Basic Statistics with R

Basic Statistics with R
Author: Stephen C. Loftus
Publsiher: Academic Press
Total Pages: 304
Release: 2021-02-20
ISBN: 0128209267
Category: Mathematics
Language: EN, FR, DE, ES & NL

Basic Statistics with R Book Excerpt:

Basic Statistics with R: Reaching Decisions with Data provides an understanding of the processes at work in using data for results. Sections cover data collection and discuss exploratory analyses, including visual graphs, numerical summaries, and relationships between variables - basic probability, and statistical inference - including hypothesis testing and confidence intervals. All topics are taught using real-data drawn from various fields, including economics, biology, political science and sports. Using this wide variety of motivating examples allows students to directly connect and make statistics essential to their field of interest, rather than seeing it as a separate and ancillary knowledge area. In addition to introducing students to statistical topics using real data, the book provides a gentle introduction to coding, having the students use the statistical language and software R. Students learn to load data, calculate summary statistics, create graphs and do statistical inference using R with either Windows or Macintosh machines. Features real-data to give students an engaging practice to connect with their areas of interest Evolves from basic problems that can be worked by hand to the elementary use of opensource R software Offers a direct, clear approach highlighted by useful visuals and examples

Basic Statistics

Basic Statistics
Author: Tenko Raykov,George A. Marcoulides
Publsiher: Rowman & Littlefield Publishers
Total Pages: 344
Release: 2012-10-04
ISBN: 1442218487
Category: Education
Language: EN, FR, DE, ES & NL

Basic Statistics Book Excerpt:

Basic Statistics provides an accessible and comprehensive introduction to statistics using the free, state-of-the-art software program R. This book is designed to both introduce students to key concepts in statistics and to provide simple instructions for using the powerful software program R.

Understanding Basic Statistics Enhanced

Understanding Basic Statistics  Enhanced
Author: Charles Henry Brase,Corrinne Pellillo Brase
Publsiher: Cengage Learning
Total Pages: 640
Release: 2016-01-01
ISBN: 1305901487
Category: Mathematics
Language: EN, FR, DE, ES & NL

Understanding Basic Statistics Enhanced Book Excerpt:

Help students overcome their apprehension about statistics with Brase and Brase's UNDERSTANDING BASIC STATISTICS. A condensed and more streamlined version of the same authors' bestselling UNDERSTANDABLE STATISTICS, Eleventh Edition, this book offers instructors an effective way to teach the essentials of statistics, including early coverage of regression, within a more limited time frame. Thorough yet abbreviated and offering an accessible exposition, the text helps students realize the real-world significance of statistics. The Seventh Edition addresses the growing importance of developing students' critical thinking and statistical literacy skills with critical thinking features and new exercises throughout the text. The use of the graphing calculator, Microsoft Excel, MINITAB, and SPSS is covered but not required. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Basic Statistics

Basic Statistics
Author: B L Agarwal
Publsiher: New Age International
Total Pages: 788
Release: 2006
ISBN: 9788122418149
Category: Statistics
Language: EN, FR, DE, ES & NL

Basic Statistics Book Excerpt:

Basic Statistics Covers A Wide Range Of Statistical Theory Taught In Almost All Faculties. Theory Followed By Relevant Formulae Is Fully Explicated Through Solved Numerical Problems. Mathematical Derivations And Proofs Of The Formulae Are Largely Absent. The Book Presupposes No Advance Knowledge Of Mathematics.Basic Statistics Fully Covers The Syllabi Of Statistics Courses Running In Various Universities In The Faculties Of Commerce, Arts, Master Of Business Management, Agriculture, Home Science, Pharmacy, And For Students Appearing In C.A. (P.E.-I), I.C.W.A. (Inter.), Etc. This Book Provides Exhaustive Matter In A Simple, Lucid And Exact Manner For Inquisitive Minds.Fourth Edition Of Basic Statistics Is Fully Revised And Enlarged. The Addition Of Two Chapters Entitled Research Processes And Experimental Research Designs Has Made The Book Complete In Its Own Sense. Variety Of Large Number Of Theory And Numerical Questions At The End Of Each Chapter Is A Boon To Achieve One S Own Goal. A Reader Will Find The Book Very Useful And Better Than His Expectations.

