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!R_resources.md
05- ebooks.md
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Academic Press - Doing Bayesian Data Analysis. A Tutorial With R And Bugs
Academic Press - Statistical Bioinformatics With R
Addison Wesley - R for Everyone. Advanced Analytics and Graphics
An introduction to data cleaning with R
An Introduction To Machine Learning. With Applications In R
Apress - Advanced Object-Oriented Programming in R
Apress - Advanced R. Data Programming and the Cloud
Apress - Automated Trading with R
Apress - Beginning Data Science in R
Apress - Beginning R
Apress - Business Analytics Using R. A Practical Approach
Apress - Creating Blogs with Jekyll
Apress - Functional Programming in R
Apress - Introduction to Deep Learning Using R
Apress - Machine Learning Using R
Apress - Metaprogramming in R
Apress - Pro Data Visualization Using R And JavaScript
Apress - R Quick Syntax Reference
Apress - R Recipes. A Problem-Solution Approach
Apress - Using R for Statistics
B.C. Boehmke - Data Wrangling With R
Birkhauser - Contingency Table Analysis. Methods and Implementation Using R
Bookboon - A Step-By-Step R Tutorial
Bookboon - Introduction To Statistical Data Analysis With R
Cambridge Univ - A First Course In Statistical Programming With R
Cambridge Univ - Analyzing Linguistic Data. A Practical Introduction To Statistics Using R
Cambridge Univ - Data Analysis and Graphics Using R. an Example-Based Approach
Cambridge Univ - Data Analysis Using Regression And Multilevel Hierarchical Models
Cambridge Univ - Financial Analytics with R
Cambridge Univ - Modern Statistical Methods For Astronomy. With R Applications
Cambridge Univ - Numerical Analysis Using R. Solutions to ODEs and PDEs
Chapman And Hall - Correspondence Analysis And Data Coding With Java And R
Chapman And Hall - Robust Statistical Methods With R
Chapman And Hall - Statistical Computing With R
CRC - A Handbook Of Statistical Analyses Using R
CRC - Adaptive Design Theory and Implementation using SAS and R
CRC - Advanced R
CRC - An R Companion To Linear Statistical Models
CRC - Analysis of Categorical Data with R
CRC - Analysis of Correlated Data with SAS and R
CRC - Analysis of Questionnaire Data with R
CRC - Analyzing Baseball Data With R
CRC - Analyzing Sensory Data With R
CRC - Analyzing Spatial Models of Choice and Judgment with R
CRC - Applied Meta-Analysis With R
CRC - Basics Of Matrix Algebra For Statistics With R
CRC - Bayesian Networks With Examples in R
CRC - bookdown. Authoring Books and Technical Documents with RMarkdown
CRC - Clinical Trial Data Analysis Using R
CRC - Computational Actuarial Science with R
CRC - Computational Statistics. An Introduction to R
CRC - Customer and Business Analytics. Applied Data Mining for Business Decision Making using R
CRC - Data Analysis and Statistics for Geography, Environmental Science, and Engineering
CRC - Data Mining With R. Learning With Case Studies
CRC - Data Science in R. A Case Studies Approach to Computational Reasoning and Problem Solving
CRC - Displaying Time Series, Spatial and SpaceTime Data with R
CRC - Dynamic Documents with R and knitr
CRC - Environmental and Ecological Statistics with R
CRC - Event History Analysis with R
CRC - Exploratory Multivariate Analysis By Example Using R
CRC - Extending R
CRC - Extending the Linear Model with R
CRC - Flexible Regression and Smoothing Using GAMLSS in R
CRC - Foundational and Applied Statistics for Biologists using R
CRC - Foundations of Statistical Algorithms. With References to R Packages
CRC - Generalized Additive Models. An Introduction With R
CRC - Graphics for Statistics and Data Analysis with R
CRC - Growth Curve Analysis and Visualization Using R
CRC - Handbook Of Fitting Statistical Distributions With R
CRC - Hidden Markov Models for Time Series. An Introduction Using R
