Coverart for item
The Resource Understanding statistics using R, Randall Schumacker, Sara Tomek

Understanding statistics using R, Randall Schumacker, Sara Tomek

Label
Understanding statistics using R
Title
Understanding statistics using R
Statement of responsibility
Randall Schumacker, Sara Tomek
Creator
Contributor
Subject
Language
eng
Summary
This book was written to provide resource materials for teachers to use in their introductory or intermediate statistics class. The chapter content is ordered along the lines of many popular statistics books so it should be easy to supplement the content and exercises with class lecture materials. The book contains R script programs to demonstrate important topics and concepts covered in a statistics course, including probability, random sampling, population distribution types, role of the Central Limit Theorem, creation of sampling distributions for statistics, and more. The chapters contain T/F quizzes to test basic knowledge of the topics covered. In addition, the book chapters contain numerous exercises with answers or solutions to the exercises provided. The chapter exercises reinforce an understanding of the statistical concepts presented in the chapters. An instructor can select any of the supplemental materials to enhance lectures and/or provide additional coverage of concepts and topics in their statistics book. This book uses the R statistical package which contains an extensive library of functions. The R software is free and easily downloaded and installed. The R programs are run in the R Studio software which is a graphical user interface for Windows. The R Studio software makes accessing R programs, viewing output from the exercises, and graphical displays easier to manage. The first chapter of the book covers the fundamentals of the R statistical package. This includes installation of R and R Studio, accessing R packages and libraries of functions. The chapter also covers how to access manuals and technical documentation, as well as, basic R commands used in the R script programs in the chapters. This chapter is important for the instructor to master so that the software can be installed and the R script programs run. The R software is free so students can also install the software and run the R script programs in the chapters. Teachers and students can run the R software on university computers, at home, or on laptop computers making it more available than many commercial software packages. "As a professor who teaches research methods and advises master and doctoral students, I am often seeking practical resource materials that students can use in their research. This book provides easy to run R examples that allow students to pick and choose content that is relevant to their research. When students learn that the cost for running R is free, they are especially happy!"--Kim Nimon, University of North Texas "The authors have done a great job of providing resource materials an instructor can use when teaching a statistics course. Strengths of the book are the inclusion of R code, the addition of more than 60 script programs, and the online exercise materials for students. This book reflects the growing use of the mobile R software program for students who may not always have access to other statistical software packages housed on computers in a campus-based lab."--David Walker, Northern Illinois University
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Schumacker, Randall E
Dewey number
519.50285
Illustrations
illustrations
Index
index present
LC call number
QA276.45.R3
LC item number
S38 2013
Literary form
non fiction
Nature of contents
dictionaries
NLM call number
Online Book
http://library.link/vocab/relatedWorkOrContributorName
Tomek, Sara
http://library.link/vocab/subjectName
  • Mathematical statistics
  • R (Computer program language)
  • Statistics as Topic
  • Mathematical statistics
  • R (Computer program language)
Label
Understanding statistics using R, Randall Schumacker, Sara Tomek
Instantiates
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • z-Test
  • t-Test
  • F-Test
  • Correlation
  • Linear Regression
  • Replication of Results
  • Synthesis of Findings
  • R Fundamentals
  • Probability
  • Statistical Theory
  • Frequency Distributions
  • Central Tendency and Dispersion
  • Statistical Distributions
  • Hypothesis Testing
  • Chi-Square Test
Control code
826122635
Dimensions
unknown
Extent
1 online resource (xvi, 289 pages)
File format
unknown
Form of item
online
Isbn
9781461462286
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-6227-9
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)826122635
Label
Understanding statistics using R, Randall Schumacker, Sara Tomek
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • z-Test
  • t-Test
  • F-Test
  • Correlation
  • Linear Regression
  • Replication of Results
  • Synthesis of Findings
  • R Fundamentals
  • Probability
  • Statistical Theory
  • Frequency Distributions
  • Central Tendency and Dispersion
  • Statistical Distributions
  • Hypothesis Testing
  • Chi-Square Test
Control code
826122635
Dimensions
unknown
Extent
1 online resource (xvi, 289 pages)
File format
unknown
Form of item
online
Isbn
9781461462286
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-6227-9
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)826122635

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
Processing Feedback ...