The Book of R

The Book of R PDF

Author: Tilman M. Davies

Publisher: No Starch Press

Published: 2016-07-16

Total Pages: 833

ISBN-13: 1593277792

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The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.

Red Rising

Red Rising PDF

Author: Pierce Brown

Publisher: Del Rey

Published: 2014-01-28

Total Pages: 414

ISBN-13: 0345539796

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NEW YORK TIMES BESTSELLER • Pierce Brown’s relentlessly entertaining debut channels the excitement of The Hunger Games by Suzanne Collins and Ender’s Game by Orson Scott Card. “Red Rising ascends above a crowded dys­topian field.”—USA Today ONE OF THE BEST BOOKS OF THE YEAR—Entertainment Weekly, BuzzFeed, Shelf Awareness “I live for the dream that my children will be born free,” she says. “That they will be what they like. That they will own the land their father gave them.” “I live for you,” I say sadly. Eo kisses my cheek. “Then you must live for more.” Darrow is a Red, a member of the lowest caste in the color-coded society of the future. Like his fellow Reds, he works all day, believing that he and his people are making the surface of Mars livable for future generations. Yet he toils willingly, trusting that his blood and sweat will one day result in a better world for his children. But Darrow and his kind have been betrayed. Soon he discovers that humanity reached the surface generations ago. Vast cities and lush wilds spread across the planet. Darrow—and Reds like him—are nothing more than slaves to a decadent ruling class. Inspired by a longing for justice, and driven by the memory of lost love, Darrow sacrifices everything to infiltrate the legendary Institute, a proving ground for the dominant Gold caste, where the next generation of humanity’s overlords struggle for power. He will be forced to compete for his life and the very future of civilization against the best and most brutal of Society’s ruling class. There, he will stop at nothing to bring down his enemies . . . even if it means he has to become one of them to do so. Praise for Red Rising “[A] spectacular adventure . . . one heart-pounding ride . . . Pierce Brown’s dizzyingly good debut novel evokes The Hunger Games, Lord of the Flies, and Ender’s Game. . . . [Red Rising] has everything it needs to become meteoric.”—Entertainment Weekly “Ender, Katniss, and now Darrow.”—Scott Sigler “Red Rising is a sophisticated vision. . . . Brown will find a devoted audience.”—Richmond Times-Dispatch Don’t miss any of Pierce Brown’s Red Rising Saga: RED RISING • GOLDEN SON • MORNING STAR • IRON GOLD • DARK AGE • LIGHT BRINGER

Chess Training for Post-beginners

Chess Training for Post-beginners PDF

Author: Yaroslav Srokovski

Publisher: New In Chess

Published: 2014-05-27

Total Pages: 256

ISBN-13: 9056915290

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After you have learned the rules of chess and developed some tactical abilities, how do you go from there? You are now ready to tackle basic issues of strategy, but what is the best way to improve and win more games? Of course, you have to train. But chess training only makes sense if it fits your level of play and if it is structured in an accessible way. Experienced chess trainer Yaroslav Srokovski has developed a practical, well-structured, compact first course in positional understanding. You will learn two fundamental skills: how to assess a position on the board and how to decide which long-term objectives you should aim for in what sort of positions. In 12 chapters Srokovksi teaches you things like: how to handle your pawns, what weak squares and strong squares are, bad pieces and good pieces, why it is important if your king is in the middle or not, why and how to get an open line, the problem of knight against bishop, what piece coordination means and why everyone talks about the bishop pair. This course, which includes many exercises, is tried and tested and ideally suited to bring post-beginners at their next level.

Winning Chess Strategies

Winning Chess Strategies PDF

Author: Yasser Seirawan

Publisher: Everyman Chess

Published: 2005-05-01

Total Pages: 405

ISBN-13: 1781944326

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Gain the advantage over your opponent with easy-to-remember strategies from one of the worlds top chess players! Strategy is the ultimate secret weapon for championship players around the world. Drawing on his considerable experience in tournament play, International Grandmaster Yasser Seirawan shows you how to apply flexible strategic principles to every part of your game. Using Seirawan's simple and effective planning and analysis techniques, you'll enter each game with confidence and energy, ready to play forcefully and intelligently the way you need to play so you can win every time! Learn to: Knock your opponent off balance with bold opening moves * Formulate an overall game strategy before the middle game * Interpret the motivation behind your opponents every move * Position yourself for a winning endgame * Diagrams throughout the book illustrate game positions, and you'll meet historys greatest chess strategieslearning from them move by move! Whether for reference during practice games or simply for pleasure reading,WINNING CHESS STRATEGIES is an information packed resource you'll turn to again and again

Advanced Calculus

Advanced Calculus PDF

Author: Lynn Harold Loomis

Publisher: World Scientific Publishing Company

Published: 2014-02-26

Total Pages: 596

ISBN-13: 9814583952

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An authorised reissue of the long out of print classic textbook, Advanced Calculus by the late Dr Lynn Loomis and Dr Shlomo Sternberg both of Harvard University has been a revered but hard to find textbook for the advanced calculus course for decades. This book is based on an honors course in advanced calculus that the authors gave in the 1960's. The foundational material, presented in the unstarred sections of Chapters 1 through 11, was normally covered, but different applications of this basic material were stressed from year to year, and the book therefore contains more material than was covered in any one year. It can accordingly be used (with omissions) as a text for a year's course in advanced calculus, or as a text for a three-semester introduction to analysis. The prerequisites are a good grounding in the calculus of one variable from a mathematically rigorous point of view, together with some acquaintance with linear algebra. The reader should be familiar with limit and continuity type arguments and have a certain amount of mathematical sophistication. As possible introductory texts, we mention Differential and Integral Calculus by R Courant, Calculus by T Apostol, Calculus by M Spivak, and Pure Mathematics by G Hardy. The reader should also have some experience with partial derivatives. In overall plan the book divides roughly into a first half which develops the calculus (principally the differential calculus) in the setting of normed vector spaces, and a second half which deals with the calculus of differentiable manifolds.

