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Foundations of Statistical Algorithms: With References to R Packages (Chapman & Hall/CRC Computer Science & Data Analysis), by Claus Weihs

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A new and refreshingly different approach to presenting the foundations of statistical algorithms, Foundations of Statistical Algorithms: With References to R Packages reviews the historical development of basic algorithms to illuminate the evolution of today’s more powerful statistical algorithms. It emphasizes recurring themes in all statistical algorithms, including computation, assessment and verification, iteration, intuition, randomness, repetition and parallelization, and scalability. Unique in scope, the book reviews the upcoming challenge of scaling many of the established techniques to very large data sets and delves into systematic verification by demonstrating how to derive general classes of worst case inputs and emphasizing the importance of testing over a large number of different inputs.

Broadly accessible, the book offers examples, exercises, and selected solutions in each chapter as well as access to a supplementary website. After working through the material covered in the book, readers should not only understand current algorithms but also gain a deeper understanding of how algorithms are constructed, how to evaluate new algorithms, which recurring principles are used to tackle some of the tough problems statistical programmers face, and how to take an idea for a new method and turn it into something practically useful.

• Sales Rank: #1992432 in Books
• Published on: 2013-12-09
• Original language: English
• Number of items: 1
• Dimensions: 9.20" h x 1.20" w x 6.50" l, .0 pounds
• Binding: Hardcover
• 500 pages

Review

“My main take away is that these authors spend a lot of time thinking about issues that I never think about. They argue strongly that I, as a statistician, should think about them more, and I find their argument compelling. I certainly enjoyed the various flashes of insight into computation I had as I read their book. … The book’s case studies … are incredibly detailed and deep, far beyond the case studies typically used to illustrate these methods. … I greatly enjoyed the overall arc of the book and found it quite compelling. … a nice book to have on the shelf in case you find yourself suspicious about something computational, or want to find a case study illustrating some topic in computation.”
―Luke W. Miratrix, Journal of the American Statistical Association, March 2015

"… it provides the necessary skills to construct statistical algorithms and hence to contribute to statistical computing. And I wish I had the luxury to teach from Foundations of Statistical Algorithms to my graduate students … a rich book that should benefit a specific niche of statistical graduates and would-be-statisticians, namely those ready to engage into serious statistical programming. It should provide them with the necessary background, out of which they should develop their own tools."
―Christian Robert on his blog, February 2014

"The book is suitable for readers who not only want to understand current statistical algorithms, but also gain a deeper understanding of how the algorithms are constructed and how they operate. It is addressed first and foremost to students and lecturers teaching the foundations of statistical algorithms."
―Ivan Křiv�, Zentralblatt MATH 1296

“… an invaluable resource on several levels. … For a student who wants to become a competent professional in data science, this monograph is an absolute must, with hard-to-find alternatives. For those who are established in the profession, it is a reference to a broad range of issues encountered in everyday practice. Liberally dispensed advice and insights will be particularly appreciated by the practically oriented reader.”
―Mathematical Reviews, June 2015

About the Author
Der Autor, Uwe Ligges, arbeitet am Lehrstuhl fA1/4r ComputergestA1/4tzte Statistik am Fachbereich der UniversitAt Dortmund. R Benutzern ist er u.a. bekannt als Editor der "R Help Desk" Kolumne von "R News," durch seine regelmAAigen und
zahlreichen Hilfeleistungen auf den Mailinglisten R-help und R-devel, als Autor des Pakets "scatterplot3d" und Entwickler der Schnittstelle "R-WinEdt," sowie als Maintainer der Windows-BinArversionen der auf CRAN erhAltlichen Pakete.

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[Y297.Ebook] Free Ebook Behind the Beautiful Forevers: Life, Death, and Hope in a Mumbai Undercity, by Katherine Boo

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In this brilliant, breathtaking book by Pulitzer Prize winner Katherine Boo, a bewildering age of global change and inequality is made human through the dramatic story of families striving toward a better life in Annawadi, a makeshift settlement in the shadow of luxury hotels near the Mumbai airport. As India starts to prosper, the residents of Annawadi are electric with hope. Abdul, an enterprising teenager, sees “a fortune beyond counting” in the recyclable garbage that richer people throw away. Meanwhile Asha, a woman of formidable ambition, has identified a shadier route to the middle class. With a little luck, her beautiful daughter, Annawadi’s “most-everything girl,” might become its first female college graduate. And even the poorest children, like the young thief Kalu, feel themselves inching closer to their dreams. But then Abdul is falsely accused in a shocking tragedy; terror and global recession rock the city; and suppressed tensions over religion, caste, sex, power, and economic envy turn brutal. With intelligence, humor, and deep insight into what connects people to one another in an era of tumultuous change, Behind the Beautiful Forevers, based on years of uncompromising reporting, carries the reader headlong into one of the twenty-first century’s hidden worlds—and into the hearts of families impossible to forget.
 
