Research Catalog

From data to decisions in music education research : data analytics and the general linear model using R

Title
From data to decisions in music education research : data analytics and the general linear model using R / Brian C. Wesolowski.
Author
Wesolowski, Brian C.
Publication
  • New York, NY : Routledge, 2022.
  • ©2022

Available Online

Available from home with a valid library card

Details

Additional Authors
Taylor & Francis
Description
1 online resource.
Subject
  • Music > Instruction and study > Research
  • Educational planning > Statistical methods
  • R (Computer program language)
Bibliography (note)
  • Includes bibliographical references and index.
Reproduction (note)
  • Electronic reproduction.
Source of Description (note)
  • Description based on online resource; title from digital title page (viewed on May 02, 2022).
Contents
Section I. Fundamentals and Principles of the R Programming Language. The R Programming Environment ; Data Types and Data Structures -- Section II. Data Wrangling Techniques. Data Preprocessing and Data Manipulation ; Data Aggregation -- Section III. Descriptive Analytics and Exploratory Data Analysis Techniques. Summary Operations ; Data Visualization -- Section IV. Diagnostic Analytics and Data Mining Techniques. Normality Assessment and Anomaly Detection ; Data Re-Expression Techniques ; Covariance and Correlation -- Section V. Predictive Analytics and the General Linear Model. The Mean Model and Simple Linear Regression ; Multiple Linear Regression ; Special Cases of the General Linear Model ; Model Diagnostics.
ISBN
  • 9781003200475
  • 1003200478
  • 9781000534764
  • 1000534766
  • 9781000534672
  • 1000534677
LCCN
  • 2021040165
  • 10.4324/9781003200475
OCLC
2021040165
Author
Wesolowski, Brian C., author.
Title
From data to decisions in music education research : data analytics and the general linear model using R / Brian C. Wesolowski.
Publisher
New York, NY : Routledge, 2022.
Copyright Date
©2022
Type of Content
text
Type of Medium
computer
Type of Carrier
online resource
Bibliography
Includes bibliographical references and index.
Reproduction
Electronic reproduction. London Available via World Wide Web.
Biography
Brian C. Wesolowski is an Associate Professor of Music Education at the University of Georgia. He received his Ph.D. from the University of Miami, Coral Gables, FL.
Note
Description based on online resource; title from digital title page (viewed on May 02, 2022).
Connect to:
Available from home with a valid library card
Added Author
Taylor & Francis
Other Form:
Print version: Wesolowski, Brian C. From data to decisions in music education research New York : Routledge, 2022 9781032060521 (DLC) 2021040164
Other Standard Identifier
10.4324/9781003200475 doi
View in Legacy Catalog