The Resource A Primer in Biological Data Analysis and Visualization Using R, Gregg Hartvigsen

A Primer in Biological Data Analysis and Visualization Using R, Gregg Hartvigsen

Label
A Primer in Biological Data Analysis and Visualization Using R
Title
A Primer in Biological Data Analysis and Visualization Using R
Statement of responsibility
Gregg Hartvigsen
Creator
Contributor
Author
Provider
Subject
Language
  • eng
  • eng
Summary
R is the most widely used open-source statistical and programming environment for the analysis and visualization of biological data. Drawing on Gregg Hartvigsen's extensive experience teaching biostatistics and modeling biological systems, this text is an engaging, practical, and lab-oriented introduction to R for students in the life sciences.Underscoring the importance of R and RStudio in organizing, computing, and visualizing biological statistics and data, Hartvigsen guides readers through the processes of entering data into R, working with data in R, and using R to visualize data using histograms, boxplots, barplots, scatterplots, and other common graph types. He covers testing data for normality, defining and identifying outliers, and working with non-normal data. Students are introduced to common one- and two-sample tests as well as one- and two-way analysis of variance (ANOVA), correlation, and linear and nonlinear regression analyses. This volume also includes a section on advanced procedures and a chapter introducing algorithms and the art of programming using R
Biographical or historical data
Gregg Hartvigsen is a professor in the Department of Biology at the State University of New York at Geneseo. He taught a workshop on network analysis using R at the National Institute for Mathematical and Biological Synthesis at the University of Tennessee, Knoxville, and was a visiting scientist and site reviewer for the Mathematical Biosciences Institute at Ohio State University. He also served as co-PI on a National Science Foundation training grant for undergraduate biology and mathematics.
Cataloging source
IN-ChSCO
http://library.link/vocab/creatorName
Hartvigsen, Gregg
Government publication
other
LC call number
QA276.45.R3
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
De Gruyter
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Biology
  • Life Sciences, other
  • Medizin, Gesundheit
  • Natural Sciences
  • R (Computer program language)
  • Health & Fitness
  • Health & Fitness
  • Medical
  • Medical
  • Medical
  • Medical
  • Medical
  • Medical
Target audience
specialized
Label
A Primer in Biological Data Analysis and Visualization Using R, Gregg Hartvigsen
Instantiates
Publication
Copyright
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • CHAPTER 6. THE INTERPRETATION OF HYPOTHESIS TESTS
  • CHAPTER 7. HYPOTHESIS TESTS: ONE- AND TWO-SAMPLE COMPARISONS
  • CHAPTER 8. TESTING DIFFERENCES AMONG MULTIPLE SAMPLES
  • CHAPTER 9. HYPOTHESIS TESTS: LINEAR RELATIONSHIPS
  • CHAPTER 10. HYPOTHESIS TESTS: OBSERVED AND EXPECTED VALUES
  • CHAPTER 11. A FEW MORE ADVANCED PROCEDURES
  • CHAPTER 12. AN INTRODUCTION TO COMPUTER PROGRAMMING
  • CHAPTER 13. FINAL THOUGHTS
  • ACKNOWLEDGMENTS
  • SOLUTIONS TO ODD-NUMBERED PROBLEMS
  • Frontmatter
  • BIBLIOGRAPHY
  • INDEX
  • Contents
  • INTRODUCTION
  • CHAPTER 1. INTRODUCING OUR SOFTWARE TEAM
  • CHAPTER 2. GETTING DATA INTO R
  • CHAPTER 3. WORKING WITH YOUR DATA
  • CHAPTER 4. TELL ME ABOUT MY DATA
  • CHAPTER 5. VISUALIZING YOUR DATA
Dimensions
unknown
Extent
1 online resource(248 p.)
Form of item
online
Isbn
9780231537049
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.7312/hart16698
Other physical details
illustrations.
Reformatting quality
not applicable
Specific material designation
remote
System control number
  • (DE-B1597)458352
  • (OCoLC)984688170
  • (DE-B1597)9780231537049
Label
A Primer in Biological Data Analysis and Visualization Using R, Gregg Hartvigsen
Publication
Copyright
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • CHAPTER 6. THE INTERPRETATION OF HYPOTHESIS TESTS
  • CHAPTER 7. HYPOTHESIS TESTS: ONE- AND TWO-SAMPLE COMPARISONS
  • CHAPTER 8. TESTING DIFFERENCES AMONG MULTIPLE SAMPLES
  • CHAPTER 9. HYPOTHESIS TESTS: LINEAR RELATIONSHIPS
  • CHAPTER 10. HYPOTHESIS TESTS: OBSERVED AND EXPECTED VALUES
  • CHAPTER 11. A FEW MORE ADVANCED PROCEDURES
  • CHAPTER 12. AN INTRODUCTION TO COMPUTER PROGRAMMING
  • CHAPTER 13. FINAL THOUGHTS
  • ACKNOWLEDGMENTS
  • SOLUTIONS TO ODD-NUMBERED PROBLEMS
  • Frontmatter
  • BIBLIOGRAPHY
  • INDEX
  • Contents
  • INTRODUCTION
  • CHAPTER 1. INTRODUCING OUR SOFTWARE TEAM
  • CHAPTER 2. GETTING DATA INTO R
  • CHAPTER 3. WORKING WITH YOUR DATA
  • CHAPTER 4. TELL ME ABOUT MY DATA
  • CHAPTER 5. VISUALIZING YOUR DATA
Dimensions
unknown
Extent
1 online resource(248 p.)
Form of item
online
Isbn
9780231537049
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.7312/hart16698
Other physical details
illustrations.
Reformatting quality
not applicable
Specific material designation
remote
System control number
  • (DE-B1597)458352
  • (OCoLC)984688170
  • (DE-B1597)9780231537049

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