The Joy of Stats

The Joy of Stats

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  • Author: Roberta Garner
  • Publisher: University of Toronto Press
  • ISBN: 1442693592
  • Category : Social Science
  • Languages : en
  • Pages : 345

As a stand-alone text, a self-study manual, or a supplement to a lab manual or comprehensive text, The Joy of Stats is a unique and versatile resource. A "Math Refresher" section and self-assessment test offer a concise review of the needed math background. A "How-To?" section provides short, handy summaries of data analysis techniques and explains when to apply them. Each chapter offers key terms, numerous examples—including real-world data—practice exercises and answers, and verbal algorithms as well as formulas. The result is an unrivalled guide for students of social science as well as for practitioners and policy-makers. The second edition has been revised throughout and includes many new examples. A new companion website, garnerjoyofstats.com, features a data set covering close to 120 countries and 10 variables, student exercises, and a full suite of instructor support materials, including power points for lectures, lab guides, and a test bank. For more information visit www.garnerjoyofstats.com.


The Joy of Stats

The Joy of Stats

PDF The Joy of Stats Download

  • Author: Roberta Garner
  • Publisher: University of Toronto Press
  • ISBN: 1442601884
  • Category : Social Science
  • Languages : en
  • Pages : 345

"This is a great book for social science students. Clearly written, with many examples, Garner certainly makes learning and teaching introductory statistics a joy!" - Nikolaos Liodakis, Wilfrid Laurier University


The Joy of Statistics

The Joy of Statistics

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  • Author: Steve Selvin
  • Publisher: Oxford University Press, USA
  • ISBN: 019883344X
  • Category : Mathematics
  • Languages : en
  • Pages : 224

This book consists of 42 anecdotes illustrating how statistical methods applied to data produce insight and solutions to the questions that the data were collected to answer. Real-life and sometimes artificial data are used to demonstrate the painless method and magic of statistics. Statistical jokes, puzzles and folktales are scattered throughout.


The Art of Statistics

The Art of Statistics

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  • Author: David Spiegelhalter
  • Publisher: Penguin UK
  • ISBN: 0241258758
  • Category : Mathematics
  • Languages : en
  • Pages : 269

'A statistical national treasure' Jeremy Vine, BBC Radio 2 'Required reading for all politicians, journalists, medics and anyone who tries to influence people (or is influenced) by statistics. A tour de force' Popular Science Do busier hospitals have higher survival rates? How many trees are there on the planet? Why do old men have big ears? David Spiegelhalter reveals the answers to these and many other questions - questions that can only be addressed using statistical science. Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way statistical claims can be sensationalised, particularly in the media. In the age of big data, as data science becomes established as a discipline, a basic grasp of statistical literacy is more important than ever. In The Art of Statistics, David Spiegelhalter guides the reader through the essential principles we need in order to derive knowledge from data. Drawing on real world problems to introduce conceptual issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether serial killer Harold Shipman could have been caught earlier, and if screening for ovarian cancer is beneficial. 'Shines a light on how we can use the ever-growing deluge of data to improve our understanding of the world' Nature


Think Stats

Think Stats

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  • Author: Allen B. Downey
  • Publisher: "O'Reilly Media, Inc."
  • ISBN: 1449313108
  • Category : Computers
  • Languages : en
  • Pages : 137

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


All of Statistics

All of Statistics

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  • Author: Larry Wasserman
  • Publisher: Springer Science & Business Media
  • ISBN: 0387217363
  • Category : Mathematics
  • Languages : en
  • Pages : 446

Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like non-parametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.


Data Analysis with Open Source Tools

Data Analysis with Open Source Tools

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  • Author: Philipp K. Janert
  • Publisher: "O'Reilly Media, Inc."
  • ISBN: 9781449396657
  • Category : Computers
  • Languages : en
  • Pages : 540

Collecting data is relatively easy, but turning raw information into something useful requires that you know how to extract precisely what you need. With this insightful book, intermediate to experienced programmers interested in data analysis will learn techniques for working with data in a business environment. You'll learn how to look at data to discover what it contains, how to capture those ideas in conceptual models, and then feed your understanding back into the organization through business plans, metrics dashboards, and other applications. Along the way, you'll experiment with concepts through hands-on workshops at the end of each chapter. Above all, you'll learn how to think about the results you want to achieve -- rather than rely on tools to think for you. Use graphics to describe data with one, two, or dozens of variables Develop conceptual models using back-of-the-envelope calculations, as well asscaling and probability arguments Mine data with computationally intensive methods such as simulation and clustering Make your conclusions understandable through reports, dashboards, and other metrics programs Understand financial calculations, including the time-value of money Use dimensionality reduction techniques or predictive analytics to conquer challenging data analysis situations Become familiar with different open source programming environments for data analysis "Finally, a concise reference for understanding how to conquer piles of data."--Austin King, Senior Web Developer, Mozilla "An indispensable text for aspiring data scientists."--Michael E. Driscoll, CEO/Founder, Dataspora


