U Can Statistics For Dummies

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U Can: Statistics For Dummies

Author : Deborah J. Rumsey
Publisher : John Wiley & Sons
ISBN 13 : 1119084857
Total Pages : 530 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis U Can: Statistics For Dummies by : Deborah J. Rumsey

Download or read book U Can: Statistics For Dummies written by Deborah J. Rumsey and published by John Wiley & Sons. This book was released on 2015-08-03 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make studying statistics simple with this easy-to-read resource Wouldn't it be wonderful if studying statistics were easier? With U Can: Statistics I For Dummies, it is! This one-stop resource combines lessons, practical examples, study questions, and online practice problems to provide you with the ultimate guide to help you score higher in your statistics course. Foundational statistics skills are a must for students of many disciplines, and leveraging study materials such as this one to supplement your statistics course can be a life-saver. Because U Can: Statistics I For Dummies contains both the lessons you need to learn and the practice problems you need to put the concepts into action, you'll breeze through your scheduled study time. Statistics is all about collecting and interpreting data, and is applicable in a wide range of subject areas—which translates into its popularity among students studying in diverse programs. So, if you feel a bit unsure in class, rest assured that there is an easy way to help you grasp the nuances of statistics! Understand statistical ideas, techniques, formulas, and calculations Interpret and critique graphs and charts, determine probability, and work with confidence intervals Critique and analyze data from polls and experiments Combine learning and applying your new knowledge with practical examples, practice problems, and expanded online resources U Can: Statistics I For Dummies contains everything you need to score higher in your fundamental statistics course!

Statistics II For Dummies

Author : Deborah J. Rumsey
Publisher : John Wiley & Sons
ISBN 13 : 1119827396
Total Pages : 450 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Statistics II For Dummies by : Deborah J. Rumsey

Download or read book Statistics II For Dummies written by Deborah J. Rumsey and published by John Wiley & Sons. This book was released on 2021-11-09 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continue your statistics journey with this all-encompassing reference Completed Statistics through standard deviations, confidence intervals, and hypothesis testing? Then you’re ready for the next step: Statistics II. And there’s no better way to tackle this challenging subject than with Statistics II For Dummies! Get a brief overview of Statistics I in case you need to brush up on earlier topics, and then dive into a full explanation of all Statistic II concepts, including multiple regression, analysis of variance (ANOVA), Chi-square tests, nonparametric procedures, and analyzing large data sets. By the end of the book, you’ll know how to use all the statistics tools together to create a great story about your data. For each Statistics II technique in the book, you get an overview of when and why it’s used, how to know when you need it, step-by-step directions on how to do it, and tips and tricks for working through the solution. You also find: What makes each technique distinct and what the results say How to apply techniques in real life An interpretation of the computer output for data analysis purposes Instructions for using Minitab to work through many of the calculations Practice with a lot of examples With Statistics II For Dummies, you will find even more techniques to analyze a set of data. Get a head start on your Statistics II class, or use this in conjunction with your textbook to help you thrive in statistics!

Intermediate Statistics For Dummies

Author : Deborah J. Rumsey
Publisher : John Wiley & Sons
ISBN 13 : 0470147741
Total Pages : 386 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Intermediate Statistics For Dummies by : Deborah J. Rumsey

Download or read book Intermediate Statistics For Dummies written by Deborah J. Rumsey and published by John Wiley & Sons. This book was released on 2007-02-26 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Need to know how to build and test models based on data? Intermediate Statistics For Dummies gives you the knowledge to estimate, investigate, correlate, and congregate certain variables based on the information at hand. The techniques you’ll learn in this book are the same techniques used by professionals in medical and scientific fields. Picking up right where Statistics For Dummies left off, this straightforward, easy-to-follow book guides you beyond Central Limit Theorem and hypothesis tests and immerses you in flavors of regression, ANOVA, and nonparametric procedures. Unlike regular statistics books, this guide provides full explanations of intermediate statistical ideas; computer input dissection; an extensive number of examples, tips, strategies, and warnings; and clear, concise step-by-step procedures—all in a language you can understand. You’ll soon discover how to: Analyze data and base models off of your data Make predictions using regression Compare many means with ANOVA Test models using Chi-square Dealing with abnormal data In addition, this book includes a list of wrong statistical conclusions and common questions that professors ask using computer output. This book also adopts a nonlinear approach, making it possible to skip to the information you need without having to read previous chapters. With Intermediate Statistics For Dummies, you’ll have all the tools you need to make important decisions in all types of professional areas—from biology and engineering to business and politics!