CRC - Implementing Reproducible Research
CRC - Introduction to Data Analysis with R for Forensic Scientists
CRC - Introduction to Probability with R
CRC - Introduction To Scientific Programming And Simulation Using R
CRC - Introductory Fisheries Analyses With R
CRC - Linear Models With R
CRC - Modern Data Science with R
CRC - Multilevel Modeling Using R
CRC - Multiple Comparisons Using R
CRC - Multiple Factor Analysis By Examples Using R
CRC - Multivariate Generalized Linear Mixed Models Using R
CRC - Nonparametric Statistical Methods Using R
CRC - Optimal Experimental Design With R
CRC - Parallel Computing for Data Science. With Examples in R, C++ and CUDA
CRC - Practical Graph Mining with R
CRC - Probability and Statistics with R
CRC - Programming Graphical User Interfaces In R
CRC - R And Matlab
CRC - R for Programmers. Advanced Techniques
CRC - R for Programmers. Mastering the Tools
CRC - R for Statistics
CRC - R Graphics
CRC - R Programming For Bioinformatics
CRC - Reproducible Research with R and RStudio
CRC - Reproducible Research with R and RStudio (2nd)
CRC - Sas And R. Data Management, Statistical Analysis And Graphics
CRC - Spatial Data Analysis in Ecology and Agriculture Using R
CRC - Spatial Microsimulation With R
CRC - Stated Preference Methods Using R
CRC - Statistical Analysis Of Questionnaires. A Unified Approach Based On R And Stata
CRC - Statistical Computing in C++ and R
CRC - Statistical Studies of Income Poverty and Inequality in Europe
CRC - Statistics and Data Analysis for Microarrays Using R and Bioconductor
CRC - Statistics in Toxicology Using R
CRC - Testing R Code
CRC - The R Primer
CRC - The R Student Companion
CRC - Using R and RStudio for Data Management, Statistical Analysis, and Graphics
CRC - Using R For Data Management, Statistical Analysis, And Graphics
CRC - Using R For Introductory Statistics
CRC - Using R for Numerical Analysis in Science and Engineering
Csiro - An Introduction To R
Elsevier - Biostatistics and Computer-based Analysis of Health Data using R
Elsevier - Data Mining Application With R
Elsevier - Mathematical statistics With Applications In R
Elsevier - R and Data Mining
Gnu (G.J. Kerns) - Introduction To Probability And Statistics Using R
ISTE - Biostatistics And Computer Based Analysis Of Health Data Using The R Software
J.J. Faraway - Practical Regression and Anova using R
Leanpub - Advanced High School Statistics
Leanpub - Associations And Correlations
Leanpub - Data Analysis For The Life Sciences
Leanpub - Developing Data Products In R
Leanpub - Exploratory Data Analysis With R
Leanpub - Introduction To Econometric Production Analysis With R
Leanpub - Openintro Statistics
Leanpub - R Programming For Data Science
Leanpub - Regression Models For Data Science In R
Leanpub - Report Writing For Data Science In R
Leanpub - Statistical Inference For Data Science
Leanpub - The Art Of Data Science
Leanpub - The Elements Of Data Analytics Style
Lulu - Predictive Analytics Using R
Lulu - Predictive Modeling And Analytics
MacMillan - Quantitative Trading With R
Manning - Practical Data Science with R
Manning - R In Action. Data Analysis And Graphics With R
N.D. Lewis - Deep Learning Made Easy With R. A Gentle Introduction For Data Science
No Starch Press - The Art Of R Programming. A Tour Of Statistical Software Design
No Starch Press - The Book of R
O'Reilly - 25 Recipes For Getting Started With R
O'Reilly - Bioinformatics Data Skills
O'Reilly - Data Mashups In R
O'Reilly - Data Science in the Cloud with Microsoft Azure Machine Learning and R
O'Reilly - Exploring Everyday Things With R And Ruby
O'Reilly - Getting Started With Rstudio
O'Reilly - Graphing Data With R
O'Reilly - Hands-On Programming with R
O'Reilly - Learning R
O'Reilly - Parallel R
O'Reilly - R Cookbook
O'Reilly - R for Data Science. Import, Tidy, Transform, Visualize, and Model Data
O'Reilly - R Graphics Cookbook
