Moving From Ibm Spss To R And Rstudio
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Moving From Ibm Spss To R And Rstudio
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Author : Howard T. Tokunaga
language : en
Publisher: SAGE Publications
Release Date : 2021-02-12
Moving From Ibm Spss To R And Rstudio written by Howard T. Tokunaga and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-12 with Psychology categories.
Are you a researcher or instructor who has been wanting to learn R and RStudio®, but you don′t know where to begin? Do you want to be able to perform all the same functions you use in IBM® SPSS® in R? Is your license to IBM® SPSS® expiring, or are you looking to provide your students guidance to a freely-available statistical software program? Moving from IBM® SPSS® to R and RStudio®: A Statistics Companion is a concise and easy-to-read guide for users who want to know learn how to perform statistical calculations in R. Brief chapters start with a step-by-step introduction to R and RStudio, offering basic installation information and a summary of the differences. Subsequent chapters walk through differences between SPSS and R, in terms of data files, concepts, and structure. Detailed examples provide walk-throughs for different types of data conversions and transformations and their equivalent in R. Helpful and comprehensive appendices provide tables of each statistical transformation in R with its equivalent in SPSS and show what, if any, differences in assumptions factor to into each function. Statistical tests from t-tests to ANOVA through three-factor ANOVA and multiple regression and chi-square are covered in detail, showing each step in the process for both programs. By focusing just on R and eschewing detailed conversations about statistics, this brief guide gives adept SPSS® users just the information they need to transition their data analyses from SPSS to R.
Introduction To R In Ibm Spss Modeler
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Author : Wannes Rosius
language : en
Publisher: IBM Redbooks
Release Date : 2016-10-14
Introduction To R In Ibm Spss Modeler written by Wannes Rosius and has been published by IBM Redbooks this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-14 with Computers categories.
This IBM RedpaperTM publication focuses on the integration between IBM® SPSS® Modeler and R. The paper is aimed at people who know IBM SPSS Modeler and have only a very limited knowledge of R. Chapters 2, 3, and 4 provide you with a high level understanding of R integration within SPSS Modeler enabling you to create or recreate some very basic R models within SPSS Modeler, even if you have only a basic knowledge of R. Chapter 5 provides more detailed tips and tricks. This chapter is for the experienced user and consists of items that might help you get up to speed with more detailed functions of the integration and understand some pitfalls.
A Guide To R For Social And Behavioral Science Statistics
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Author : Brian Joseph Gillespie
language : en
Publisher: SAGE Publications
Release Date : 2020-02-07
A Guide To R For Social And Behavioral Science Statistics written by Brian Joseph Gillespie and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-07 with Social Science categories.
A Guide to R for Social and Behavioral Science Statistics is a short, accessible book for learning R. This handy guide contains basic information on statistics for undergraduates and graduate students, shown in the R statistical language using RStudio®. The book is geared toward social and behavioral science statistics students, especially those with no background in computer science. Written as a companion book to be used alongside a larger introductory statistics text, the text follows the most common progression of statistics for social scientists. The guide also serves as a companion for conducting data analysis in a research methods course or as a stand-alone R and statistics text. This guide can teach anyone how to use R to analyze data, and uses frequent reminders of basic statistical concepts to accompany instructions in R to help walk students through the basics of learning how to use R for statistics.
Ibm Spss Modeler Cookbook
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Author : Keith McCormick
language : en
Publisher: Packt Publishing Ltd
Release Date : 2013-10-23
Ibm Spss Modeler Cookbook written by Keith McCormick and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-23 with Computers categories.
This is a practical cookbook with intermediate-advanced recipes for SPSS Modeler data analysts. It is loaded with step-by-step examples explaining the process followed by the experts.If you have had some hands-on experience with IBM SPSS Modeler and now want to go deeper and take more control over your data mining process, this is the guide for you. It is ideal for practitioners who want to break into advanced analytics.
Data Science For Business With R
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Author : Jeffrey S. Saltz
language : en
Publisher: SAGE Publications
Release Date : 2021-02-14
Data Science For Business With R written by Jeffrey S. Saltz and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-14 with Business & Economics categories.