Statistics For Dummies

Author : Deborah J. Rumsey
Publisher : John Wiley & Sons
ISBN 13 : 1119297516
Total Pages : 416 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Statistics For Dummies by : Deborah J. Rumsey

Download or read book Statistics For Dummies written by Deborah J. Rumsey and published by John Wiley & Sons. This book was released on 2016-05-19 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics For Dummies, 2nd Edition (9781119293521) was previously published as Statistics For Dummies, 2nd Edition (9780470911082). While this version features a new Dummies cover and design, the content is the same as the prior release and should not be considered a new or updated product. The fun and easy way to get down to business with statistics Stymied by statistics? No fear? this friendly guide offers clear, practical explanations of statistical ideas, techniques, formulas, and calculations, with lots of examples that show you how these concepts apply to your everyday life. Statistics For Dummies shows you how to interpret and critique graphs and charts, determine the odds with probability, guesstimate with confidence using confidence intervals, set up and carry out a hypothesis test, compute statistical formulas, and more. Tracks to a typical first semester statistics course Updated examples resonate with today's students Explanations mirror teaching methods and classroom protocol Packed with practical advice and real-world problems, Statistics For Dummies gives you everything you need to analyze and interpret data for improved classroom or on-the-job performance.

U Can: Statistics For Dummies

Author : Deborah J. Rumsey
Publisher : John Wiley & Sons
ISBN 13 : 1119084849
Total Pages : 530 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis U Can: Statistics For Dummies by : Deborah J. Rumsey

Download or read book U Can: Statistics For Dummies written by Deborah J. Rumsey and published by John Wiley & Sons. This book was released on 2015-07-08 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make studying statistics simple with this easy-to-read resource Wouldn't it be wonderful if studying statistics were easier? With U Can: Statistics I For Dummies, it is! This one-stop resource combines lessons, practical examples, study questions, and online practice problems to provide you with the ultimate guide to help you score higher in your statistics course. Foundational statistics skills are a must for students of many disciplines, and leveraging study materials such as this one to supplement your statistics course can be a life-saver. Because U Can: Statistics I For Dummies contains both the lessons you need to learn and the practice problems you need to put the concepts into action, you'll breeze through your scheduled study time. Statistics is all about collecting and interpreting data, and is applicable in a wide range of subject areas—which translates into its popularity among students studying in diverse programs. So, if you feel a bit unsure in class, rest assured that there is an easy way to help you grasp the nuances of statistics! Understand statistical ideas, techniques, formulas, and calculations Interpret and critique graphs and charts, determine probability, and work with confidence intervals Critique and analyze data from polls and experiments Combine learning and applying your new knowledge with practical examples, practice problems, and expanded online resources U Can: Statistics I For Dummies contains everything you need to score higher in your fundamental statistics course!

Statistics For Dummies

Author : Deborah J. Rumsey
Publisher : John Wiley & Sons
ISBN 13 : 1118012062
Total Pages : 464 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Statistics For Dummies by : Deborah J. Rumsey

Download or read book Statistics For Dummies written by Deborah J. Rumsey and published by John Wiley & Sons. This book was released on 2011-04-12 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics For Dummies, 2nd Edition (9780470911082) is now being published as Statistics For Dummies, 2nd Edition (9781119293521). While this version features an older Dummies cover and design, the content is the same as the new release and should not be considered a different product. The fun and easy way to get down to business with statistics Stymied by statistics? No fear ? this friendly guide offers clear, practical explanations of statistical ideas, techniques, formulas, and calculations, with lots of examples that show you how these concepts apply to your everyday life. Statistics For Dummies shows you how to interpret and critique graphs and charts, determine the odds with probability, guesstimate with confidence using confidence intervals, set up and carry out a hypothesis test, compute statistical formulas, and more. Tracks to a typical first semester statistics course Updated examples resonate with today's students Explanations mirror teaching methods and classroom protocol Packed with practical advice and real-world problems, Statistics For Dummies gives you everything you need to analyze and interpret data for improved classroom or on-the-job performance.