O'Reilly - R In A Nutshell
O'Reilly - R Packages
Otexts - Forecasting. Principles And Practice (Using R)
Oxford Univ - Circular Statistics in R
Oxford Univ - Getting Started with R. An Introduction for Biologists
Oxford Univ - Making Your Case. Using R for Program Evaluation
Oxford Univ - The New Statistics with R. An Introduction for Biologists
Packt - Big Data Analytics with R
Packt - Big Data Analytics with R
Packt - Big Data Analytics with R and Hadoop
Packt - Bioinformatics with R Cookbook
Packt - Building a Recommendation System with R
Packt - Data Analysis with R
Packt - Data Manipulation with R
Packt - ggplot2 Essentials
Packt - Instant R Starter
Packt - Introduction to R for Business Intelligence
Packt - Introduction to R for Quantitative Finance
Packt - Learning Bayesian Models with R
Packt - Learning Data Mining with R
Packt - Learning Predictive Analytics with R
Packt - Learning Probabilistic Graphical Models in R
Packt - Learning Quantitative Finance with R
Packt - Learning R for Geospatial Analysis
Packt - Learning R Programming
Packt - Learning Rstudio For R Statistical Computing
Packt - Learning Shiny
Packt - Learning Social Media Analytics with R
Packt - Machine Learning with R
Packt - Machine Learning With R Cookbook
Packt - Mastering Data Analysis with R
Packt - Mastering Machine Learning with R
Packt - Mastering Parallel Programming with R
Packt - Mastering Parallel Programming with R
Packt - Mastering Predictive Analytics with R
Packt - Mastering R for Quantitative Finance
Packt - Mastering RStudio. Develop, Communicate, and Collaborate with R
Packt - Mastering Scientific Computing With R
Packt - Mastering Social Media Mining with R
Packt - Mastering Text Mining with R
Packt - Predictive Analytics Using Rattle and Qlik Sense
Packt - R Data Analysis Cookbook
Packt - R Data Mining Blueprints
Packt - R Data Science Essentials
Packt - R Data Structures and Algorithms
Packt - R Data Structures And Algorithms
Packt - R Data Visualization Cookbook
Packt - R Deep Learning Essentials
Packt - R For Data Science
Packt - R for Data Science Cookbook
Packt - R Graph Essentials
Packt - R Graphs Cookbook
Packt - R High Performance Programming
Packt - R Machine Learning By Examples
Packt - R Machine Learning Essentials
Packt - R Mining Spatial, Text, Web, and Social Media Data
Packt - R Object Oriented Programming
Packt - R Statistical Application Development by Example. Beginner's Guide
Packt - R. Data Analysis and Visualization
Packt - R. Unleash Machine Learning Techniques
Packt - RStudio for R Statistical Computing Cookbook
Packt - Simulation for Data Science with R
Packt - Social Media Mining with R
Packt - Statistical Analysis With R
Packt - Unsupervised Learning with R
Packt - Web Application Development with R Using Shiny
Quantile Regression Using R
R Development Core Team - An Introduction To R
Rmetrics - A Discussion Of Time Series Objects For R In Finance
RMetrics - Basic R for Finance
Robert Knell - Introductory R
Routledge - Latent Variable Modeling Using R
Routledge - Latent Variable Modeling With R
Rowman & Littlefield - Basic Statistics. An Introduction With R
Sage - An R And S-Plus Companion To Applied Regression
Sage - Modern Regression Techniques Using R
Springer - A Beginner’s Guide To R
Springer - A Guide To QTL Mapping With Rqtl
Springer - A Modern Approach To Regression With R
Springer - A Practical Guide to Ecological Modelling. Using R as a Simulation Platform
Springer - A Primer Of Ecology With R
Springer - A Tiny Handbook Of R
Springer - A User’s Guide to Network Analysis in R
Springer - Advances In Social Science Research Using R
Springer - An Introduction To Applied Multivariate Analysis With R
Springer - An Introduction to R for Quantitative Economics
Springer - An Introduction to Statistical Learning with Applications in R
Springer - An R And S-Plus Companion To Multivariate Analysis
