N. N. R. Ranga Suri
Publisher : Springer
Release Date : 2019-01-10
ISBN 10 : 9783030051273
Pages : 214 pages
Rating : 4.5/5 (127 downloads)

Download Outlier Detection: Techniques and Applications in PDF Full Online Free by N. N. R. Ranga Suri and published by Springer. This book was released on 2019-01-10 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, drawing on recent literature, highlights several methodologies for the detection of outliers and explains how to apply them to solve several interesting real-life problems. The detection of objects that deviate from the norm in a data set is an essential task in data mining due to its significance in many contemporary applications. More specifically, the detection of fraud in e-commerce transactions and discovering anomalies in network data have become prominent tasks, given recent developments in the field of information and communication technologies and security. Accordingly, the book sheds light on specific state-of-the-art algorithmic approaches such as the community-based analysis of networks and characterization of temporal outliers present in dynamic networks. It offers a valuable resource for young researchers working in data mining, helping them understand the technical depth of the outlier detection problem and devise innovative solutions to address related challenges.


Download Medicare Outlier Payments to Hospitals PDF

Medicare Outlier Payments to Hospitals

Author : United States. Congress. Senate. Committee on Appropriations. Subcommittee on Departments of Labor, Health and Human Services, Education, and Related Agencies
Publisher :
Release Date : 2004
ISBN 10 : UOM:39015090413983
Pages : 56 pages
Rating : 4./5 ( downloads)

Download Medicare Outlier Payments to Hospitals in PDF Full Online Free by United States. Congress. Senate. Committee on Appropriations. Subcommittee on Departments of Labor, Health and Human Services, Education, and Related Agencies and published by . This book was released on 2004 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Download The Outliers Saga: The Complete Box Set PDF

The Outliers Saga: The Complete Box Set

Author : Kate L. Mary
Publisher : Twisted Press, LLC
Release Date : 2021-07-16
ISBN 10 :
Pages : 827 pages
Rating : 4./5 ( downloads)

Download The Outliers Saga: The Complete Box Set in PDF Full Online Free by Kate L. Mary and published by Twisted Press, LLC. This book was released on 2021-07-16 with total page 827 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner in the 2018 Kindle Books Awards for Sci-Fi/Fantasy Fiction B.R.A.G. Medallion Honoree Finalist in the 2018 Wishing Shelf Book Awards For Adult Fiction Top 10 Finalist in the Author Academy Awards for Sci-Fi/Fantasy Fiction "Fear is normal, Indra, it is what you do with that fear that determines if you are strong or weak." One set, three books! Get the entire emotionally gripping and action-packed Outliers Saga in one set! *************************************************** Book One: Outliers In the dusty ruins of the world, three groups exist: the Sovereign, the Fortis, and the Outliers. Indra is an Outlier. Living on land that has not healed from the poison of the past, the Outliers have adapted - but to the Sovereign and the Fortis, they are nothing. For centuries the Fortis have made their abuse of Outliers a sport, but when Asa comes to Indra's rescue, she sees something different in him. Something that marks him as so much more than just a Fortis guard. But when Indra's world begins to unravel, even the quiet alliance she and Asa have formed cannot save her from the wrath of the Sovereign. In one life-altering moment, everything Indra has ever known is ripped away, forcing her to face a world even more harsh and unforgiving. Broken and scarred, Indra finds herself on a journey that will challenge everything she's ever been taught, learning along the way that she's stronger than she ever imagined. Maybe even strong enough to free her people forever. *************************************************** Book Two: Uprising Returning to Sovereign City after everything that was stolen from her is something Indra never thought she would do. Despite the scars she wears both inside and out, left there at the hands of the Sovereign and the Fortis, she is determined to save her people from oppression, even if it means putting her own safety at risk. But it isn’t long before she once again finds her world shattering around her. As the dust settles, Indra manages to find strength among the ruins, and she sets out on a quest to unite the four Outlier tribes, hoping to take their enemies down once and for all. *************************************************** Book Three: Retribution With the Outliers united and the Fortis eliminated, Indra thought she was nearing the end of her journey. Instead, Asa went into the city only to be captured and the Sovereign decided to unleash the full power of their technology. Now, bleeding and separated from her husband, facing a traitor and an uncertain future, Indra finds herself wondering if she united the Outlier tribes simply so the Sovereign could destroy them more effectively. With vile characters, brutal conditions, and vicious creatures, the final chapter in the Outliers Saga will take readers on an unforgettable journey. Follow Asa and Indra as they fight to start a life together while facing impossible choices that will test their limits and show them what sacrifice, forgiveness, and love really mean.


