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Beschreibung
This book gets you up and running with using R in your research project, focusing on data analysis.
This book gets you up and running with using R in your research project, focusing on data analysis.
Über den Autor
Marco Lehmann is a psychologist and music psychologist. He works as a researcher and consultant for empirical methods at the University Medical Center Hamburg-Eppendorf, Germany. He obtained his diploma in psychology at the University of Kiel, Germany, and his M. Sc. in Music Psychology at Keele University, UK. He completed his PhD at the Hanover University of Music, Drama and Media, Germany. Throughout his work as an empirical researcher, he maintained a strong affiliation with statistics and R programming. With his expertise in applied research he taught young researchers from several scientific domains how R figures in all steps of data analysis. If Marco is not programming R in his leisure time he plays guitar and bass guitar. He lives with his wife and two daughters near Hamburg, Germany.
Inhaltsverzeichnis
Chapter 1: Quick Start - Basic Training in R Functions
Chapter 2: Getting Your Data In and Out of R
Chapter 3: Preparing the Data for Analysis
Chapter 4: Descriptive and Exploratory Data Analysis
Chapter 5: Graphical Data Analysis
Chapter 6: Inferential Statistics I: A Completely Randomised Factorial Design
Chapter 7: Inferential Statistics II: A Multiple Regression Analysis
Chapter 8: Preparing Tables for Publication
Chapter 9: Preparing Graphics for Publication
Chapter 10: Data Simulation
Chapter 11: Putting It All Together: The Structure of a Statistical Analysis
Chapter 2: Getting Your Data In and Out of R
Chapter 3: Preparing the Data for Analysis
Chapter 4: Descriptive and Exploratory Data Analysis
Chapter 5: Graphical Data Analysis
Chapter 6: Inferential Statistics I: A Completely Randomised Factorial Design
Chapter 7: Inferential Statistics II: A Multiple Regression Analysis
Chapter 8: Preparing Tables for Publication
Chapter 9: Preparing Graphics for Publication
Chapter 10: Data Simulation
Chapter 11: Putting It All Together: The Structure of a Statistical Analysis
Details
Erscheinungsjahr: | 2022 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: | Kartoniert / Broschiert |
ISBN-13: | 9781473913653 |
ISBN-10: | 1473913659 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: | Lehmann, Marco |
Hersteller: | SAGE Publications Ltd |
Maße: | 244 x 170 x 22 mm |
Von/Mit: | Marco Lehmann |
Erscheinungsdatum: | 26.11.2022 |
Gewicht: | 0,715 kg |
Über den Autor
Marco Lehmann is a psychologist and music psychologist. He works as a researcher and consultant for empirical methods at the University Medical Center Hamburg-Eppendorf, Germany. He obtained his diploma in psychology at the University of Kiel, Germany, and his M. Sc. in Music Psychology at Keele University, UK. He completed his PhD at the Hanover University of Music, Drama and Media, Germany. Throughout his work as an empirical researcher, he maintained a strong affiliation with statistics and R programming. With his expertise in applied research he taught young researchers from several scientific domains how R figures in all steps of data analysis. If Marco is not programming R in his leisure time he plays guitar and bass guitar. He lives with his wife and two daughters near Hamburg, Germany.
Inhaltsverzeichnis
Chapter 1: Quick Start - Basic Training in R Functions
Chapter 2: Getting Your Data In and Out of R
Chapter 3: Preparing the Data for Analysis
Chapter 4: Descriptive and Exploratory Data Analysis
Chapter 5: Graphical Data Analysis
Chapter 6: Inferential Statistics I: A Completely Randomised Factorial Design
Chapter 7: Inferential Statistics II: A Multiple Regression Analysis
Chapter 8: Preparing Tables for Publication
Chapter 9: Preparing Graphics for Publication
Chapter 10: Data Simulation
Chapter 11: Putting It All Together: The Structure of a Statistical Analysis
Chapter 2: Getting Your Data In and Out of R
Chapter 3: Preparing the Data for Analysis
Chapter 4: Descriptive and Exploratory Data Analysis
Chapter 5: Graphical Data Analysis
Chapter 6: Inferential Statistics I: A Completely Randomised Factorial Design
Chapter 7: Inferential Statistics II: A Multiple Regression Analysis
Chapter 8: Preparing Tables for Publication
Chapter 9: Preparing Graphics for Publication
Chapter 10: Data Simulation
Chapter 11: Putting It All Together: The Structure of a Statistical Analysis
Details
Erscheinungsjahr: | 2022 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: | Kartoniert / Broschiert |
ISBN-13: | 9781473913653 |
ISBN-10: | 1473913659 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: | Lehmann, Marco |
Hersteller: | SAGE Publications Ltd |
Maße: | 244 x 170 x 22 mm |
Von/Mit: | Marco Lehmann |
Erscheinungsdatum: | 26.11.2022 |
Gewicht: | 0,715 kg |
Warnhinweis