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Author : Barbara Illowsky,Susan Dean
Publisher : Unknown
Page : 0 pages
File Size : 46,9 Mb
Release : 2023-12-14
Category : Business & Economics
ISBN : 1998295478

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Introductory Statistics 2e (hardcover, Full Color) by Barbara Illowsky,Susan Dean Pdf

Book Publication Date: Dec 13, 2023. Full color. Introductory Statistics 2e provides an engaging, practical, and thorough overview of the core concepts and skills taught in most one-semester statistics courses. The text focuses on diverse applications from a variety of fields and societal contexts, including business, healthcare, sciences, sociology, political science, computing, and several others. The material supports students with conceptual narratives, detailed step-by-step examples, and a wealth of illustrations, as well as collaborative exercises, technology integration problems, and statistics labs. The text assumes some knowledge of intermediate algebra, and includes thousands of problems and exercises that offer instructors and students ample opportunity to explore and reinforce useful statistical skills.

Author : David M Lane
Publisher : Unknown
Page : 406 pages
File Size : 52,7 Mb
Release : 2014-12-02
Category : Electronic
ISBN : 1687894256

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Online Statistics Education by David M Lane Pdf

Online Statistics: An Interactive Multimedia Course of Study is a resource for learning and teaching introductory statistics. It contains material presented in textbook format and as video presentations. This resource features interactive demonstrations and simulations, case studies, and an analysis lab.This print edition of the public domain textbook gives the student an opportunity to own a physical copy to help enhance their educational experience. This part I features the book Front Matter, Chapters 1-10, and the full Glossary. Chapters Include:: I. Introduction, II. Graphing Distributions, III. Summarizing Distributions, IV. Describing Bivariate Data, V. Probability, VI. Research Design, VII. Normal Distributions, VIII. Advanced Graphs, IX. Sampling Distributions, and X. Estimation. Online Statistics Education: A Multimedia Course of Study (http: //onlinestatbook.com/). Project Leader: David M. Lane, Rice University.

Author : David Diez,Mine Çetinkaya-Rundel,Christopher Barr
Publisher : Unknown
Page : 422 pages
File Size : 43,9 Mb
Release : 2019-05
Category : Electronic
ISBN : 1943450137

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OpenIntro Statistics by David Diez,Mine Çetinkaya-Rundel,Christopher Barr Pdf

Author : Allen B. Downey
Publisher : "O'Reilly Media, Inc."
Page : 226 pages
File Size : 47,9 Mb
Release : 2014-10-16
Category : Computers
ISBN : 9781491907368

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Think Stats by Allen B. Downey Pdf

If you know how to program, you have the skills to turn data into knowledge, using tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python. By working with a single case study throughout this thoroughly revised book, you’ll learn the entire process of exploratory data analysis—from collecting data and generating statistics to identifying patterns and testing hypotheses. You’ll explore distributions, rules of probability, visualization, and many other tools and concepts. New chapters on regression, time series analysis, survival analysis, and analytic methods will enrich your discoveries. Develop an understanding of probability and statistics by writing and testing code Run experiments to test statistical behavior, such as generating samples from several distributions Use simulations to understand concepts that are hard to grasp mathematically Import data from most sources with Python, rather than rely on data that’s cleaned and formatted for statistics tools Use statistical inference to answer questions about real-world data

Author : Allen B. Downey
Publisher : "O'Reilly Media, Inc."
Page : 137 pages
File Size : 55,7 Mb
Release : 2011-07-01
Category : Computers
ISBN : 9781449313104

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Think Stats by Allen B. Downey Pdf

If you know how to program, you have the skills to turn data into knowledge using the tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python. You'll work with a case study throughout the book to help you learn the entire data analysis process—from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts. Develop your understanding of probability and statistics by writing and testing code Run experiments to test statistical behavior, such as generating samples from several distributions Use simulations to understand concepts that are hard to grasp mathematically Learn topics not usually covered in an introductory course, such as Bayesian estimation Import data from almost any source using Python, rather than be limited to data that has been cleaned and formatted for statistics tools Use statistical inference to answer questions about real-world data

Author : Joseph K. Blitzstein,Jessica Hwang
Publisher : CRC Press
Page : 599 pages
File Size : 53,8 Mb
Release : 2014-07-24
Category : Mathematics
ISBN : 9781466575578

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Introduction to Probability by Joseph K. Blitzstein,Jessica Hwang Pdf

Developed from celebrated Harvard statistics lectures, Introduction to Probability provides essential language and tools for understanding statistics, randomness, and uncertainty. The book explores a wide variety of applications and examples, ranging from coincidences and paradoxes to Google PageRank and Markov chain Monte Carlo (MCMC). Additional application areas explored include genetics, medicine, computer science, and information theory. The print book version includes a code that provides free access to an eBook version. The authors present the material in an accessible style and motivate concepts using real-world examples. Throughout, they use stories to uncover connections between the fundamental distributions in statistics and conditioning to reduce complicated problems to manageable pieces. The book includes many intuitive explanations, diagrams, and practice problems. Each chapter ends with a section showing how to perform relevant simulations and calculations in R, a free statistical software environment.