Download New Developments in Unsupervised Outlier Detection PDF

New Developments in Unsupervised Outlier Detection

Author : Xiaochun Wang
Publisher : Springer Nature
Release Date : 2020-11-24
ISBN 10 : 9789811595196
Pages : 277 pages
Rating : 4.9/5 (519 downloads)

Download New Developments in Unsupervised Outlier Detection in PDF Full Online Free by Xiaochun Wang and published by Springer Nature. This book was released on 2020-11-24 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book enriches unsupervised outlier detection research by proposing several new distance-based and density-based outlier scores in a k-nearest neighbors’ setting. The respective chapters highlight the latest developments in k-nearest neighbor-based outlier detection research and cover such topics as our present understanding of unsupervised outlier detection in general; distance-based and density-based outlier detection in particular; and the applications of the latest findings to boundary point detection and novel object detection. The book also offers a new perspective on bridging the gap between k-nearest neighbor-based outlier detection and clustering-based outlier detection, laying the groundwork for future advances in unsupervised outlier detection research. The authors hope the algorithms and applications proposed here will serve as valuable resources for outlier detection researchers for years to come.


Download A Graphical Method of Removing Outlier Values from Analytical Data PDF

A Graphical Method of Removing Outlier Values from Analytical Data

Author : E. E. Remmenga
Publisher :
Release Date : 1971
ISBN 10 : UOM:39015078521823
Pages : 18 pages
Rating : 4./5 ( downloads)

Download A Graphical Method of Removing Outlier Values from Analytical Data in PDF Full Online Free by E. E. Remmenga and published by . This book was released on 1971 with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Download Identification of Outliers PDF

Identification of Outliers

Author : D. Hawkins
Publisher : Springer Science & Business Media
Release Date : 2013-04-17
ISBN 10 : 9789401539944
Pages : 188 pages
Rating : 4.3/5 (994 downloads)

Download Identification of Outliers in PDF Full Online Free by D. Hawkins and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Download Federal Register PDF

Federal Register

Author :
Publisher :
Release Date : 2013-07
ISBN 10 : UCR:31210024751024
Pages : pages
Rating : 4./5 ( downloads)

Download Federal Register in PDF Full Online Free by and published by . This book was released on 2013-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:


Download Big Data PDF

Big Data

Author : Balamurugan Balusamy
Publisher : John Wiley & Sons
Release Date : 2021-03-15
ISBN 10 : 9781119701873
Pages : 368 pages
Rating : 4.0/5 (187 downloads)

Download Big Data in PDF Full Online Free by Balamurugan Balusamy and published by John Wiley & Sons. This book was released on 2021-03-15 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn Big Data from the ground up with this complete and up-to-date resource from leaders in the field Big Data: Concepts, Technology, and Architecture delivers a comprehensive treatment of Big Data tools, terminology, and technology perfectly suited to a wide range of business professionals, academic researchers, and students. Beginning with a fulsome overview of what we mean when we say, “Big Data,” the book moves on to discuss every stage of the lifecycle of Big Data. You’ll learn about the creation of structured, unstructured, and semi-structured data, data storage solutions, traditional database solutions like SQL, data processing, data analytics, machine learning, and data mining. You’ll also discover how specific technologies like Apache Hadoop, SQOOP, and Flume work. Big Data also covers the central topic of big data visualization with Tableau, and you’ll learn how to create scatter plots, histograms, bar, line, and pie charts with that software. Accessibly organized, Big Data includes illuminating case studies throughout the material, showing you how the included concepts have been applied in real-world settings. Some of those concepts include: The common challenges facing big data technology and technologists, like data heterogeneity and incompleteness, data volume and velocity, storage limitations, and privacy concerns Relational and non-relational databases, like RDBMS, NoSQL, and NewSQL databases Virtualizing Big Data through encapsulation, partitioning, and isolating, as well as big data server virtualization Apache software, including Hadoop, Cassandra, Avro, Pig, Mahout, Oozie, and Hive The Big Data analytics lifecycle, including business case evaluation, data preparation, extraction, transformation, analysis, and visualization Perfect for data scientists, data engineers, and database managers, Big Data also belongs on the bookshelves of business intelligence analysts who are required to make decisions based on large volumes of information. Executives and managers who lead teams responsible for keeping or understanding large datasets will also benefit from this book.