Winner of the National Book Award | The PEN/John Kenneth Galbraith Award | The Los Angeles Times Book Prize | The American Academy of Arts and Letters Award | The New York Public Library’s Helen Bernstein Book Award
 
NAMED ONE OF THE TEN BEST BOOKS OF THE YEAR BY
The New York Times • The Washington Post • O: The Oprah Magazine • USA Today • New York • The Miami Herald • San Francisco Chronicle • Newsday
 
NAMED ONE OF THE BEST BOOKS OF THE YEAR BY
The New Yorker • People • Entertainment Weekly • The Wall Street Journal • The Boston Globe • The Economist • Financial Times • Newsweek/The Daily Beast • Foreign Policy • The Seattle Times • The Nation • St. Louis Post-Dispatch • The Denver Post • Minneapolis Star Tribune • Salon • The Plain Dealer • The Week • Kansas City Star • Slate • Time Out New York • Publishers Weekly
 
NEW YORK TIMES BESTSELLER
 
“A book of extraordinary intelligence [and] humanity . . . beyond groundbreaking.”—Junot Díaz, The New York Times Book Review
 
“Reported like Watergate, written like Great Expectations, and handily the best international nonfiction in years.”—New York

“This book is both a tour de force of social justice reportage and a literary masterpiece.”—Judges’ Citation for the PEN/John Kenneth Galbraith Award
 
“[A] landmark book.”—The Wall Street Journal
 
“A triumph of a book.”—Amartya Sen
 
“There are books that change the way you feel and see; this is one of them.”—Adrian Nicole LeBlanc
 
“[A] stunning piece of narrative nonfiction . . . [Katherine] Boo’s prose is electric.”—O: The Oprah Magazine
 
“Inspiring, and irresistible . . . Boo’s extraordinary achievement is twofold. She shows us how people in the most desperate circumstances can find the resilience to hang on to their humanity. Just as important, she makes us care.”—People

• Sales Rank: #36711 in Books
• Brand: RANDOM HOUSE
• Published on: 2012-02-07
• Released on: 2012-02-07
• Original language: English
• Number of items: 1
• Dimensions: 9.52" h x 1.10" w x 6.54" l, 1.30 pounds
• Binding: Hardcover
• 256 pages

Features

• Large print edition

Amazon.com Review
Amazon Best Books of the Month, February 2012: Katherine Boo spent three years among the residents of the Annawadi slum, a sprawling, cockeyed settlement of more than 300 tin-roof huts and shacks in the shadow of Mumbai’s International Airport. From within this “sumpy plug of slum” Boo unearths stories both tragic and poignant--about residents’ efforts to raise families, earn a living, or simply survive. These unforgettable characters all nurture far-fetched dreams of a better life. As one boy tells his brother: “Everything around us is roses. And we’re like the s**t in between.” A New Yorker writer and recipient of a Pulitzer Prize and a MacArthur “Genius” grant, Boo’s writing is superb and the depth and courage of her reporting from this hidden world is astonishing. At times, it’s hard to believe this is nonfiction. --Neal Thompson

From Booklist
While the distance between rich and poor is growing in the U.S., the gap between the haves and have-nots in India is staggering to behold. This first book by a New Yorker staff writer (and Pulitzer Prize–winning reporter for the Washington Post) jolts the reader’s consciousness with the opposing realities of poverty and wealth in a searing visit to the Annawaldi settlement, a flimflam slum that has recently sprung up in the western suburbs of the gigantic city of Mumbai, perched tentatively along the modern highway leading to the airport and almost within a stone’s throw of new, luxurious hotels. We first meet Abdul, whose daily grind is to collect trash and sell it; in doing so, he has “lifted his large family above subsistence.” Boo takes us all around the community, introducing us to a slew of disadvantaged individuals who, nevertheless, draw on their inner strength to not only face the dreary day but also ponder a day to come that will, perhaps, be a little brighter. Sympathetic yet objective and eloquently rendered. --Brad Hooper

