Statistics with R for Data Visualization

Set of 2 Volumes

Mohsen Nady (Autor)

Buch | Hardcover

823 Seiten

2024
Arcler Press (Verlag)
978-1-77469-958-4 (ISBN)

Titel nicht im Sortiment

Artikel merken

Covers the use of R programming language for data visualization. The large real-world datasets can be quickly visualized to gain several insights from it using R. Whether the data is already clean or needs some preliminary steps before data visualization like data cleaning and wrangling, all these can be done using R.

This book covers the use of R programming language for data visualization. The large real-world datasets can be quickly visualized to gain several insights from it using R. Whether the data is already clean or needs some preliminary steps before data visualization like data cleaning and wrangling, all these can be done using R to produce elegant, publication-ready, and exciting plots. This book covers different plot types from simple ones like univariate and bivariate plots (histograms, box plots, violin plots, scatter plots, density plots, bar graphs, pie charts, tree maps, beeswarm plots, Cleveland dot charts, line plots, etc) to more complex ones like mapping and visualizing patterns of missing data (upset plots, different Stamen map types with different zoom levels). All these were shown using free real-world data sets to illustrate the diverse capability of R for data visualization.

Mohsen Nady is a pharmacist with a M.D. in Microbiology and a Diploma in Industrial Pharmacy. Besides, Mohsen has more than 10 years of experience in Statistics and Data Analytics. Mohsen has applied his skills to different projects related to Genomics, Microbiology, Biostatistics, Six Sigma, Data Analytics, Data Visualization, Building Apps, Geography, Market Analysis, Business Analysis, Machine Learning, etc. Mohsen also published his thesis in a high-impact journal that attracted many citations, where all the statistical analyses were performed by him in addition to the methodological part. Furthermore, Mohsen has earned different certificates, from top universities (Harvard, Johns Hopkins, Denmark, etc) in Statistics, Data Analytics, Data Visualization, and Machine Learning that highlight his outstanding diverse skills.

Volume 1
Chapter 1 Installing R and RStudio
Chapter 2 Getting Started with R and RStudio
Chapter 3 Univariate Plots for Continuous Data
Chapter 4 Univariate Plots for Categorical Data
Chapter 5 Bivariate Plots for Continuous Data

Volume 2
Chapter 6 Bivariate Plots for Continuous Categorical Data
Chapter 7 Bivariate Plots for Categorical Data
Chapter 8 More Than 2 Dimensions
Chapter 9 Visualizing Missing Data
Chapter 10 Mapping

Erscheinungsdatum	05.12.2023
Sprache	englisch
Maße	152 x 229 mm
Gewicht	394 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
ISBN-10	1-77469-958-3 / 1774699583
ISBN-13	978-1-77469-958-4 / 9781774699584
Zustand	Neuware