Download Robust Regression and Outlier Detection PDF

Robust Regression and Outlier Detection

Author : Peter J. Rousseeuw
Publisher : John Wiley & Sons
Release Date : 2005-02-25
ISBN 10 : 9780471725374
Pages : 329 pages
Rating : 4.2/5 (537 downloads)

Download Robust Regression and Outlier Detection in PDF Full Online Free by Peter J. Rousseeuw and published by John Wiley & Sons. This book was released on 2005-02-25 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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


Download The Outliers PDF

The Outliers

Author : Rob MacGregor
Publisher : Crossroad Press
Release Date : 2018-12-16
ISBN 10 :
Pages : pages
Rating : 4./5 ( downloads)

Download The Outliers in PDF Full Online Free by Rob MacGregor and published by Crossroad Press. This book was released on 2018-12-16 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: An outlier is something or someone that lies outside of the main group that it’s a part of. In this collection of short stories, the outliers are people who don’t fit into our consensus reality. They’re anomalies, weirdos, individuals whose experiences are vastly different from the rest of us. And yet, they are us in their humanity, their emotions, and in their curiosity that asks, What if? The stories begin with a novella in which a paranormal investigator looks into a bizarre story about a secret federal law enforcement team that pursues their cases while out-of-body. It ends with the story of a First Lady who hold seances in the White House. In between are more tales of outliers, more strangeness. Included in this collection: Spinning Out, a Novella Rivereños The Unit A Very Thin, Thin Line A Gambler’s Superstition The Works Devil’s Chair Wild Card Portal


Download Predictive Analytics and Data Mining PDF

Predictive Analytics and Data Mining

Author : Vijay Kotu
Publisher : Morgan Kaufmann
Release Date : 2014-11-27
ISBN 10 : 9780128016503
Pages : 446 pages
Rating : 4.1/5 (65 downloads)

Download Predictive Analytics and Data Mining in PDF Full Online Free by Vijay Kotu and published by Morgan Kaufmann. This book was released on 2014-11-27 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Put Predictive Analytics into Action Learn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you are brand new to Data Mining or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions. Data Mining has become an essential tool for any enterprise that collects, stores and processes data as part of its operations. This book is ideal for business users, data analysts, business analysts, business intelligence and data warehousing professionals and for anyone who wants to learn Data Mining. You’ll be able to: 1. Gain the necessary knowledge of different data mining techniques, so that you can select the right technique for a given data problem and create a general purpose analytics process. 2. Get up and running fast with more than two dozen commonly used powerful algorithms for predictive analytics using practical use cases. 3. Implement a simple step-by-step process for predicting an outcome or discovering hidden relationships from the data using RapidMiner, an open source GUI based data mining tool Predictive analytics and Data Mining techniques covered: Exploratory Data Analysis, Visualization, Decision trees, Rule induction, k-Nearest Neighbors, Naïve Bayesian, Artificial Neural Networks, Support Vector machines, Ensemble models, Bagging, Boosting, Random Forests, Linear regression, Logistic regression, Association analysis using Apriori and FP Growth, K-Means clustering, Density based clustering, Self Organizing Maps, Text Mining, Time series forecasting, Anomaly detection and Feature selection. Implementation files can be downloaded from the book companion site at www.LearnPredictiveAnalytics.com Demystifies data mining concepts with easy to understand language Shows how to get up and running fast with 20 commonly used powerful techniques for predictive analysis Explains the process of using open source RapidMiner tools Discusses a simple 5 step process for implementing algorithms that can be used for performing predictive analytics Includes practical use cases and examples


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