Statistics Essentials For Dummies

Author : Deborah J. Rumsey
Publisher : John Wiley & Sons
ISBN 13 : 111959023X
Total Pages : 167 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Statistics Essentials For Dummies by : Deborah J. Rumsey

Download or read book Statistics Essentials For Dummies written by Deborah J. Rumsey and published by John Wiley & Sons. This book was released on 2019-04-24 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics Essentials For Dummies (9781119590309) was previously published as Statistics Essentials For Dummies (9780470618394). While this version features a new Dummies cover and design, the content is the same as the prior release and should not be considered a new or updated product. Statistics Essentials For Dummies not only provides students enrolled in Statistics I with an excellent high-level overview of key concepts, but it also serves as a reference or refresher for students in upper-level statistics courses. Free of review and ramp-up material, Statistics Essentials For Dummies sticks to the point, with content focused on key course topics only. It provides discrete explanations of essential concepts taught in a typical first semester college-level statistics course, from odds and error margins to confidence intervals and conclusions. This guide is also a perfect reference for parents who need to review critical statistics concepts as they help high school students with homework assignments, as well as for adult learners headed back into the classroom who just need a refresher of the core concepts. The Essentials For Dummies Series Dummies is proud to present our new series, The Essentials For Dummies. Now students who are prepping for exams, preparing to study new material, or who just need a refresher can have a concise, easy-to-understand review guide that covers an entire course by concentrating solely on the most important concepts. From algebra and chemistry to grammar and Spanish, our expert authors focus on the skills students most need to succeed in a subject.

Statistics For Dummies Education Bundle

Author : Deborah J. Rumsey
Publisher : For Dummies
ISBN 13 : 9780470537039
Total Pages : 0 pages
Book Rating : 4.5/5 (37 download)

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Book Synopsis Statistics For Dummies Education Bundle by : Deborah J. Rumsey

Download or read book Statistics For Dummies Education Bundle written by Deborah J. Rumsey and published by For Dummies. This book was released on 2009-06-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the numbers explosion all around us in our modern-day dealings, the buzzword is “data,” as in, “Do you have any data to support your claim?” “The data supported the original hypothesis that…” and “The data bear this out….” But the field of statistics is not just about data. Statistics is the entire process involved in gathering evidence to answer questions about the world, in cases where that evidence happens to be numerical data. Statistics For Dummies is for everyone who wants to sort through and evaluate the incredible amount of statistical information that comes to them on a daily basis. (You know the stuff: charts, graphs, tables, as well as headlines that talk about the results of the latest poll, survey, experiment, or other scientific study.) This book arms you with the ability to decipher and make important decisions about statistical results, being ever aware of the ways in which people can mislead you with statistics. Get the inside scoop on number-crunching nuances, plus insight into how you can… Determine the odds Calculate a standard score Find the margin of error Recognize the impact of polls Establish criteria for a good survey Make informed decisions about experiments This down-to-earth reference is chock-full of real examples from real sources that are relevant to your everyday life, from the latest medical breakthroughs, crime studies, and population trends to surveys on Internet dating, cell phone use, and the worst cars of the millennium. Statistics For Dummies departs from traditional statistics texts, references, supplement books, and study guides in the following ways: Practical and intuitive explanations of statistical concepts, ideas, techniques, formulas, and calculations Clear and concise step-by-step procedures that intuitively explain how to work through statistics problems Upfront and honest answers to your questions like, “What does this really mean?” and “When and how I will ever use this? Chances are, Statistics For Dummies will be your number one resource for discovering how numerical data figures into your corner of the universe. Still having trouble? Then even the odds by charting a course through Statistics Workbook For Dummies, which offers 270+ pages with hundreds of practice problems featuring ample workspace to work out the problems. Each problem includes a step-by-step answer set to identify where you went wrong (or right). By the time you finish reading Statistics For Dummies and working through all the problems, probability won’t have a chance against you! AUTHOR BIO: Deborah Rumsey is the Director of the Mathematics and Statistics Learning Center at Ohio State University.

Statistics for Big Data For Dummies

Author : Alan Anderson
Publisher : John Wiley & Sons
ISBN 13 : 1118940016
Total Pages : 390 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Statistics for Big Data For Dummies by : Alan Anderson