Springer - Analysis Of Integrated And Cointegrated Time Series With R
Springer - Analysis Of Phylogenetics And Evolution With R
Springer - Analyzing Compositional Data With R
Springer - Analyzing Financial Data and Implementing Financial Models Using R
Springer - Applied Bayesian Statistics. With R and OpenBUGS Examples
Springer - Applied Econometrics With R
Springer - Applied Multivariate Statistics With R
Springer - Applied Spatial Data Analysis With R
Springer - Applied Statistical Genetics With R
Springer - Applied Survival Analysis Using R
Springer - Bayesian Computation With R
Springer - Bayesian Essentials with R
Springer - Bayesian Networks in R
Springer - Beginning Data Science With R
Springer - Behavioral Research Data Analysis With R
Springer - Benchmarking with DEA, SFA, and R
Springer - Bioconductor Case Studies
Springer - Biostatistics With R. An Introduction To Statistics Through Biological Data
Springer - Business Analytics for Managers
Springer - Chemometrics With R
Springer - Competing Risks And Multistate Models With R
Springer - Computational Biology. A Practical IntroductionTo BioData Processing And Analysis With Linux, MySQL And R
Springer - Computational Finance. An Introductory Course With R
Springer - Data Manipulation With R
Springer - Data Mining with Rattle and R
Springer - Data Visualisation with R
Springer - Dynamic Linear Models With R
Springer - EnvStats. An R Package for Environmental Statistics
Springer - Forest Analytics With R
Springer - Forest Analytics with R. An Introduction
Springer - Functional And Phylogenetic Ecology In R
Springer - Functional Data Analysis With R And Matlab
Springer - Geochemical Modelling of Igneous Processes. Principles And Recipes in R Language
Springer - Ggplot2. Elegant Graphics For Data Analysis
Springer - ggplot2. Elegant Graphics for Data Analysis (2nd)
Springer - Graphical Models With R
Springer - Guide To Programming And Algorithms Using R
Springer - Humanities Data In R
Springer - Interactive And Dynamic Graphics For Data Analysis. With R And Ggobi
Springer - Introducing Monte Carlo Methods With R
Springer - Introduction To Data Analysis And Graphical Presentation In Biostatistics With R
Springer - Introduction To Image Processing Using R
Springer - Introduction To Modern Portfolio Optimization With Nuopt, S-Plus And S Bayes
Springer - Introduction to Nonparametric Statistics for the Biological Sciences Using R
Springer - Introduction To Probability Simulation And Gibbs Sampling With R
Springer - Introductory Statistics With R
Springer - Introductory Time Series With R
Springer - Lattice. Multivariate Data Visualization With R
Springer - Learning Analytics in R with SNA, LSA, and MPIA
Springer - Linear Mixed-Effects Models Using R. A Step-By-Step Approach
Springer - Meta-Analysis with R
Springer - Mixed Effect Models And Extensions In Ecology With R
Springer - Modeling Binary Correlated Responses using SAS, SPSS and R
Springer - Modeling Psychophysical Data In R
Springer - Modern Actuarial Risk Theory Using R
Springer - Modern Applied Statistics With S
Springer - Modern Optimization with R
Springer - Morphometrics With R
Springer - Multistate Analysis of Life Histories with R
Springer - Multivariate Methods of Representing Relations in R for Prioritization Purposes
Springer - Multivariate Statistical Quality Control Using R
Springer - Nonlinear Regression With R
Springer - Numerical Ecology With R
Springer - Option Pricing And Estimation Of financial Models With R
Springer - Political Analysis Using R
Springer - Practical Guide To Ecological Modelling. Using R As A Simulation Platform
Springer - Primer Of Ecology With R
Springer - Primer to Analysis of Genomic Data Using R
Springer - Production And Efficiency Analysis With R
Springer - Programming With Data. A Guide To The S Language
Springer - Qualitative Comparative Analysis with R. A User’s Guide