Author : Darrell Huff
Publisher : W. W. Norton & Company
Page : 144 pages
File Size : 51,6 Mb
Release : 2010-12-07
Category : Mathematics
ISBN : 9780393070873

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How to Lie with Statistics by Darrell Huff Pdf

If you want to outsmart a crook, learn his tricks—Darrell Huff explains exactly how in the classic How to Lie with Statistics. From distorted graphs and biased samples to misleading averages, there are countless statistical dodges that lend cover to anyone with an ax to grind or a product to sell. With abundant examples and illustrations, Darrell Huff’s lively and engaging primer clarifies the basic principles of statistics and explains how they’re used to present information in honest and not-so-honest ways. Now even more indispensable in our data-driven world than it was when first published, How to Lie with Statistics is the book that generations of readers have relied on to keep from being fooled.

Author : Gareth James,Daniela Witten,Trevor Hastie,Robert Tibshirani,Jonathan Taylor
Publisher : Springer Nature
Page : 617 pages
File Size : 54,9 Mb
Release : 2023-08-01
Category : Mathematics
ISBN : 9783031387470

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An Introduction to Statistical Learning by Gareth James,Daniela Witten,Trevor Hastie,Robert Tibshirani,Jonathan Taylor Pdf

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.

Author : Monique W. Morris
Publisher : New Press, The
Page : 240 pages
File Size : 48,5 Mb
Release : 2014-01-28
Category : Social Science
ISBN : 9781595589262

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Black Stats by Monique W. Morris Pdf

Black Stats—a comprehensive guide filled with contemporary facts and figures on African Americans—is an essential reference for anyone attempting to fathom the complex state of our nation. With fascinating and often surprising information on everything from incarceration rates, lending practices, and the arts to marriage, voting habits, and green jobs, the contextualized material in this book will better attune readers to telling trends while challenging commonly held, yet often misguided, perceptions. A compilation that at once highlights measures of incredible progress and enumerates the disparate impacts of social policies and practices, this book is a critical tool for advocates, educators, and policy makers. Black Stats offers indispensable information that is sure to enlighten discussions and provoke debates about the quality of Black life in the United States today—and help chart the path to a better future. There are less than a quarter-million Black public school teachers in the U.S.—representing just 7 percent of all teachers in public schools. Approximately half of the Black population in the United States lives in neighborhoods that have no White residents. In the five years before the Great Recession, the number of Black-owned businesses in the United States increased by 61 percent. A 2010 study found that 41 percent of Black youth feel that rap music videos should be more political. There are no Black owners or presidents of an NFL franchise team. 78 percent of Black Americans live within 30 miles of a coal-fired power plant, compared with 56 percent of White Americans.

Author : Alexander Holmes,Susan Dean,Barbara Illowsky
Publisher : Unknown
Page : 0 pages
File Size : 50,7 Mb
Release : 2023-06-30
Category : Electronic
ISBN : 1998109496

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Introductory Business Statistics (hardcover, Full Color) by Alexander Holmes,Susan Dean,Barbara Illowsky Pdf

Printed in color. Introductory Business Statistics is designed to meet the scope and sequence requirements of the one-semester statistics course for business, economics, and related majors. Core statistical concepts and skills have been augmented with practical business examples, scenarios, and exercises. The result is a meaningful understanding of the discipline, which will serve students in their business careers and real-world experiences.

Author : Larry Gonick
Publisher : Harper Collins
Page : 242 pages
File Size : 44,8 Mb
Release : 1993-07-14
Category : Study Aids
ISBN : 9780062731029

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Cartoon Guide to Statistics by Larry Gonick Pdf

If you have ever looked for P-values by shopping at P mart, tried to watch the Bernoulli Trails on "People's Court," or think that the standard deviation is a criminal offense in six states, then you need The Cartoon Guide to Statistics to put you on the road to statistical literacy. The Cartoon Guide to Statistics covers all the central ideas of modern statistics: the summary and display of data, probability in gambling and medicine, random variables, Bernoulli Trails, the Central Limit Theorem, hypothesis testing, confidence interval estimation, and much more—all explained in simple, clear, and yes, funny illustrations. Never again will you order the Poisson Distribution in a French restaurant!

