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Author : Wayne Winston
Publisher :
ISBN 13 : 9781893281059
Total Pages : 0 pages
Book Rating : 4.2/5 (81 download)
Download or read book Learning Statistics with Stattools written by Wayne Winston and published by . This book was released on 2003-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : David M. Levine
Publisher : Pearson Education
ISBN 13 : 013287671X
Total Pages : 443 pages
Book Rating : 4.1/5 (328 download)
Download or read book Even You Can Learn Statistics written by David M. Levine and published by Pearson Education. This book was released on 2011-12-14 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: Even You Can Learn Statistics: A Guide for Everyone Who Has Ever Been Afraid of Statisticsi s a practical, up-to-date introduction to statistics—for everyone! Thought you couldn’t learn statistics? You can—and you will! One easy step at a time, this fully updated book teaches you all the statistical techniques you’ll need for finance, quality, marketing, the social sciences, or anything else! Simple jargon-free explanations help you understand every technique. Practical examples and worked-out problems give you hands-on practice. Special sections present detailed instructions for developing statistical answers, using spreadsheet programs or any TI-83/TI-84 compatible calculator. This edition delivers new examples, more detailed problems and sample solutions, plus an all-new chapter on powerful multiple regression techniques. Hate math? No sweat. You’ll be amazed at how little you need. Like math? Optional “Equation Blackboard” sections reveal the mathematical foundations of statistics right before your eyes! You’ll learn how to: • Construct and interpret statistical charts and tables with Excel or OpenOffice.org Calc 3 • Work with mean, median, mode, standard deviation, Z scores, skewness, and other descriptive statistics • Use probability and probability distributions • Work with sampling distributions and confidence intervals • Test hypotheses with Z, t, chi-square, ANOVA, and other techniques • Perform powerful regression analysis and modeling • Use multiple regression to develop models that contain several independent variables • Master specific statistical techniques for quality and Six Sigma programs About the Web Site Download practice files, templates, data sets, and sample spreadsheet models—including ready-to-use solutions for your own work! www.ftpress.com/youcanlearnstatistics2e
Author : Gareth James
Publisher : Springer Nature
ISBN 13 : 3031387473
Total Pages : 617 pages
Book Rating : 4.0/5 (313 download)
Download or read book An Introduction to Statistical Learning written by Gareth James and published by Springer Nature. This book was released on 2023-08-01 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 : Bruce B. Frey
Publisher : SAGE Publications
ISBN 13 : 1483318745
Total Pages : 121 pages
Book Rating : 4.4/5 (833 download)
Download or read book There's a Stat for That! written by Bruce B. Frey and published by SAGE Publications. This book was released on 2015-03-18 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bruce Frey’s There’s a Stat for That! is a brief, straightforward, and to-the-point guide to deciding which statistical analysis to use and when to use it. Designed for consultants, researchers, students, and those who already have the resources to tell them how to perform the analyses, this text explains why a particular statistical approach is the right one to use. The book affirms that regardless of the group design, once the variables are chosen and the measurement strategy is worked out, one can rest assured that there is a stat for that!
Author : Robert Andrews
Publisher : eBookIt.com
ISBN 13 : 145660323X
Total Pages : 148 pages
Book Rating : 4.4/5 (566 download)
Download or read book Understanding Statistics as a Language written by Robert Andrews and published by eBookIt.com. This book was released on 2011-05 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book has successfully taught introductory statistics to non-mathematicians who had previously failed two semester of statistics or had completed the courses with no idea of what they had done. It uses a statistical decision model that is easy to understand and apply. Each chapter leads the student through one stats test using Minitab. The book helps the student understand which stat to use and what the results mean to a business person.