Springer - Quality Control with R
Springer - R By Example
Springer - R For Business Analytics
Springer - R For Cloud Computing
Springer - R for Marketing Research and Analytics
Springer - R For Sas And Spss Users
Springer - R For Stata Users
Springer - R Through Excel
Springer - Régression Avec R
Springer - S Programming
Springer - Seamless R and C++ Integration with Rcpp
Springer - Simulation And Inference For Stochastic Differential Equations. With R Examples
Springer - Six Sigma With R. Statistical Engineering For Process Improvement
Springer - Software For Data Analysis. Programming With R
Springer - Solving Differential Equations In R
Springer - Spatial Database For Gps Wildlife Tracking Data
Springer - Statistical Analysis and Data Display
Springer - Statistical Analysis Of Financial Data In R
Springer - Statistical Analysis Of Financial Data In S-Plus
Springer - Statistical Analysis of Network Data with R
Springer - Statistical Methods For Environmental Epidemiology With R
Springer - Statistical Tools For Nonlinear Regression. A Practical Guide With S-Plus And R Examples
Springer - Statistics and Data Analysis for Financial Engineering. With R Examples
Springer - Statistics for Linguistics with R
Springer - Text Analysis with R for Students of Literature
Springer - The Basics Of S And S-Plus
Springer - The R Software
Springer - Time Series Analysis And Its Applications. With R Examples
Springer - Time Series Analysis And Its Applications. With R Examples (Blue Edition)
Springer - Time Series Analysis And Its Applications. With R Examples (Ez Edition)
Springer - Time Series Analysis. With Applications In R
Springer - Two-Way Analysis of Variance. Statistical Tests and Graphics Using R
Springer - Understanding Statistics Using R
Springer - Vector Generalized Linear And Additive Models With An Implementation In R
[Springer - Wavelet Methods In Statistics With R](
https://www.ama
-
zon.co.uk/s/ref=nb_sb_noss?url=search-alias%3Dstripbooks&field-keywords=Springer+-+Wavelet+Methods+In+Statistics+With+R
)
Springer - Working with the American Community Survey in R
Springer - XML and Web Technologies for Data Sciences with R
[Steven Murray - Learn R in a Day](](
https://www.amazon.co.uk/s/ref=nb_sb_noss?url=search-alias%3Dstripbooks&field-keywords=Steven+Murray+-+Learn+R+in+a+Day
)
T. Hengl - A Practical Guide to Geostatistical Mapping
Univ Washington - Using the R package Shiny to create web applications that facilitate quantitative gene expression analysis
Wiley - A Course In Statistics With R
Wiley - An Introduction to Analysis of Financial Data with R
Wiley - An Introduction to Bootstrap Methods with Applications to R
Wiley - Automated Data Collection with R. A Practical Guide to Web Scraping and Text Mining
Wiley - Basic Data Analysis For Time Series With R
Wiley - Biostatistical Design And Analysis Using R. A Practical Guide
Wiley - Complex Surveys. A Guide To Analysis Using R
Wiley - Data Mining Algorithms, Explained Using R
Wiley - Data Mining And Business Analytics With R
Wiley - Data Science And Big Data Analytics
Wiley - Financial Risk Modelling And Portfolio Optimization With R
Wiley - Guidebook To R Graphics Using Microsoft Windows
Wiley - Introduction to Statistics through Resampling Methods and R
Wiley - Introduction To Stochastic Processes With R
Wiley - Investing in mortgage and asset backed securities, + website. Financial modeling with r and open source analytics
Wiley - Mathematical Statistics With Resampling And R
Wiley - Maximum Likelihood Estimation and Inference. With Examples in R, SAS and ADMB
Wiley - Mixed Models. Theory And Applications With R
Wiley - Modern Analysis Of Customer Surveys
Wiley - Modern Industrial Statistics With Applications In R, Minitab And Jmp
Wiley - Modern Statistical Methods For Astronomy With R Applications