Data Science for Business with R, written by Jeffrey S. Saltz and Jeffrey M. Stanton, focuses on the concepts foundational for students starting a business analytics or data science degree program. To keep the book practical and applied, the authors feature a running case using a global airline business’s customer survey dataset to illustrate how to turn data in business decisions, in addition to numerous examples throughout. To aid in usability beyond the classroom, the text features full integration of freely-available R and RStudio software, one of the most popular data science tools available. Designed for students with little to no experience in related areas like computer science, the book chapters follow a logical order from introduction and installation of R and RStudio, working with data architecture, undertaking data collection, performing data analysis, and transitioning to data archiving and presentation. Each chapter follows a familiar structure, starting with learning objectives and background, following the basic steps of functions alongside simple examples, applying these functions to the case study, and ending with chapter challenge questions, sources, and a list of R functions so students know what to expect in each step of their data science course. Data Science for Business with R provides readers with a straightforward and applied guide to this new and evolving field.
The Therapeutic Potential Of Transcranial Magnetic Stimulation In Addiction
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Author : Marco Diana
language : en
Publisher: Frontiers Media SA
Release Date : 2021-01-07
The Therapeutic Potential Of Transcranial Magnetic Stimulation In Addiction written by Marco Diana and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-07 with Science categories.
Fundamental Statistics For The Social And Behavioral Sciences
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Author : Howard T. Tokunaga
language : en
Publisher: SAGE Publications
Release Date : 2018-09-12
Fundamental Statistics For The Social And Behavioral Sciences written by Howard T. Tokunaga and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-12 with Social Science categories.
Fundamental Statistics for the Social and Behavioral Sciences, Second Edition, places statistics within the research process, illustrating how they are used to answer questions and test ideas. Students learn not only how to calculate statistics, but also how to interpret and communicate the results of statistical analyses in light of a study’s research hypothesis. Featuring accessible writing and well-integrated research examples, the book gives students a greater understanding of how research studies are conceived, conducted, and communicated. The Second Edition includes a new chapter on regression; covers how collected data can be organized, presented and summarized; the process of conducting statistical analyses to test research questions, hypotheses, and issues/controversies; and examines statistical procedures used in research situations that vary in the number of independent variables in the study. Every chapter includes learning checks, such as review questions and summary boxes, to reinforce the content students just learned, and exercises at the end of every chapter help assess their knowledge. Also new to the Second Edition -- animated video tutorials!
Research Methods For Psychological Science
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Author : William J. Ray
language : en
Publisher: SAGE Publications
Release Date : 2021-08-05
Research Methods For Psychological Science written by William J. Ray and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-05 with Psychology categories.
Written by experimental research expert, Dr. William J. Ray, Research Methods for Psychological Science introduces students to the principles and practice of conducting research in psychology in an engaging, story-telling format. Ray helps students understand how research increases our understanding of ourselves and our environment and how logic and best practices can increase our understanding of human behavior. Whether their future roles will be researchers, consumers of research, or informed citizens, students will learn the importance of developing testable hypotheses, how to evaluate new information critically, and the impact of research on ourselves and our society. Based on Ray’s influential textbook, Methods Toward a Science of Behavior and Experience, the book offers up-to-date pedagogy, structure, and exercises to reinforce the student’s learning experience.
Current Perspectives On Developmental Coordination Disorder Dcd
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Author : Kate Wilmut
language : en
Publisher: Frontiers Media SA
Release Date : 2022-03-10
Current Perspectives On Developmental Coordination Disorder Dcd written by Kate Wilmut and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-10 with Science categories.
Statistics And Data Visualization Using R
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Author : David S. Brown
language : en
Publisher: SAGE Publications
Release Date : 2021-08-24
Statistics And Data Visualization Using R written by David S. Brown and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-24 with Social Science categories.
Designed to introduce students to quantitative methods in a way that can be applied to all kinds of data in all kinds of situations, Statistics and Data Visualization Using R: The Art and Practice of Data Analysis by David S. Brown teaches students statistics through charts, graphs, and displays of data that help students develop intuition around statistics as well as data visualization skills. By focusing on the visual nature of statistics instead of mathematical proofs and derivations, students can see the relationships between variables that are the foundation of quantitative analysis. Using the latest tools in R and R RStudio® for calculations and data visualization, students learn valuable skills they can take with them into a variety of future careers in the public sector, the private sector, or academia. Starting at the most basic introduction to data and going through most crucial statistical methods, this introductory textbook quickly gets students new to statistics up to speed running analyses and interpreting data from social science research.