Author : Ai Publishing
Publisher :
ISBN 13 : 9781734790160
Total Pages : 330 pages
Book Rating : 4.7/5 (91 download)
Download or read book Statistics Crash Course for Beginners written by Ai Publishing and published by . This book was released on 2020-11-11 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Frequentist and Bayesian Statistics Crash Course for Beginners Data and statistics are the core subjects of Machine Learning (ML). The reality is the average programmer may be tempted to view statistics with disinterest. But if you want to exploit the incredible power of Machine Learning, you need a thorough understanding of statistics. The reason is a Machine Learning professional develops intelligent and fast algorithms that learn from data. Frequentist and Bayesian Statistics Crash Course for Beginners presents you with an easy way of learning statistics fast. Contrary to popular belief, statistics is no longer the exclusive domain of math Ph.D.s. It's true that statistics deals with numbers and percentages. Hence, the subject can be very dry and boring. This book, however, transforms statistics into a fun subject. Frequentist and Bayesian statistics are two statistical techniques that interpret the concept of probability in different ways. Bayesian statistics was first introduced by Thomas Bayes in the 1770s. Bayesian statistics has been instrumental in the design of high-end algorithms that make accurate predictions. So even after 250 years, the interest in Bayesian statistics has not faded. In fact, it has accelerated tremendously. Frequentist Statistics is just as important as Bayesian Statistics. In the statistical universe, Frequentist Statistics is the most popular inferential technique. In fact, it's the first school of thought you come across when you enter the statistics world. How Is This Book Different? AI Publishing is completely sold on the learning by doing methodology. We have gone to great lengths to ensure you find learning statistics easy. The result: you will not get stuck along your learning journey. This is not a book full of complex mathematical concepts and difficult equations. You will find that the coverage of the theoretical aspects of statistics is proportionate to the practical aspects of the subject. The book makes the reading process easier by presenting you with three types of box-tags in different colors. They are: Requirements, Further Readings, and Hands-on Time. The final chapter presents two mini-projects to give you a better understanding of the concepts you studied in the previous eight chapters. The main feature is you get instant access to a treasure trove of all the related learning material when you buy this book. They include PDFs, Python codes, exercises, and references--on the publisher's website. You get access to all this learning material at no extra cost. You can also download the Machine Learning datasets used in this book at runtime. Alternatively, you can access them through the Resources/Datasets folder. The quick course on Python programming in the first chapter will be immensely helpful, especially if you are new to Python. Since you can access all the Python codes and datasets, a computer with the internet is sufficient to get started. The topics covered include: A Quick Introduction to Python for Statistics Starting with Probability Random Variables and Probability Distributions Descriptive Statistics: Measure of Central Tendency and Spread Exploratory Analysis: Data Visualization Statistical Inference Frequentist Inference Bayesian Inference Hands-on Projects Click the BUY NOW button and start your Statistics Learning journey.
Author : Robert Russell Johnson
Publisher :
ISBN 13 : 9780538496087
Total Pages : 0 pages
Book Rating : 4.4/5 (96 download)
Download or read book STAT written by Robert Russell Johnson and published by . This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Alan Agresti
Publisher :
ISBN 13 : 9781292164779
Total Pages : 816 pages
Book Rating : 4.1/5 (647 download)
Download or read book Statistics written by Alan Agresti and published by . This book was released on 2017-01-04 with total page 816 pages. Available in PDF, EPUB and Kindle. Book excerpt: For courses in introductory statistics. The Art and Science of Learning from Data Statistics: The Art and Science of Learning from Data, Fourth Edition, takes a conceptual approach, helping students understand what statistics is about and learning the right questions to ask when analyzing data, rather than just memorizing procedures. This book takes the ideas that have turned statistics into a central science in modern life and makes them accessible, without compromising the necessary rigor. Students will enjoy reading this book, and will stay engaged with its wide variety of real-world data in the examples and exercises. The authors believe that it's important for students to learn and analyze both quantitative and categorical data. As a result, the text pays greater attention to the analysis of proportions than many other introductory statistics texts. Concepts are introduced first with categorical data, and then with quantitative data. MyStatLab™ not included. Students, if MyStatLab is a recommended/mandatory component of the course, please ask your instructor for the correct ISBN and course ID. MyStatLab should only be purchased when required by an instructor. Instructors, contact your Pearson representative for more information. MyStatLab is an online homework, tutorial, and assessment product designed to personalize learning and improve results. With a wide range of interactive, engaging, and assignable activities, students are encouraged to actively learn and retain tough course concepts.
