R news and tutorials R bloggers
Posted by Armando Brito Mendes | Filed under estatística, matemática, software
Montes de blogs sobre R.
Here you will find daily news and tutorials about R, contributed by over 573 bloggers.
Top 3 Posts from the past 2 days
Top 9 articles of the week
- Installing R packages
- In-depth introduction to machine learning in 15 hours of expert videos
- New Version of RStudio (v0.99) Available Now
- Using apply, sapply, lapply in R
- Review of ‘Advanced R’ by Hadley Wickham
- Scatterplots
- An R Enthusiast Goes Pythonic!
- Open data sets you can use with R
- Basics of Histograms
Tags: R-software
S-PLUS & R Class Links
Posted by Armando Brito Mendes | Filed under estatística, materiais ensino, materiais para profissionais, software
montes de materiais para R e S-PLUS.
S-PLUS & R Class Links
Instructor: Richard Herrington
Why Do We Care To Use the “S” Language? Does anyone care besides us? The Association for Computing Machinery (ACM) cares
S-Plus
- Introduction to S language (S-Plus, R)
- S-Plus Windows Notes (MASS – Brian Ripley)
- S-Plus 6 Users Guide
- S-Plus 6 Users Guide to “Introduction to the Practice of Statistics”
- Datasets for “Introduction to the Practice of Statistics”
- S-Plus Tutorial
- S-Plus Website
- S-Plus Official Documentation
S-PLUS Student Edition Download (Free)
- Student Edition 6.2 – This version of S-Plus has a 20,000 cell or 1,000 row limitation; is only for educational use; is good for only one year; and is a rather large download (100+ meg).
S-PLUS Free Experimental Libraries and User Contributed Libraries
- Research Libraries – Includes: S+CorrelatedData (mixed effects generalized linear models), S+Best (B-Spline methods), S+Resample (bootstrap library), S+Bayes (bayesian analysis), S+FDA (functional data analysis).
- User Contributed Libraries
Tinn-R Script Editor
- SourceForge Download Site – Download Tinn-R Setup Files; Tinn-R can serve as a script editor and “pager” for R Console. See Tinn-R Convenient Script Editor for R on Win32 Platform
R
Download Site for the Current Windows Install Binary and R Packages
- Main CRAN Website
- CRAN Windows Binary – Installer for Win32 (also available for MacOS X and Linux
- CRAN R Package Descriptions – Pdf manuals available for packages
- R Packages Organized by Topic – Organized by discipline and methodology
Web Interfaces to R Web Servers and Example R Scripts
- R Web Interfaces – Web/browser based interfaces to R script processing on a server
- Example R Scripts – Some of these scripts run on a server and results are communicated thru a web browser
- RSS Rweb Server – Link to http:/rss.acs.unt.edu R server
R, R(D)COM and Excel
- Introduction to R – ppt
- Using R with Excel – A (D)COM Server for the Windows Platform – Benchmarks article (needs updating badly – Rich)
- R(D)COM Server Homepage – Thomas Baier
- R(D)COM Listserve Archive
- Download for single install file – R-2.4.1, R(D)COM and RExcel only
- Download for single install file – R-2.4.1 – use this file for a comprehensive install of selectable components: R, Rcmdr, R(D)COM, RExcel, rcom, gobbi, Rgobbi, and Tinn-R. R Version 2.5.0 combined install found here.
- Installing The R(D)COM server – Help Pages
- Using The R(D)COM server – Help Pages
- Using R Within Excel – Help Pages
- Duncan Temple Lang’s R (D)COM Homepage
- Duncan Temple Lang’s R (D)COM Notes
- Duncan Temple Lang’s R (D)COM Client examples– directory listing
- Duncan Temple Lang’s R (D)COM Server – examples listing
- General Computing Considerations
Tags: Excel, R-software, software estatístico
Rtips. Revival 2014!
Posted by Armando Brito Mendes | Filed under estatística, matemática, software
Montes de exemplos de R numa única longa página.