Author : Alex Reinhart
Publisher : No Starch Press
Page : 177 pages
File Size : 43,8 Mb
Release : 2015-03-01
Category : Mathematics
ISBN : 9781593276201

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Statistics Done Wrong by Alex Reinhart Pdf

Scientific progress depends on good research, and good research needs good statistics. But statistical analysis is tricky to get right, even for the best and brightest of us. You'd be surprised how many scientists are doing it wrong. Statistics Done Wrong is a pithy, essential guide to statistical blunders in modern science that will show you how to keep your research blunder-free. You'll examine embarrassing errors and omissions in recent research, learn about the misconceptions and scientific politics that allow these mistakes to happen, and begin your quest to reform the way you and your peers do statistics. You'll find advice on: –Asking the right question, designing the right experiment, choosing the right statistical analysis, and sticking to the plan –How to think about p values, significance, insignificance, confidence intervals, and regression –Choosing the right sample size and avoiding false positives –Reporting your analysis and publishing your data and source code –Procedures to follow, precautions to take, and analytical software that can help Scientists: Read this concise, powerful guide to help you produce statistically sound research. Statisticians: Give this book to everyone you know. The first step toward statistics done right is Statistics Done Wrong.

Author : Stanley Rothman
Publisher : JHU Press
Page : 587 pages
File Size : 54,7 Mb
Release : 2012-11-01
Category : Mathematics
ISBN : 9781421408675

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Sandlot Stats by Stanley Rothman Pdf

Sandlot Stats uses the national pastime to help students who love baseball learn—and enjoy—statistics. As Derek Jeter strolls toward the plate, the announcer tosses out a smattering of statistics—from hitting streaks to batting averages. But what do the numbers mean? And how can America’s favorite pastime be a model for learning about statistics? Sandlot Stats is an innovative textbook that explains the mathematical underpinnings of baseball so that students can understand the world of statistics and probability. Carefully illustrated and filled with exercises and examples, this book teaches the fundamentals of probability and statistics through the feats of baseball legends such as Hank Aaron, Joe DiMaggio, and Ted Williams—and more recent players such as Barry Bonds, Albert Pujols, and Alex Rodriguez. Exercises require only pen-and-paper or Microsoft Excel to perform the analyses. Sandlot Stats covers all the bases, including • descriptive and inferential statistics • linear regression and correlation • probability • sports betting • probability distribution functions • sampling distributions • hypothesis testing • confidence intervals • chi-square distribution Sandlot Stats offers information covered in most introductory statistics books, yet is peppered with interesting facts from the history of baseball to enhance the interest of the student and make learning fun.

Author : David I Warton
Publisher : Springer Nature
Page : 434 pages
File Size : 48,5 Mb
Release : 2022-08-10
Category : Mathematics
ISBN : 9783030884437

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Eco-Stats: Data Analysis in Ecology by David I Warton Pdf

This book introduces ecologists to the wonderful world of modern tools for data analysis, especially multivariate analysis. For biologists with relatively little prior knowledge of statistics, it introduces a modern, advanced approach to data analysis in an intuitive and accessible way. The book begins by reviewing some core principles in statistics, and relates common methods to the linear model, a general framework for modeling data where the response is continuous. This is then extended to discrete data using generalized linear models, to designs with multiple sampling levels via mixed models, and to situations where there are multiple response variables via model-based approaches to multivariate analysis. Along the way there is an introduction to: important principles in model selection; adaptations of the model to handle non-linearity and cyclical variables; dependence due to structured correlation in time, space or phylogeny; and design-based techniques for inference that can relax some of the modelling assumptions. It concludes with a range of advanced topics in model-based multivariate analysis relevant to the modern ecologist, including fourth corner, latent variable and copula models. Examples span a variety of applications including environmental monitoring, species distribution modeling, global-scale surveys of plant traits, and small field experiments on biological controls. Math Boxes throughout the book explain some of the core ideas mathematically for readers who want to delve deeper, and R code is used throughout. Accompanying code, data, and solutions to exercises can be found in the ecostats R package on CRAN.

Author : Stats Canada
Publisher : Penguin Canada
Page : 288 pages
File Size : 52,5 Mb
Release : 2013-10-29
Category : Humor
ISBN : 9780143190332

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Stats Canada by Stats Canada Pdf

Canadians everywhere have been deeply confused by the irresponsible and wildly inaccurate data tweeted by Stats Canada since July 2012. While outrageously false, these hilarious “facts” unearth deep truths about Canadians and their culture. For the over 200,000 people already following on Twitter, @stats_canada is a daily source of the funniest Canadian parody. Now, in their first book, Stats Canada satirizes everything from history, culture, and language to sports, entertainment, politics, weather, and much more. With all-new features, graphs, maps, and other illustrations, Stats Canada has all the laughter you’ve come to expect, with only 10% recycled content! 35% of advice given in any Home Hardware does not come from an actual employee 67% of Canadians own summer snow pants 32% of Canadians can’t spell “tuque” but own at least four 56% of Manitobans are convinced they’ve travelled to the future when visiting other provinces 79% of Canadian teens don’t want to wear their winter coat, it’s not even that cold out 100% of Canadian hockey players give it 110% every game 65% of Canadian Instagram accounts include an artsy photo of a Tim Hortons cup Disclaimer: The official Statistics Canada has taken no issue with the content of this book. They were too polite to object.