Beyond Basic Statistics

Beyond Basic Statistics
Author: Kristin H. Jarman
Publsiher: John Wiley & Sons
Total Pages: 200
Release: 2015-04-22
ISBN: 1118856090
Category: Mathematics
Language: EN, FR, DE, ES & NL

Beyond Basic Statistics Book Excerpt:

Features basic statistical concepts as a tool for thinking critically, wading through large quantities of information, and answering practical, everyday questions Written in an engaging and inviting manner, Beyond Basic Statistics: Tips, Tricks, and Techniques Every Data Analyst Should Know presents the more subjective side of statistics—the art of data analytics. Each chapter explores a different question using fun, common sense examples that illustrate the concepts, methods, and applications of statistical techniques. Without going into the specifics of theorems, propositions, or formulas, the book effectively demonstrates statistics as a useful problem-solving tool. In addition, the author demonstrates how statistics is a tool for thinking critically, wading through large volumes of information, and answering life’s important questions. Beyond Basic Statistics: Tips, Tricks, and Techniques Every Data Analyst Should Know also features: Plentiful examples throughout aimed to strengthen readers’ understanding of the statistical concepts and methods A step-by-step approach to elementary statistical topics such as sampling, hypothesis tests, outlier detection, normality tests, robust statistics, and multiple regression A case study in each chapter that illustrates the use of the presented techniques Highlights of well-known shortcomings that can lead to false conclusions An introduction to advanced techniques such as validation and bootstrapping Featuring examples that are engaging and non-application specific, the book appeals to a broad audience of students and professionals alike, specifically students of undergraduate statistics, managers, medical professionals, and anyone who has to make decisions based on raw data or compiled results.

Basics of Matrix Algebra for Statistics with R

Basics of Matrix Algebra for Statistics with R
Author: Nick Fieller
Publsiher: CRC Press
Total Pages: 248
Release: 2018-09-03
ISBN: 1315360055
Category: Mathematics
Language: EN, FR, DE, ES & NL

Basics of Matrix Algebra for Statistics with R Book Excerpt:

A Thorough Guide to Elementary Matrix Algebra and Implementation in R Basics of Matrix Algebra for Statistics with R provides a guide to elementary matrix algebra sufficient for undertaking specialized courses, such as multivariate data analysis and linear models. It also covers advanced topics, such as generalized inverses of singular and rectangular matrices and manipulation of partitioned matrices, for those who want to delve deeper into the subject. The book introduces the definition of a matrix and the basic rules of addition, subtraction, multiplication, and inversion. Later topics include determinants, calculation of eigenvectors and eigenvalues, and differentiation of linear and quadratic forms with respect to vectors. The text explores how these concepts arise in statistical techniques, including principal component analysis, canonical correlation analysis, and linear modeling. In addition to the algebraic manipulation of matrices, the book presents numerical examples that illustrate how to perform calculations by hand and using R. Many theoretical and numerical exercises of varying levels of difficulty aid readers in assessing their knowledge of the material. Outline solutions at the back of the book enable readers to verify the techniques required and obtain numerical answers. Avoiding vector spaces and other advanced mathematics, this book shows how to manipulate matrices and perform numerical calculations in R. It prepares readers for higher-level and specialized studies in statistics.