From Bookforum
Behind the Beautiful Forevers is a testimony to the transcendent power of reportorial humility. Across almost three-hundred pages in which there is scarcely a single false note, Boo has managed a task I would have thought impossible for a foreign journalist in a Mumbai slum: to merge her eyes almost completely with those of her characters. —Jonathan Shainin

Most helpful customer reviews

10 of 10 people found the following review helpful.
I'm an American and I've lived and worked in West ...
By Mark
I'm an American and I've lived and worked in West Africa for over 5 years (3 of them as a Peace Corps volunteer). I've found that it's incredibly challenging to peal away the cultural onion, especially in writing. It took me three years before I felt that I had a grasp on the rhythm and flow of the community I was living in, including the styles of communication (nonverbal communication, decoding indirectness), the practice of saving face, concepts of time, concepts of power, attitudes towards uncertainty, family life, the boundaries of friendship, decision-making when living in extreme poverty, etc. There is so much difference. You have to marinate in the difference to become aware of it, and then adopt the difference to understand it.

Katherine Boo is blessed with perception, awareness and understanding. I was blown away by her ability to capture the everyday judgements, intentions and attitudes of the residents of Annawadi and to provide an intimate looks into the oppression, corruption and abuse of poverty.

4 of 4 people found the following review helpful.
Enlightening, moving and inspiring
By Phil (not) in Magnolia
What a wonderful and enlightening book this is. The story is familiar - living in one of the slums of a large city in India - but it is timeless and still inspiring. A worthwhile reminder of how poverty is so widespread even as the large cities of India continue to develop and the middle class grows. The country is so large that any group is still going to consist of vast numbers of people, and I cannot imagine how many years it will take until the lower classes so well described in this book are able to rise to a more hopeful life.

It takes a while until the basis for the title of the book becomes clear. It turns out that the road alongside the airport, taking people from their arrivals and departures and leading to the modern hotels and relative wealth of the city, is lined with large signs, advertisements that say 'Beautiful Forever' as part of the products slogan, again and again. It is behind these road signs, erected not only to promote the product but also to block the view from the roadway to the slums, so that travelers and other more fortunates are not disturbed by such sights as they pass by.

I enjoyed this book as well as learned from it, insights into some of the day to day details of life for these people, and how they manage within their own sub societies to scrape out a living. Imagine, if you can, earning money by foraging through garbage for any small scraps of metal or plastic that could be of value and could be sold to recyclers or scrap agents, at best earning pennies each day and at times not having enough money for even the simplest meal. It is a life that is hard to imagine even when reading about it, but it exists and is very real to those who live there today and will continue to live in these circumstances for the foreseeable future.

18 of 19 people found the following review helpful.
An astonishing account of heartbreak, humanity and hope
By Dr Ali Binazir
[[VIDEOID:mo1HIOMSKXOQ323]]This is an astonishing book which I finished in two sittings. It's really three books in one:
-- It reads like a novel, even a thriller, not a book of nonfiction. Katherine Boo drops you into the action from the very first page: a diligent and principled boy escaping from the authorities for a crime he didn't commit. She gets you inside the head of the 16-year old garbage collector, his fears, his motivations, his rat-infested pile of trash which is his only hiding place. From there, she radiates out into the entire slum of Annawadi, into the minds of few dozen other characters from the 3000 families huddled around a sewage lake next to the gleaming Mumbai Airport and its luxury hotels.
-- It's an extraordinary feat of reporting. For the central event of the book, Boo does 168 interviews. Additionally, she digs up 3000 government documents (no mean feat in the Indian bureaucracy) and spends 4 years of being right there with these folks. As a result, you come to understand the interconnectedness of all the lives of these complex, talented, vibrant people: their ethnic, religious and caste strife; their dealings with systemic corruption wherever they go; and the wages of crushing poverty, how they adapt to it, how they hope to escape to a better life. The suffering is real and deep, yet somehow Katherine Boo conveys the heartbreak without being preachy or sentimental.
-- It's also a call to action. You cannot read this book without having it soften your heart, expand your circle of compassion, understand the global consequences of everything we do, and have greater gratitude for all the privileges many of us take for granted.

The writing is also fluidly beautiful. This book is one of the best I've read in any genre. Read it to understand life a little better.
-- Ali Binazir, M.D., M.Phil., Happiness Engineer

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This didactic book presents the main elements of acoustics, aeroacoustics and vibrations.