Statistics for People Who (Think They) Hate Statistics

Statistics for People Who (Think They) Hate Statistics

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  • Author: Neil J. Salkind
  • Publisher: SAGE Publications
  • ISBN: 1483374106
  • Category : Social Science
  • Languages : en
  • Pages : 620

Based on Neil J. Salkind’s bestselling text, Statistics for People Who (Think They) Hate Statistics, this adapted Excel 2016 version presents an often intimidating and difficult subject in a way that is clear, informative, and personable. Researchers and students uncomfortable with the analysis portion of their work will appreciate the book′s unhurried pace and thorough, friendly presentation. Opening with an introduction to Excel 2016, including functions and formulas, this edition shows students how to install the Excel Data Analysis Tools option to access a host of useful analytical techniques and then walks them through various statistical procedures, beginning with correlations and graphical representation of data and ending with inferential techniques and analysis of variance. New to the Fourth Edition: A new chapter 20 dealing with large data sets using Excel functions and pivot tables, and illustrating how certain databases and other categories of functions and formulas can help make the data in big data sets easier to work with and the results more understandable. New chapter-ending exercises are included and contain a variety of levels of application. Additional TechTalks have been added to help students master Excel 2016. A new, chapter-ending Real World Stats feature shows readers how statistics is applied in the everyday world. Basic maths instruction and practice exercises for those who need to brush up on their math skills are included in the appendix.


We Feel Fine

We Feel Fine

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  • Author: Sep Kamvar
  • Publisher: Simon and Schuster
  • ISBN: 1439116830
  • Category : Psychology
  • Languages : en
  • Pages : 290

Armed with custom software that scours the English-speaking world's new Internet blog posts every minute, hunting down the phrases "I feel" and "I am feeling, " the authors have collected over 12 million feelings since 2005, amassing an ever-growing database of human emotion that adds more than 10,000 new feelings a day. Equal parts pop culture and psychology, computer science and conceptual art, sociology and storytelling, this is no ordinary book -- with thousands of authors from all over the world sharing their uncensored emotions, it is a radical experiment in mass authorship, merging the online and offline worlds to create an indispensable handbook for anyone interested in what it's like to be human.


The Joy of Missing Out

The Joy of Missing Out

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  • Author: Christina Crook
  • Publisher: New Society Publishers
  • ISBN: 1550925725
  • Category : Social Science
  • Languages : en
  • Pages : 226

After giving up the Internet for a month, a writer shares how we can all learn from her experience and rethink our relationship with the digital world. There’s no doubt that technology has overrun our lives. Over the past few decades, the world has embraced “progress” and we’re living with the resultant clicking, beeping, anxiety-inducing frenzy. But a creative backlash is gathering steam, helping us cope with the avalanche of data that threatens to overwhelm us daily through our computers, tablets, and smartphones. The Joy of Missing Out considers the technologically focused life, with its impacts on our children, relationships, communities, health, work, and more, and suggests opportunities for those of us longing to cultivate a richer on- and off-line existence. By examining the connected world through the lens of her own Internet fast, author Christina Crook creates a convincing case for increasing intentionality in our day-to-day lives. Using historical data, typewritten letters, chapter challenges, and personal accounts, she invites us to explore a new way of living, beyond our steady state of distracted “connectedness.” Most of us can’t throw away our smartphone or cut ourselves off from the Internet. But we can all rethink our relationship with the digital world, discovering new ways of introducing balance and discipline to the role of technology in our lives. This book is a must-read for anyone wishing to rediscover quietness of mind, and seeking a sense of peace amidst the cacophony of the modern world. Praise for The Joy of Missing Out “Crook’s book does a marvelous job of examining where we’ve gone awry and how we might begin to take ourselves and our lives back, while acknowledging the reality and importance of our wired world.” —Dr. Susan Biali, MD, Psychology Today “Offers thoughtful consideration of how online communications have evolved, as well as the value we place on being ever present in a digital world, often to the determinant of personal space and quiet time. Through practical examples and directions, Crook champions developing healthier habits for a more mindful online experience.” —Lori A. May, Portland Book Review