Doing Data Science in R (EPUB) von Mark Andrews
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An Introduction for Social Scientists
EPUB
Sofort lieferbar | Lieferzeit: Sofort lieferbar
ISBN-13:
9781529752694
Veröffentl:
2021
Einband:
EPUB
Seiten:
456
Autor:
Mark Andrews
eBook Format:
EPUB
eBook-Typ:
Reflowable EPUB
Kopierschutz:
Adobe DRM [Hard-DRM]
Sprache:
Englisch
Kurzbeschreibung
This approachable introduction to doing data science in R provides step-by-step advice on using data science tools and statistical methods to carry out data analysis. Introducing the fundamentals of data science and R before moving into more advanced topics like Multilevel Models and Probabilistic Modelling with Stan, it builds knowledge and skills gradually.
Inhaltsverzeichnis
Chapter 1: Data Analysis And Data Science
Chapter 2: Introduction To R
Chapter 3: Data Wrangling
Chapter 4: Data Visualization
Chapter 5: Exploratory Data Analysis
Chapter 6: Programming In R
Chapter 7: Reproducible Data Analysis
Chapter 8: Statistical Models and Statistical Inference
Chapter 9: Normal Linear Models
Chapter 10: Logistic Regression
Chapter 11: Generalized Linear Models for Count Data
Chapter 12: Multilevel Models
Chapter 13: Nonlinear Regression
Chapter 14: Structural Equation Modelling
Chapter 15: High Performance Computing with R
Chapter 16: Interactive Web Apps with Shiny
Chapter 17: Probabilistic Modelling with Stan
Chapter 2: Introduction To R
Chapter 3: Data Wrangling
Chapter 4: Data Visualization
Chapter 5: Exploratory Data Analysis
Chapter 6: Programming In R
Chapter 7: Reproducible Data Analysis
Chapter 8: Statistical Models and Statistical Inference
Chapter 9: Normal Linear Models
Chapter 10: Logistic Regression
Chapter 11: Generalized Linear Models for Count Data
Chapter 12: Multilevel Models
Chapter 13: Nonlinear Regression
Chapter 14: Structural Equation Modelling
Chapter 15: High Performance Computing with R
Chapter 16: Interactive Web Apps with Shiny
Chapter 17: Probabilistic Modelling with Stan
Schlagwörter zu:
Doing Data Science in R von Mark Andrews - mit der ISBN: 9781529752694
Data analysis; Data science; Data skills; Data visualization; Introduction to R; Multilevel models; R software; Social Science skills; Statistical methods; Statistical models, Online-Buchhandlung
Kunden Rezensionen: Doing Data Science in R | Buch oder eBook | Mark Andrews
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