Author : Bharat Kwatra
Publisher :
ISBN 13 :
Total Pages : 418 pages
Book Rating : 4.6/5 (395 download)
Download or read book Pocket Statistics written by Bharat Kwatra and published by . This book was released on 2020-03-31 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you were about to learn statistics, what would your data say, and how would you interpret it?This learning and provocative question is at the core of the remarkable and easy learning book, Pocket Statistics. This book emerged from the data scientists working in different fields, designed to help people discover their statistical thinking, and then speak it out loud, developed by renowned scientist Bharat Kwatra.Provide all the data related professionals like Business, Researchers, and all other professionals with a clear and methodical approach to essential statistical procedures. The text clearly explains the basic concepts and procedures of descriptive and inferential statistical analysis. It features an emphasis on expressions involving sums of squares and degrees of freedom as well as a strong stress on the importance of variability.This accessible approach will help business professionals tackle such perennially mystifying topics as the standard deviation, variance interpretation of the correlation coefficient, hypothesis tests, degrees of freedom, p-values, and estimates of effect size.The book focuses equally on the theoretical as well as practical aspects of data science. You will learn how to implement elementary data science tools and algorithms from scratch. The book contains an in-depth theoretical and analytical explanation of all data science concepts.Pocket Statistics Provides an accessible overview of the field of statistical learning, an essential tools for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications.
Author : David Levine
Publisher : Pearson Business Analytics Series
ISBN 13 : 9780137654765
Total Pages : 400 pages
Book Rating : 4.6/5 (547 download)
Download or read book Even You Can Learn Statistics and Analytics written by David Levine and published by Pearson Business Analytics Series. This book was released on 2022-06-08 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now fully updated for "big data" analytics and the newest applications, Even You Can Learn Statistics and Analytics, Fourth Edition is the practical, up-to-date introduction to statistics an analytics--for everyone! One easy step at a time, you'll learn all the statistical techniques you'll need for finance, marketing, quality, science, social science, or anything else. Simple jargon-free explanations help you understand every technique, and realistic examples and worked problems give you all the hands-on practice you'll need. This edition contains more practical examples than ever--all updated for the newest versions of Microsoft Excel. You'll find downloadable practice files, templates, data sets, and sample models--including complete solutions you can put right to work in business, school, or anywhere else. Learn how to do all this, and more: Apply statistical techniques to analyze huge data sets and transform them into valuable knowledge Construct and interpret statistical charts and tables with Excel or OpenOffice.org Calc 3 Work with mean, median, mode, standard deviation, Z scores, skewness, and other descriptive statistics Use probability and probability distributions Work with sampling distributions and confidence intervals Test hypotheses with Z, t, chi-square, ANOVA, and other techniques Perform powerful regression analysis and modeling Use multiple regression to develop models that contain several independent variables Master specific statistical techniques for quality and Six Sigma programs Hate math? No sweat. You'll be amazed at how little you need. Like math? Optional "Equation Blackboard" sections reveal the mathematical foundations of statistics right before your eyes! Thought you couldn't learn statistics? You can--and you will!
Author : Ann R. Cannon
Publisher : Macmillan Higher Education
ISBN 13 : 1464148244
Total Pages : 639 pages
Book Rating : 4.4/5 (641 download)
Download or read book STAT 2 written by Ann R. Cannon and published by Macmillan Higher Education. This book was released on 2012-12-14 with total page 639 pages. Available in PDF, EPUB and Kindle. Book excerpt: STAT2 offers students who have taken AP Statistics or a typical introductory statistics college level course to learn more sophisticated concepts and the tools with which to apply them.
Author : Alan Graham
Publisher : Teach Yourself
ISBN 13 : 1473652014
Total Pages : 286 pages
Book Rating : 4.4/5 (736 download)
Download or read book Statistics: An Introduction: Teach Yourself written by Alan Graham and published by Teach Yourself. This book was released on 2017-04-06 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you need to gain confidence with handling numbers and formulae? Do you want a clear, step-by-step guide to the key concepts and principles of statistics? Nearly all aspects of our lives can be subject to statistical analysis. Statistics: An Introduction shows you how to interpret, analyze and present figures. Assuming minimal knowledge of maths and using examples from a wide variety of everyday contexts, this book makes often complex concepts and techniques easy to get to grips with. This new edition has been fully updated. Whether you want to understand the statistics that you are bombarded with every day or are a student or professional coming to statistics from a wide range of disciplines, Statistics: An Introduction covers it all.