Tags: análise de dados, Estat Descritiva, inferência, R-software, software estatístico
Rice Virtual Lab in Statistics
Posted by Armando Brito Mendes | Filed under estatística, materiais ensino
Referências úteis para conceitos de estatística básica.
HyperStat Online An online statistics book with links to other statistics resources on the web. |
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Simulations/Demonstrations Java applets that demonstrate various statistical concepts. |
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Case Studies Examples of real data with analyses and interpretation |
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Analysis Lab Some basic statistical analysis tools. |
Tags: Estat Descritiva, inferência
Statistical Associates E-Book Catalog
Posted by Armando Brito Mendes | Filed under estatística, Investigação Operacional, matemática, materiais ensino
e-books grátis.
TITLE | INFO | DESCRIPTION | EDITION | FREE | KINDLE |
NO PASSWORD REQUIRED FOR TITLES IN THIS SECTION | |||||
2013 Annual Report, Statistical Associates Publishers | Info | Pages: 8. Coverage: General. | 2013 | Free | No Kindle edition |
10 Worst Statistical Mistakes and Pitfalls | Info | Coverage: For selected statistical procedures | 2015 | Free | No Kindle edition |
Creating Simulated Datasets | Info | Pages: 15. Coverage: General, SPSS. | 2012 | Free | No Kindle edition |
Game Theory | Info | Pages: 15. Coverage: General. | 2012 | Free | No Kindle edition |
Probability | Info | Pages: 15. Coverage: General, SPSS, SAS, Stata. | 2013 | Free | No Kindle edition |
Testing Statistical Assumptions | Info | Pages: 51. Coverage: General, SPSS. | 2012 | Free | Coming |
E-MONOGRAPHS: ALL $5 AT AMAZON/KINDLE | |||||
Association, Measures of | Info | Pages: 49. Coverage: General, SPSS. | 2012 | Free | Buy at Amazon |
Correlation | Info | Pages: 60. Coverage: General, SPSS, SAS, Stata. | 2013 | Free | Buy at Amazon |
Correspondence Analysis | Info | Pages: 37. Coverage: General, SPSS. | 2012 | Free | Buy at Amazon |
Crosstabulation | Info | Pages: 60. Coverage: General, SPSS, SAS, Stata. | 2013 | Free | Buy at Amazon |
Curve Fitting & Nonlinear Regression | Info | Pages: 53. Coverage: General, SPSS. | 2012 | Free | Buy at Amazon |
Discriminant Function Analysis | Info | Pages: 52. Coverage: General, SPSS. | 2012 | Free | Buy at Amazon |
Life Tables & Kaplan-Meier Analysis | Info | Pages: 32. Coverage: General, SPSS. | 2012 | Free | Buy at Amazon |
Literature Review in Research and Dissertation Writing | Info | Pages: 52. Coverage: General. | 2013 | Free | Buy at Amazon |
Multidimensional Scaling | Info | Pages: 55. Coverage: General, SPSS. | 2012 | Free | Buy at Amazon |
Network Analysis | Info | Pages: 35. Coverage: General, UCINET. | 2012 | Free | Buy at Amazon |
Ordinal Regression | Info | Pages: 93. Coverage: General, SPSS, SAS, Stata. | 2014 | Free | Buy at Amazon |
Parametric Survival Analysis (Event History Analysis) | Info | Pages: 64. Coverage: General, Stata, SAS. | 2012 | Free | Buy at Amazon |
Partial Correlation | Info | Pages: 40. Coverage: General, SPSS, SAS, Stata. | 2014 | Free | Buy at Amazon |
Path Analysis | Info | Pages: 81. Coverage: General, SPSS AMOS. SAS, Stata. | 2014 | Free | Buy at Amazon |
Power Analysis | Info | Pages: 36. Coverage: General, SPSS SamplePower, G*Power. | 2012 | Free | Buy at Amazon |
Probit Regression & Response Models | Info | Pages: 92. Coverage: General, SPSS. | 2012 | Free | Buy at Amazon |
Research Design | Info | Pages: 53. Coverage: General. | 2013 | Free | Buy at Amazon |
Scales and Measures | Info | Pages: 91. Coverage: General, SPSS, SAS, Stata, WINSTEPS, jMetric | 2013 | Free | Buy at Amazon |
Survey Research & Sampling | Info | Pages: 82. Coverage: General. | 2013 | Free | Buy at Amazon |
Two-Stage Least Squares Regression | Info | Pages: 45. Coverage: General, Stata, SPSS, SAS. | 2013 | Free | Buy at Amazon |
Variance Components Analysis | Info | Pages: 37. Coverage: General, SPSS, SAS. | 2012 | Free | Buy at Amazon |
WLS: Weighted Least Squares Regression | Info | Pages: 54. Coverage: General, SPSS, SAS, Stata. | 2013 | Free |
Tags: data mining, motores de busca
Electronic Statistics Textbook: StatSoft
Posted by Armando Brito Mendes | Filed under estatística, materiais ensino, refs bibliográficas
Uma referência muito completa sobre métodos estatísticos e de data mining.