Basic Statistics for Psychologists

Basic Statistics for Psychologists
Author: Marc Brysbaert
Publsiher: Bloomsbury Publishing
Total Pages: 560
Release: 2019-10-05
ISBN: 1137607475
Category: Psychology
Language: EN, FR, DE, ES & NL

Basic Statistics for Psychologists Book Excerpt:

Written by an experienced teacher of statistics, the new edition of this accessible yet authoritative textbook covers all areas of undergraduate statistics and provides a firm foundation upon which students can build their own knowledge. Featuring new chapters on Bayesian and multiple regression analysis, this book gives students a working understanding of how to conduct reliable and methodical research using statistics. Brysbaert illustrates the key concepts using examples from psychological research, with clear formulas and explanations for calculations. With helpful chapter-by-chapter guidance for carrying out tests using SPSS, as well as coverage of jamovi and JASP software, this book aims to develop students' confidence in statistical analysis, and to take the fear out of the topic. It offers an easily navigable layout filled with features that help learners to avoid common pitfalls and check their understanding along the way. This engaging and informative guide is essential reading for undergraduate psychology students taking courses in research methods and statistics. New to this Edition: - Chapters on Bayesian analysis, mixed-effects models, and multiple regression analysis - Coverage of jamovi and JASP, two free statistical packages

Understanding Basic Statistics

Understanding Basic Statistics
Author: Charles Henry Brase,Corrinne Pellillo Brase
Publsiher: Cengage Learning
Total Pages: 672
Release: 2018-02-08
ISBN: 1337672327
Category: Mathematics
Language: EN, FR, DE, ES & NL

Understanding Basic Statistics Book Excerpt:

UNDERSTANDING BASIC STATISTICS provides plenty of guidance and informal advice as it demonstrates the links between statistics and the real world. Its reader-friendly approach helps you grasp the concepts and see how they relate to your life. Guided Exercises take you step-by-step through the most difficult problems. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Basic Statistics 2nd Edition

Basic Statistics 2nd Edition
Author: P.K. Mohanty,S.K. Patel
Publsiher: Scientific Publishers
Total Pages: 448
Release: 2019-04-10
ISBN: 9388812174
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Basic Statistics 2nd Edition Book Excerpt:

This book have been so organized to cater to the needs of the research scholars and students of Engineering, Commerce, Economics, BBA and MBA, Biotechnology, Applied Microbiology, Environmental Science and the many, who are required to learn the subject and to apply its techniques and methods in their sphere of work. The questions and problems have all been solved in a very simple, easy and comprehensive manner to suit the readers’ requirements. Wherever possible real world data, particularly from biology, industrial, agricultural and census data, etc have been taken in explaining various statistical techniques.

Basic Statistics and Pharmaceutical Statistical Applications Second Edition

Basic Statistics and Pharmaceutical Statistical Applications  Second Edition
Author: James E. De Muth
Publsiher: CRC Press
Total Pages: 744
Release: 2006-05-10
ISBN: 9780849337994
Category: Mathematics
Language: EN, FR, DE, ES & NL

Basic Statistics and Pharmaceutical Statistical Applications Second Edition Book Excerpt:

The first edition of Basic Statistics and Pharmaceutical Statistical Applications successfully provided a practical, easy-to-read, basic statistics book. This second edition not only updates the previous edition, but expands coverage in the area of biostatistics and how it relates to real-world professional practice. Taking you on a roller coaster ride through the world of statistics, Dr. De Muth clearly details the methodology necessary to summarize data and make informed decisions about observed outcomes. What's new or different in the Second Edition? New chapters cover: Measures of association primarily with nominal and ordinal data and and more than 15 tests Survival statistics including actuarial analysis and an introduction to multiple regression with survival data using proportional hazards regression An introduction to the topic of evidence-based practice with discussions of sensitivity and specificity, predictive values, and likelihood ratios Odds ratios and relative risk ratios that provide valuable information for dealing with probability, odds, and risk New sections address Power and sample size determination for two-sample Z-tests of proportions Clinical equivalence and noninferiority studies, process capability, and tolerance limits Methods for assessing repeatability and reproducibility Expanded information includes: Chi square, repeated measures designs, Latin Square designs, nine multiple comparison tests, and outlier testing Inverse prediction with linear regression, handling of multiple data points at different levels of independent variable, and assessment of parallelism of slopes for two samples Additional types of bivariate correlations and various assessments for independence and randomness More nonparametric tests including new information on post hoc comparisons for a significant Kruskal-Wallis test, the Kolmogorov-Smirnov goodness-of-fit test, and the Anderson-Darling test, as well as runs and range tests Eight new tables useful for the interpretation of some of the new inferential statistics De Muth provides concrete examples that enable you to effectively manage information in your day-to-day problem solving and reporting of findings. By avoiding heavy-duty mathematics and theory, even the mathematically challenged can benefit and increase their confidence in using statistics procedures.