Illustrated with numerous concrete examples linked to solid and fluid continua, Acoustics, Aeroacoustics and Vibrations proposes a selection of applications encountered in the three fields, whether in room acoustics, transport, energy production systems or environmental problems. Theoretical approaches enable us to analyze the different processes in play. Typical results, mostly from numerical simulations, are used to illustrate the main phenomena (fluid acoustics, radiation, diffraction, vibroacoustics, etc.).

• Sales Rank: #960045 in Books
• Published on: 2016-02-15
• Original language: English
• Number of items: 1
• Dimensions: 9.50" h x 1.40" w x 6.40" l, .0 pounds
• Binding: Hardcover
• 528 pages

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• Published on: 1600
• Binding: Paperback

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[I310.Ebook] Ebook Download Ledger Notebook For Bookkeeping, by Speedy Publishing LLC

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• Sales Rank: #2761390 in Books
• Published on: 2015-04-07
• Original language: English
• Number of items: 1
• Dimensions: 11.00" h x .24" w x 8.50" l, .58 pounds
• Binding: Diary
• 106 pages

About the Author
At Speedy Publishing, we envision our company and publishing arm as being a premier publisher of quick-reference materials, useful reference books, fiction books in all sub-genres and creative non-fiction to both entertain and assist readers worldwide in reading a fun and exciting books and also accomplishing their educational and professional goals. We continually update our products, ensuring accuracy of information, making sure they are fun and entertaining. Our products are always available in whatever format our readers need.

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[B549.Ebook] Download Red Devils and Heroes: The Sinking of the Nerissa, by Kevin R. Paul M.D.

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Lieutenant Russell Paul sailed for Great Britain aboard the S.S. Nerissa during the early days of World War II, leaving his pregnant wife behind in Canada. One hundred miles from the Irish coast, the Nerissa was torpedoed and sunk by a German U-boat, the Red Devil. Over two hundred passengers and crew were killed, and the survivors spent a frigid night in the North Atlantic before being rescued. Lieutenant Paul remained in London for the duration of the War, surviving Nazi bombs and providing support for the Normandy invasion, before returning to Canada where he met his four year old son for the first time. Red Devils and Heroes is the story of the Nerissa. It is the story of the heroes who fought in the war, the heroes who remained at home, and the heroes who never made it home. It is the story of my grandfather, Russell Paul.

• Sales Rank: #3720813 in Books
• Published on: 2015-04-26
• Original language: English
• Dimensions: 9.00" h x .60" w x 6.00" l,
• Binding: Paperback
• 238 pages

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0 of 0 people found the following review helpful.
A well-written book - an episode in WWII largely forgotten until now.
By Amazon Customer
My uncle was a steward on the Nerissa and sadly one of the casualties. It was through family research that I learned about the Nerissa . The SS Nerissa was the only ship transporting Canadian troops to England in WWII to get torpedoed. Unfortunately, during the war much of the news was censored so it was left to survivors to tell their stories after the war. Lt. Russell Paul's journal starts the day he left on the train from Ontario, Canada, to the day he returned home after the war. His thoughts and dreams of his family play out like an intense human drama. Using Russell's journal, other survivor reports, official documents (British, Canadian and German), newspaper reports, and archival material, Kevin Paul poignantly reconstructs the panic, horror, confusion, and courage of an episode in the war that was largely forgotten until now. My sincere thanks to Kevin for writing this book. It's not only a tribute to his grandfather, but to all who sailed on the Nerissa on that fateful journey. A well-written book, I highly recommend it.

Ann Hentschel, Sarnia, Ontario, Canada.

0 of 0 people found the following review helpful.
Must-Read!
By EJ Parsons
I loved the book! Yes, the author took a few liberties, but as far as names of people, places, real events, and dates - they can be verified. The author took liberties with some of the small talk on the train, the boats, etc. He even includes real journal entries his grandfather wrote while in England. This is a true story about the author's grandfather's call to war during a very dangerous time to cross the Atlantic. German U boats were lying in wait to sink any boat which might be a help to the enemy. The story kept me on the edge of my seat most of the time, and had me sniffling back tears during some of it. Definitely worth a read!

0 of 0 people found the following review helpful.
Dr. Paul you are a hit!
By Clovetta M.
Awesome book. I have passed the book around to my mother and husband. They both enjoyed it. So real as if I was watching the events unfold. I'm so glad I got this while my mother was in Dr. Paul's care. Very good reading.

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