Wiley - Multivariate Nonparametric Regression And Visualization With R And Applications To Finance
Wiley - Multivariate Time Series Analysis. With R And Financial Applications
Wiley - Nonparametric Hypothesis Testing. Rank and Permutation Methods With Applications In R
Wiley - Option Pricing and Estimation of Financial Models with R
Wiley - Probability With R. An Introduction With Computer Science Applications
Wiley - Probability. With applications and R
Wiley - R For Dummies
Wiley - Spatial And Spatio-temporal Bayesian Models With R-INLA
Wiley - Statistical Data Analysis Explained. Applied Environmental Statistics With R
Wiley - Statistical Methods For Hospital Monitoring With R
Wiley - Statistics And Data With R
Wiley - Statistics And Data With R. An Applied Approach Through Examples
Wiley - Statistics For Censored Environmental Data Using Minitab And R
Wiley - Statistics In Psychology Using R And SPSS
Wiley - Statistics. An Introduction Using R
Wiley - Text Mining in Practice with R
Wiley - The Essential R Reference
Wiley - The R Book
Wiley - Time Series. Applications To Finance With R And S-Plus
Wrox - Beginning R
03- blogs.md
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02- packages.md
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animint
Designer Manual
Tutorial
bsplus
website
circlize
website
colorspace
HCL website
data.table
website
datadr
website
dendextend
devtools
Rstudio cheatsheet
directlabels
website
dplyr
website
DT
website](
http://rstudio.github.io/DT/
)
flextable
website
forcats
website
foreach
blog post
forecast
website
Forecasting: Principles and Practice
(book from the author)
formattable
website
funModeling
Data Science Live Book
ggally
Manual
ggedit
GitBook
rstudio::conf 2017
ggExtra
Shiny app
ggiraph
website
ggmcmc
ggplot
extension gallery
ggpmisc
website
ggpubr
website
ggsci
Website
ggtern
website
ggvis
website
glmnet
Alternativee Vignette
googleAuthR
website
googleAnalyticsR
website
h20
website
haven
website
hexjsonwidget
author blog post
highcharter
website
Hmisc
Vanderbilt Biostatistics Wiki
htmlwidgets
gallery
huxtable
website
igraph
igraph homepage
jsonlite
knitr
website
lattice
website
latticeExtra
website
lubridate
website
mapview
website
mlr
website
officer
website
plotly
website
plyr
Hadley Website
Hadley JSS Article
profvis
website
purrr
website
qualpalr
website
Quandl
website
quantmod
website
questionr
website
rbokeh
website
readr
website
readxl
website
reticulate
website
rhandsontable
website
rintrojs
website
rmarkdown
website
reference
cheatsheet
pandoc markdown
R_notebooks
flexdashboard
RMarkdown_websites
. See also
GitHub Pages
Interactive Documents
rvest
RStudio Blog Post
sf
website
shiny
RStudio GitHub examples
RStudio tutorials
RStudio webinars
FRISS Shiny-Javascript Tutorials
App Demos
ShinyEd
- Statistics education app created by Duke University
Dean Attali Website
-
GitHub repo
shinyData
Collection of shiny apps
by
Carson Sievert
teachR
- Bundle of Shiny web apps for educational use.
shinyjqui
website
shinymaterial
website
shinyWidgets
live version
sjplot
Documentation and examples
sparklyr
RStudio dedicated website
statnet
statnet Home
stringr
website
survminer
website
tibble
website
tidycensus
website
tidyquant
website
tidyr
website
tidytext
Book website
xgboost
XGBoost R Tutorial
yarrr
YaRrr! The Pirate's Guide to R
01 - main players.md
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CRAN
Downloads
Packages Task View
The R Journal
An Introduction to R (The Official Manual)
PDF
RStudio
GitHub
Blog
Shiny
RMarkdown
databases
Spark
Bookdown
Packages
people
!R_resources.md
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main players
packages
(see also
my list
of must have packages)
blogs
books
ebooks
tutorials
datacamp
edx
lynda
o'reilly
packt
safari
udemy
conferences
useR!
2017
2016
RStudio Conference
Shinydev Conf
New York R Conference
2017
2016
2015
R/Finance
2017
clear