Download or read book Statistics for Big Data For Dummies written by Alan Anderson and published by John Wiley & Sons. This book was released on 2015-08-31 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fast and easy way to make sense of statistics for big data Does the subject of data analysis make you dizzy? You've come to the right place! Statistics For Big Data For Dummies breaks this often-overwhelming subject down into easily digestible parts, offering new and aspiring data analysts the foundation they need to be successful in the field. Inside, you'll find an easy-to-follow introduction to exploratory data analysis, the lowdown on collecting, cleaning, and organizing data, everything you need to know about interpreting data using common software and programming languages, plain-English explanations of how to make sense of data in the real world, and much more. Data has never been easier to come by, and the tools students and professionals need to enter the world of big data are based on applied statistics. While the word "statistics" alone can evoke feelings of anxiety in even the most confident student or professional, it doesn't have to. Written in the familiar and friendly tone that has defined the For Dummies brand for more than twenty years, Statistics For Big Data For Dummies takes the intimidation out of the subject, offering clear explanations and tons of step-by-step instruction to help you make sense of data mining—without losing your cool. Helps you to identify valid, useful, and understandable patterns in data Provides guidance on extracting previously unknown information from large databases Shows you how to discover patterns available in big data Gives you access to the latest tools and techniques for working in big data If you're a student enrolled in a related Applied Statistics course or a professional looking to expand your skillset, Statistics For Big Data For Dummies gives you access to everything you need to succeed.

Statistics All-in-One For Dummies

Author : Deborah J. Rumsey
Publisher : John Wiley & Sons
ISBN 13 : 1119902568
Total Pages : 567 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Statistics All-in-One For Dummies by : Deborah J. Rumsey

Download or read book Statistics All-in-One For Dummies written by Deborah J. Rumsey and published by John Wiley & Sons. This book was released on 2022-11-08 with total page 567 pages. Available in PDF, EPUB and Kindle. Book excerpt: The odds-on best way to master stats. Statistics All-in-One For Dummies is packed with lessons, examples, and practice problems to help you slay your stats course. Develop confidence and understanding in statistics with easy-to-understand (even fun) explanations of key concepts. Plus, you’ll get access to online chapter quizzes and other resources that will turn you into a stats master. This book teaches you how to interpret graphs, determine probability, critique data, and so much more. Written by an expert author and serious statistics nerd, Statistics AIO For Dummies explains everything in terms anyone can understand. Get a grasp of basic statistics concepts required in every statistics course Clear up the process of interpreting graphs, understanding polls, and analyzing data Master correlation, regression, and other data analysis tools Score higher on stats tests and get a better grade in your high school or college class Statistics All-in-One For Dummies follows the curriculum of intro college statistics courses (including AP Stats!) so you can learn everything you need to know to get the grade you need—the Dummies way.

Statistics Workbook For Dummies with Online Practice

Author : Deborah J. Rumsey
Publisher : John Wiley & Sons
ISBN 13 : 1119547679
Total Pages : 336 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Statistics Workbook For Dummies with Online Practice by : Deborah J. Rumsey

Download or read book Statistics Workbook For Dummies with Online Practice written by Deborah J. Rumsey and published by John Wiley & Sons. This book was released on 2019-03-22 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practice your way to a higher statistics score The adage that "practice makes perfect" is never truer than with math problems. Statistics Workbook For Dummies with Online Practice provides succinct content reviews for every topic, with plenty of examples and practice problems for each concept, in the book and online. Every lesson begins with a concept review, followed by a few example problems and plenty of practice problems. There's a step-by-step solution for every problem, with tips and tricks to help with comprehension and retention. New for this edition, free online practice quizzes for each chapter provide extra opportunities to test your knowledge and understanding. Get FREE access to chapter quizzes in an online test bank Work along with each chapter or use the test bank for final exam review Discover which statistical measures are most meaningful Scoring high in your Statistics class has never been easier!

Statistics Workbook For Dummies

Author : Deborah Rumsey
Publisher : John Wiley & Sons
ISBN 13 : 0764584669
Total Pages : 292 pages
Book Rating : 4.7/5 (645 download)

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Book Synopsis Statistics Workbook For Dummies by : Deborah Rumsey

Download or read book Statistics Workbook For Dummies written by Deborah Rumsey and published by John Wiley & Sons. This book was released on 2005-05-27 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents an introduction to statistics, providing information on analyzing and interpreting data, knowing where to begin solving problems, and more.

