Statistics for Absolute Beginners

Statistics for Absolute Beginners

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  • Author: O.Theobald
  • Publisher: Independently Published
  • ISBN: 9781549917486
  • Category :
  • Languages : en
  • Pages : 113

As the launch pad to quantitative research, business optimization or a promising career in data science, it's never been a better time to brush up on statistics or learn these concepts for the very first time. Written by the author of the popular learning resource "Machine Learning for Absolute Beginners," this book will guide you through important techniques in inferential statistics. This includes linear regression, standard deviation, probability, hypothesis testing, and clustering analysis, to prepare you for further study in the field of statistics, applied research or data science. Topics covered in this book: Sampling & PermutationsCentral Tendency MeasuresMeasures of SpreadMeasures of PositionHypothesis TestingProbabilityBinomial ProbabilityRegression AnalysisClustering Analysis Please feel welcome to join this hands-on introductory course by buying a copy, or sending a free sample to your preferred device.


Statistics for Absolute Beginners (Second Edition)

Statistics for Absolute Beginners (Second Edition)

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  • Author: Oliver Theobald
  • Publisher:
  • ISBN:
  • Category :
  • Languages : en
  • Pages : 114

Data is collected constantly: how far we travel, who we interact with online and where we spend our money. Every bit of data has a story to tell but isolated, these morsels of information lie dormant and useless, like unattached Lego blocks. Written by the author of Amazon Best Seller Machine Learning for Absolute Beginners, this book guides you through the fundamentals of inferential and descriptive statistics with a mix of practical demonstrations, visual examples, historical origins, and plain English explanations. As a resource for beginners, this book won't teach you how to beat the market or predict the next U.S. election but ensures a concise and simple-to-understand supplement to a standard textbook. This includes an introduction to important techniques used to infer predictions from data, such as hypothesis testing, linear regression analysis, confidence intervals, probability theory, and data distribution. Descriptive statistics techniques such as central tendency measures and standard deviation are also covered in this book. Full Overview of Book Themes Historical Development of Statistics Data Sampling Central Tendency Measures Measures Of Spread Measures Of Position Designing Hypothesis Tests Probability & Bayes Theory Regression Analysis Clustering Analysis As the launch pad to quantitative research, business optimization or a promising career in data science, it's never been a better time to brush up on statistics or learn these concepts for the very first time.


Data Analytics for Absolute Beginners: a Deconstructed Guide to Data Literacy

Data Analytics for Absolute Beginners: a Deconstructed Guide to Data Literacy

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  • Author: Oliver Theobald
  • Publisher:
  • ISBN: 9781081762469
  • Category :
  • Languages : en
  • Pages : 88

While exposure to data has become more or less a daily ritual for the rank-and-file knowledge worker, true understanding-treated in this book as data literacy-resides in knowing what lies behind the data. Everything from the data's source to the specific choice of input variables, algorithmic transformations, and visual representation shape the accuracy, relevance, and value of the data and mark its journey from raw data to business insight. It's also important to grasp the terminology and basic concepts of data analytics as much as it is to have the financial literacy to be successful as a decisionmaker in the business world. In this book, we make sense of data analytics without the assumption that you understand specific data science terminology or advanced programming languages to set you on your path. Topics covered in this book: Data Mining Big Data Machine Learning Alternative Data Data Management Web Scraping Regression Analysis Clustering Analysis Association Analysis Data Visualization Business Intelligence


Statistics For Dummies

Statistics For Dummies

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  • Author: Deborah J. Rumsey
  • Publisher: John Wiley & Sons
  • ISBN: 1119293529
  • Category : Mathematics
  • Languages : en
  • Pages : 423

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.


Learning Statistics with R

Learning Statistics with R

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  • Author: Daniel Navarro
  • Publisher: Lulu.com
  • ISBN: 1326189727
  • Category : Psychology
  • Languages : en
  • Pages : 617

"Learning Statistics with R" covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students, focusing on the use of the R statistical software and adopting a light, conversational style throughout. The book discusses how to get started in R, and gives an introduction to data manipulation and writing scripts. From a statistical perspective, the book discusses descriptive statistics and graphing first, followed by chapters on probability theory, sampling and estimation, and null hypothesis testing. After introducing the theory, the book covers the analysis of contingency tables, t-tests, ANOVAs and regression. Bayesian statistics are covered at the end of the book. For more information (and the opportunity to check the book out before you buy!) visit http://ua.edu.au/ccs/teaching/lsr or http://learningstatisticswithr.com


Using Basic Statistics in the Behavioral and Social Sciences

Using Basic Statistics in the Behavioral and Social Sciences

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  • Author: Annabel Ness Evans
  • Publisher: SAGE Publications
  • ISBN: 1483323617
  • Category : Social Science
  • Languages : en
  • Pages : 605

In this fully updated edition of Using Basic Statistics in the Behavioral and Social Sciences, Annabel Ness Evans presents introductory statistics in a practical, conceptual, and humorous way, reducing the anxiety that many students experience in introductory courses. Avoiding complex notation and derivations, the book focuses on helping readers develop an understanding of the underlying logic of statistics, rather than rote memorization. Focus on Research boxes engage students with realistic applications of statistics, and end-of-chapter exercises ensure student comprehension. This exciting new edition includes a greater number of realistic and engaging global examples within the social and behavioral sciences, making it ideal for use within many departments or in interdisciplinary settings.


A Beginner's Guide to R

A Beginner's Guide to R

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  • Author: Alain Zuur
  • Publisher: Springer Science & Business Media
  • ISBN: 0387938370
  • Category : Computers
  • Languages : en
  • Pages : 228

Based on their extensive experience with teaching R and statistics to applied scientists, the authors provide a beginner's guide to R. To avoid the difficulty of teaching R and statistics at the same time, statistical methods are kept to a minimum. The text covers how to download and install R, import and manage data, elementary plotting, an introduction to functions, advanced plotting, and common beginner mistakes. This book contains everything you need to know to get started with R.


Introductory Statistics 2e (hardcover, Full Color)

Introductory Statistics 2e (hardcover, Full Color)

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  • Author: Barbara Illowsky
  • Publisher:
  • ISBN: 9781998295470
  • Category : Business & Economics
  • Languages : en
  • Pages : 0

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.


Introduction to Modern Time Series Analysis

Introduction to Modern Time Series Analysis

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  • Author: Gebhard Kirchgässner
  • Publisher: Springer Science & Business Media
  • ISBN: 9783540687351
  • Category : Business & Economics
  • Languages : en
  • Pages : 288

This book presents modern developments in time series econometrics that are applied to macroeconomic and financial time series. It contains the most important approaches to analyze time series which may be stationary or nonstationary.


Statistics Essentials For Dummies

Statistics Essentials For Dummies

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  • Author: Deborah J. Rumsey
  • Publisher: John Wiley & Sons
  • ISBN: 0470644540
  • Category : Mathematics
  • Languages : en
  • Pages : 192

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.