Author : Chris Tsokos
Publisher :
ISBN 13 : 9780757592348
Total Pages : 884 pages
Book Rating : 4.5/5 (923 download)
Download or read book The Joy of Statistics written by Chris Tsokos and published by . This book was released on 2011-08-16 with total page 884 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Maureen Petkewich
Publisher : Prentice Hall
ISBN 13 : 9780136036159
Total Pages : 1084 pages
Book Rating : 4.0/5 (361 download)
Download or read book Statistics written by Maureen Petkewich and published by Prentice Hall. This book was released on 2008-04 with total page 1084 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains detailed tutorial instructions and worked out examples & exercises for TI-83+/84 Series Calculator, Minitab�, JMP�, StatCrunch, SPSS�, and Excel� (including PHStat, an Excel plug-in).
Author : Vaclav Brezina
Publisher : Cambridge University Press
ISBN 13 : 1107125707
Total Pages : 317 pages
Book Rating : 4.1/5 (71 download)
Download or read book Statistics in Corpus Linguistics written by Vaclav Brezina and published by Cambridge University Press. This book was released on 2018-09-20 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and accessible introduction to statistics in corpus linguistics, covering multiple techniques of quantitative language analysis and data visualisation.
Author : Sarah Boslaugh
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1449397816
Total Pages : 480 pages
Book Rating : 4.4/5 (493 download)
Download or read book Statistics in a Nutshell written by Sarah Boslaugh and published by "O'Reilly Media, Inc.". This book was released on 2008-07-25 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Need to learn statistics as part of your job, or want some help passing a statistics course? Statistics in a Nutshell is a clear and concise introduction and reference that's perfect for anyone with no previous background in the subject. This book gives you a solid understanding of statistics without being too simple, yet without the numbing complexity of most college texts. You get a firm grasp of the fundamentals and a hands-on understanding of how to apply them before moving on to the more advanced material that follows. Each chapter presents you with easy-to-follow descriptions illustrated by graphics, formulas, and plenty of solved examples. Before you know it, you'll learn to apply statistical reasoning and statistical techniques, from basic concepts of probability and hypothesis testing to multivariate analysis. Organized into four distinct sections, Statistics in a Nutshell offers you: Introductory material: Different ways to think about statistics Basic concepts of measurement and probability theory Data management for statistical analysis Research design and experimental design How to critique statistics presented by others Basic inferential statistics: Basic concepts of inferential statistics The concept of correlation, when it is and is not an appropriate measure of association Dichotomous and categorical data The distinction between parametric and nonparametric statistics Advanced inferential techniques: The General Linear Model Analysis of Variance (ANOVA) and MANOVA Multiple linear regression Specialized techniques: Business and quality improvement statistics Medical and public health statistics Educational and psychological statistics Unlike many introductory books on the subject, Statistics in a Nutshell doesn't omit important material in an effort to dumb it down. And this book is far more practical than most college texts, which tend to over-emphasize calculation without teaching you when and how to apply different statistical tests. With Statistics in a Nutshell, you learn how to perform most common statistical analyses, and understand statistical techniques presented in research articles. If you need to know how to use a wide range of statistical techniques without getting in over your head, this is the book you want.
Author : Rhys Jones
Publisher : SAGE Publications Limited
ISBN 13 : 1529678137
Total Pages : 172 pages
Book Rating : 4.5/5 (296 download)
Download or read book Statistical Literacy written by Rhys Jones and published by SAGE Publications Limited. This book was released on 2024-04-13 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an increasingly data-centric world, we all need to know how to read and interpret statistics. But where do we begin? This book breaks statistical terms and concepts down in a clear, straightforward way. From understanding what data are telling you to exploring the value of good storytelling with numbers, it equips you with the information and skills you need to become statistically literate. It also: Dispels misconceptions about the nature of statistics to help you avoid common traps. Helps you put your learning into practice with over 60 Tasks and Develop Your Skills activities. Draws on real-world research to demonstrate the messiness of data – and show you a path through it. Approachable and down to earth, this guide is aimed at undergraduates across the social sciences, psychology, business and beyond who want to engage confidently with quantitative methods or statistics. It forms a reassuring aid for anyone looking to understand the foundations of statistics before their course advances, or as a refresher on key content.