Basic Statistics for Trainers

Basic Statistics for Trainers
Author: Jean Houston Shore
Publsiher: American Society for Training and Development
Total Pages: 16
Release: 2009
ISBN: 1562865986
Category: Business & Economics
Language: EN, FR, DE, ES & NL

Basic Statistics for Trainers Book Excerpt:

A basic knowledge of statistics allows trainers to make better decisions and understand data more fully. Presenting statistical data to stakeholders also helps you build a stronger business case for training. This issue demonstrates how to perform some basic statistical calculations and how to use statistics on the job.

Basic Statistics and Epidemiology

Basic Statistics and Epidemiology
Author: Antony Stewart
Publsiher: Radcliffe Publishing
Total Pages: 200
Release: 2010
ISBN: 1846194113
Category: Medical
Language: EN, FR, DE, ES & NL

Basic Statistics and Epidemiology Book Excerpt:

This straightforward primer in basic statistics emphasizes its practical use in epidemiology and public health, providing understanding of essential topics such as study design, data analysis and statistical methods used in the execution of medical research. This new edition is substantially revised and includes entirely new material on statistical power and sample size. Clearly worded and assuming no prior knowledge, it gives full step-by-step guidance on performing statistical calculations. It contains numerous examples and exercises with detailed answers to help readers grasp the main points of these complex subjects with ease, providing doctors, nurses, health managers, researchers and students with a concise and practical guide

Using Basic Statistics in the Behavioral and Social Sciences

Using Basic Statistics in the Behavioral and Social Sciences
Author: Annabel Ness Evans
Publsiher: SAGE Publications
Total Pages: 624
Release: 2013-06-06
ISBN: 1483312429
Category: Social Science
Language: EN, FR, DE, ES & NL

Using Basic Statistics in the Behavioral and Social Sciences Book Excerpt:

Using Basic Statistics in the Behavioral and Social Sciences, Fifth Edition, by 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 derivation, the book focuses on helping readers develop an understanding of the underlying logic of statistics. Practical 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.

Basic Statistics for the Tertiary Level 2007 Ed

Basic Statistics for the Tertiary Level  2007 Ed
Author: Anonim
Publsiher: Rex Bookstore, Inc.
Total Pages: 135
Release: 2022
ISBN: 9789712349249
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Basic Statistics for the Tertiary Level 2007 Ed Book Excerpt:

Interpreting Basic Statistics

Interpreting Basic Statistics
Author: Zealure C. Holcomb
Publsiher: Taylor & Francis
Total Pages: 200
Release: 2016-10-04
ISBN: 1351970003
Category: Psychology
Language: EN, FR, DE, ES & NL

Interpreting Basic Statistics Book Excerpt:

• Students get valuable practice in interpreting statistical reporting as it actually appears in journals. In each of the 62 exercises, your students will read a brief excerpt of statistical reporting from a published research article. • Each exercise begins with guidelines for interpreting the statistics in the excerpt. • The questions on the excerpts promote learning by requiring students to · interpret information in tables and figures, · perform simple calculations to further their interpretations, · critique data-reporting techniques, and · evaluate procedures used to collect data. • Each exercise covers a limited number of statistics, making it easy for you to coordinate the exercises with lectures and a main textbook. • The questions in each exercise are divided into two parts: (1) Factual Questions and (2) Questions for Discussion. The factual questions require careful reading for details, while the discussion questions show students that interpreting statistics is more than a mathematical exercise. These questions require them to apply good judgment as well as statistical reasoning in arriving at appropriate interpretations. • Thirteen new exercises interspersed throughout show how to interpret a greater array of statistical reporting.

