From Data to Decisions in Music Education Research provides a structured and hands-on approach to working with empirical data in the context of music education research.
From Data to Decisions in Music Education Research provides a structured and hands-on approach to working with empirical data in the context of music education research.
Brian C. Wesolowski is an Associate Professor of Music Education at the University of Georgia. He received his PhD from the University of Miami, Coral Gables, FL.
Inhaltsangabe
List of Figures Preface Section I. Fundamentals and Principles of the R Programming Language Chapter 1. The R Programming Environment Chapter 2. Data Types and Data Structures Section II. Data Wrangling Techniques Chapter 3. Data Preprocessing and Data Manipulation Chapter 4. Data Aggregation Section III. Descriptive Analytics and Exploratory Data Analysis Techniques Chapter 5. Summary Operations Chapter 6: Data Visualization Section IV. Diagnostic Analytics and Data Mining Techniques Chapter 7: Normality Assessment and Anomaly Detection Chapter 8: Data Re-Expression Techniques Chapter 9: Covariance and Correlation Section V. Predictive Analytics and the General Linear Model Chapter 10: The Mean Model and Simple Linear Regression Chapter 11: Multiple Linear Regression Chapter 12: Special Cases of the General Linear Model Chapter 13: Model Diagnostics References Index
List of Figures Preface Section I. Fundamentals and Principles of the R Programming Language Chapter 1. The R Programming Environment Chapter 2. Data Types and Data Structures Section II. Data Wrangling Techniques Chapter 3. Data Preprocessing and Data Manipulation Chapter 4. Data Aggregation Section III. Descriptive Analytics and Exploratory Data Analysis Techniques Chapter 5. Summary Operations Chapter 6: Data Visualization Section IV. Diagnostic Analytics and Data Mining Techniques Chapter 7: Normality Assessment and Anomaly Detection Chapter 8: Data Re-Expression Techniques Chapter 9: Covariance and Correlation Section V. Predictive Analytics and the General Linear Model Chapter 10: The Mean Model and Simple Linear Regression Chapter 11: Multiple Linear Regression Chapter 12: Special Cases of the General Linear Model Chapter 13: Model Diagnostics References Index
Es gelten unsere Allgemeinen Geschäftsbedingungen: www.buecher.de/agb
Impressum
www.buecher.de ist ein Shop der buecher.de GmbH & Co. KG Bürgermeister-Wegele-Str. 12, 86167 Augsburg Amtsgericht Augsburg HRA 13309