Deep Learning for Time Series Forecasting

Deep Learning for Time Series Forecasting PDF

Author: Jason Brownlee

Publisher: Machine Learning Mastery

Published: 2018-08-30

Total Pages: 572

ISBN-13:

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Deep learning methods offer a lot of promise for time series forecasting, such as the automatic learning of temporal dependence and the automatic handling of temporal structures like trends and seasonality. With clear explanations, standard Python libraries, and step-by-step tutorial lessons you’ll discover how to develop deep learning models for your own time series forecasting projects.

Modeling Financial Time Series with S-PLUS

Modeling Financial Time Series with S-PLUS PDF

Author: Eric Zivot

Publisher: Springer Science & Business Media

Published: 2013-11-11

Total Pages: 632

ISBN-13: 0387217630

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The field of financial econometrics has exploded over the last decade This book represents an integration of theory, methods, and examples using the S-PLUS statistical modeling language and the S+FinMetrics module to facilitate the practice of financial econometrics. This is the first book to show the power of S-PLUS for the analysis of time series data. It is written for researchers and practitioners in the finance industry, academic researchers in economics and finance, and advanced MBA and graduate students in economics and finance. Readers are assumed to have a basic knowledge of S-PLUS and a solid grounding in basic statistics and time series concepts. This Second Edition is updated to cover S+FinMetrics 2.0 and includes new chapters on copulas, nonlinear regime switching models, continuous-time financial models, generalized method of moments, semi-nonparametric conditional density models, and the efficient method of moments. Eric Zivot is an associate professor and Gary Waterman Distinguished Scholar in the Economics Department, and adjunct associate professor of finance in the Business School at the University of Washington. He regularly teaches courses on econometric theory, financial econometrics and time series econometrics, and is the recipient of the Henry T. Buechel Award for Outstanding Teaching. He is an associate editor of Studies in Nonlinear Dynamics and Econometrics. He has published papers in the leading econometrics journals, including Econometrica, Econometric Theory, the Journal of Business and Economic Statistics, Journal of Econometrics, and the Review of Economics and Statistics. Jiahui Wang is an employee of Ronin Capital LLC. He received a Ph.D. in Economics from the University of Washington in 1997. He has published in leading econometrics journals such as Econometrica and Journal of Business and Economic Statistics, and is the Principal Investigator of National Science Foundation SBIR grants. In 2002 Dr. Wang was selected as one of the "2000 Outstanding Scholars of the 21st Century" by International Biographical Centre.

R For Dummies

R For Dummies PDF

Author: Andrie de Vries

Publisher: John Wiley & Sons

Published: 2012-06-06

Total Pages: 470

ISBN-13: 1119963133

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Master the programming language of choice among statisticians and data analysts worldwide Coming to grips with R can be tough, even for seasoned statisticians and data analysts. Enter R For Dummies, the quick, easy way to master all the R you'll ever need. Requiring no prior programming experience and packed with practical examples, easy, step-by-step exercises, and sample code, this extremely accessible guide is the ideal introduction to R for complete beginners. It also covers many concepts that intermediate-level programmers will find extremely useful. Master your R ABCs ? get up to speed in no time with the basics, from installing and configuring R to writing simple scripts and performing simultaneous calculations on many variables Put data in its place ? get to know your way around lists, data frames, and other R data structures while learning to interact with other programs, such as Microsoft Excel Make data dance to your tune ? learn how to reshape and manipulate data, merge data sets, split and combine data, perform calculations on vectors and arrays, and much more Visualize it ? learn to use R's powerful data visualization features to create beautiful and informative graphical presentations of your data Get statistical ? find out how to do simple statistical analysis, summarize your variables, and conduct classic statistical tests, such as t-tests Expand and customize R ? get the lowdown on how to find, install, and make the most of add-on packages created by the global R community for a wide variety of purposes Open the book and find: Help downloading, installing, and configuring R Tips for getting data in and out of R Ways to use data frames and lists to organize data How to manipulate and process data Advice on fitting regression models and ANOVA Helpful hints for working with graphics How to code in R What R mailing lists and forums can do for you

The Way of Shadows

The Way of Shadows PDF

Author: Brent Weeks

Publisher: Orbit

Published: 2008-10-01

Total Pages: 535

ISBN-13: 0316040223

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From NYT bestselling author Brent Weeks comes the first novel in his breakout fantasy trilogy in which a young boy trains under the city's most legendary and feared assassin, Durzo Blint. For Durzo Blint, assassination is an art -- and he is the city's most accomplished artist. For Azoth, survival is precarious. Something you never take for granted. As a guild rat, he's grown up in the slums, and learned to judge people quickly -- and to take risks. Risks like apprenticing himself to Durzo Blint. But to be accepted, Azoth must turn his back on his old life and embrace a new identity and name. As Kylar Stern, he must learn to navigate the assassins' world of dangerous politics and strange magics -- and cultivate a flair for death.