Basic Statistics in Criminology and Criminal Justice

Basic Statistics in Criminology and Criminal Justice
Author: David Weisburd,Chester Britt,David B. Wilson,Alese Wooditch
Publsiher: Springer Nature
Total Pages: 612
Release: 2021-02-23
ISBN: 3030479676
Category: Social Science
Language: EN, FR, DE, ES & NL

Basic Statistics in Criminology and Criminal Justice Book Excerpt:

This introductory textbook takes a building-block approach that emphasizes the application and interpretation of statistics in research in crime and justice. This text is meant for both students and professionals who want to gain a basic understanding of common statistical methods used in criminology and criminal justice before advancing to more complex statistical analyses in future volumes. This book emphasizes comprehension and interpretation. As the statistical methods discussed become more complex and demanding to compute, it integrates statistical software. It provides readers with an accessible understanding of popular statistical programs used to examine real-life crime and justice problems (including SPSS, Stata, and R). In addition, the book includes supplemental resources such as a glossary of key terms, practice questions, and sample data. Basic Statistics in Criminology and Criminal Justice aims to give students and researchers a core understanding of statistical concepts and methods that will leave them with the confidence and tools to tackle the statistical problems in their own research work.

Statistics in a Nutshell

Statistics in a Nutshell
Author: Sarah Boslaugh,Dr. Paul Andrew Watters
Publsiher: "O'Reilly Media, Inc."
Total Pages: 480
Release: 2008-07-25
ISBN: 1449397816
Category: Mathematics
Language: EN, FR, DE, ES & NL

Statistics in a Nutshell 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.

China Statistical Yearbook

China Statistical Yearbook
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 2002
ISBN: 1928374650XXX
Category: China
Language: EN, FR, DE, ES & NL

China Statistical Yearbook Book Excerpt:

Tracking Environmental Change Using Lake Sediments

Tracking Environmental Change Using Lake Sediments
Author: John B.H. Birks,André F. Lotter,Steve Juggins,John P. Smol
Publsiher: Springer Science & Business Media
Total Pages: 745
Release: 2012-04-08
ISBN: 9400727445
Category: Science
Language: EN, FR, DE, ES & NL

Tracking Environmental Change Using Lake Sediments Book Excerpt:

Numerical and statistical methods have rapidly become part of a palaeolimnologist’s tool-kit. They are used to explore and summarise complex data, reconstruct past environmental variables from fossil assemblages, and test competing hypotheses about the causes of observed changes in lake biota through history. This book brings together a wide array of numerical and statistical techniques currently available for use in palaeolimnology and other branches of palaeoecology. ​ Visit http://extras.springer.com the Springer's Extras website to view data-sets, figures, software, and R scripts used or mentioned in this book.

Tracking Environmental Change Using Lake Sediments

Tracking Environmental Change Using Lake Sediments
Author: H. John B. Birks,André F. Lotter,Steve Juggins,John P. Smol
Publsiher: Springer Science & Business Media
Total Pages: 745
Release: 2012-04-06
ISBN: 9400727453
Category: Science
Language: EN, FR, DE, ES & NL

Tracking Environmental Change Using Lake Sediments Book Excerpt:

Numerical and statistical methods have rapidly become part of a palaeolimnologist’s tool-kit. They are used to explore and summarise complex data, reconstruct past environmental variables from fossil assemblages, and test competing hypotheses about the causes of observed changes in lake biota through history. This book brings together a wide array of numerical and statistical techniques currently available for use in palaeolimnology and other branches of palaeoecology. ​ Visit http://extras.springer.com the Springer's Extras website to view data-sets, figures, software, and R scripts used or mentioned in this book.