R For Dummies

Author : Andrie de Vries
Publisher : John Wiley & Sons
ISBN 13 : 1119963133
Total Pages : 470 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis R For Dummies by : Andrie de Vries

Download or read book R For Dummies written by Andrie de Vries and published by John Wiley & Sons. This book was released on 2012-06-06 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Probability For Dummies

Author : Deborah J. Rumsey
Publisher : John Wiley & Sons
ISBN 13 : 1118429095
Total Pages : 384 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Probability For Dummies by : Deborah J. Rumsey

Download or read book Probability For Dummies written by Deborah J. Rumsey and published by John Wiley & Sons. This book was released on 2018-05-25 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Packed with practical tips and techniques for solving probability problems Increase your chances of acing that probability exam -- or winning at the casino! Whether you're hitting the books for a probability or statistics course or hitting the tables at a casino, working out probabilities can be problematic. This book helps you even the odds. Using easy-to-understand explanations and examples, it demystifies probability -- and even offers savvy tips to boost your chances of gambling success! Discover how to * Conquer combinations and permutations * Understand probability models from binomial to exponential * Make good decisions using probability * Play the odds in poker, roulette, and other games

SPSS Statistics For Dummies

Author : Jesus Salcedo
Publisher : John Wiley & Sons
ISBN 13 : 1119560837
Total Pages : 487 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis SPSS Statistics For Dummies by : Jesus Salcedo

Download or read book SPSS Statistics For Dummies written by Jesus Salcedo and published by John Wiley & Sons. This book was released on 2020-09-09 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fun and friendly guide to mastering IBM’s Statistical Package for the Social Sciences Written by an author team with a combined 55 years of experience using SPSS, this updated guide takes the guesswork out of the subject and helps you get the most out of using the leader in predictive analysis. Covering the latest release and updates to SPSS 27.0, and including more than 150 pages of basic statistical theory, it helps you understand the mechanics behind the calculations, perform predictive analysis, produce informative graphs, and more. You’ll even dabble in programming as you expand SPSS functionality to suit your specific needs. Master the fundamental mechanics of SPSS Learn how to get data into and out of the program Graph and analyze your data more accurately and efficiently Program SPSS with Command Syntax Get ready to start handling data like a pro—with step-by-step instruction and expert advice!

1,001 Statistics Practice Problems For Dummies Access Code Card (1-Year Subscription)

Author : Consumer Dummies
Publisher : For Dummies
ISBN 13 : 9781118849446
Total Pages : pages
Book Rating : 4.8/5 (494 download)

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Book Synopsis 1,001 Statistics Practice Problems For Dummies Access Code Card (1-Year Subscription) by : Consumer Dummies

Download or read book 1,001 Statistics Practice Problems For Dummies Access Code Card (1-Year Subscription) written by Consumer Dummies and published by For Dummies. This book was released on 2014-07-28 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Stymied by statistics? Experiencing depression over regression? Fear not, help is here. Purchasing this Access Code card gives you a one-year renewable, online subscription to 1,001 Statistics Practice Problems For Dummies gives you 1,001 opportunities to practice solving all the statistics problems that you’ll encounter in your Statistics course. You start with some basic problems like mean, mode, and median, move on to distributions, confidence intervals, hypothesis tests, correlation, regression, and much more. Every practice problem includes not only an answer but a step-by-step explanation. With on-the-go access you can study anywhere and any way you want—from your computer, smart phone or tablet. Working through and answering practice problems –categorized as easy, medium, or hard—you can track your progress, see where you need to study the most, and then create customized problem sets to get you where you need to be. A one-year subscription includes: Access to 1,001 statistics problems online--from easy to hard A tool that tracks your progress, identifies where you need more help, and create customized problem sets A way to study what, where, and when you want Whether you're currently enrolled in a high school or college statistics course or just want to hone your analytical skills, 1,001 Statistics Practice Problems For Dummies gives you the practice you need to increase your problems solving skills as well as your confidence.

Psychology Statistics For Dummies

Author : Donncha Hanna
Publisher : John Wiley & Sons
ISBN 13 : 1119953944
Total Pages : 471 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Psychology Statistics For Dummies by : Donncha Hanna

Download or read book Psychology Statistics For Dummies written by Donncha Hanna and published by John Wiley & Sons. This book was released on 2012-08-10 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: The introduction to statistics that psychology students can't afford to be without Understanding statistics is a requirement for obtaining and making the most of a degree in psychology, a fact of life that often takes first year psychology students by surprise. Filled with jargon-free explanations and real-life examples, Psychology Statistics For Dummies makes the often-confusing world of statistics a lot less baffling, and provides you with the step-by-step instructions necessary for carrying out data analysis. Psychology Statistics For Dummies: Serves as an easily accessible supplement to doorstop-sized psychology textbooks Provides psychology students with psychology-specific statistics instruction Includes clear explanations and instruction on performing statistical analysis Teaches students how to analyze their data with SPSS, the most widely used statistical packages among students