Proper citation:
- (Electronic Version): StatSoft, Inc. (2013). Electronic Statistics Textbook. Tulsa, OK: StatSoft. WEB: http://www.statsoft.com/textbook/.
- (Printed Version): Hill, T. & Lewicki, P. (2007). STATISTICS: Methods and Applications. StatSoft, Tulsa, OK.
Overview of Elementary Concepts in Statistics. In this introduction, we will briefly discuss those elementary statistical concepts that provide the necessary foundations for more specialized expertise in any area of statistical data analysis. The selected topics illustrate the basic assumptions of most statistical methods and/or have been demonstrated in research to be necessary components of one’s general understanding of the “quantitative nature” of reality (Nisbet, et al., 1987). Because of space limitations, we will focus mostly on the functional aspects of the concepts discussed and the presentation will be very short.
Further information on each of those concepts can be found in the Introductory Overview and Examples sections of this manual and in statistical textbooks. Recommended introductory textbooks are: Kachigan (1986), and Runyon and Haber (1976); for a more advanced discussion of elementary theory and assumptions of statistics, see the classic books by Hays (1988), and Kendall and Stuart (1979).
Tags: análise de dados, data mining, Estat Descritiva, qualidade
JStor – pesquisa de livros e artigos
Posted by Armando Brito Mendes | Filed under materiais ensino, refs bibliográficas
um site com muitos livros e revistas com temas variados.
- CONTACT US
- Terms & Conditions
- ©2000-2015 ITHAKA.
All Rights Reserved. JSTOR®, the JSTOR logo, JPASS® and ITHAKA® are registered trademarks of ITHAKA.
Tags: motores de busca
Scholarpedia
Posted by Armando Brito Mendes | Filed under estatística, matemática, materiais para profissionais, refs bibliográficas
Uma alternativa à weekepedia com suposta melhor qualidade.
Welcome to Scholarpedia
the peer-reviewed open-access encyclopedia,
where knowledge is curated by communities of experts
Disseminate: share your expertise with a global audience
Pioneer: write the first persistent online review in your area of specialization
Steward: supervise the development of articles in your field
Collaborate: work with expert scientists and scholars from around the world
Learn: gain experience with scholarly writing and editing
Publish: transform your writing into a peer-reviewed article
erts
Tags: data mining, motores de busca
CRAN Task Views
Posted by Armando Brito Mendes | Filed under estatística, visualização
Uma lista de temas com uma descrição dos principais pacotes R ligados ao tema
CRAN Task Views
Bayesian | Bayesian Inference |
ChemPhys | Chemometrics and Computational Physics |
ClinicalTrials | Clinical Trial Design, Monitoring, and Analysis |
Cluster | Cluster Analysis & Finite Mixture Models |
DifferentialEquations | Differential Equations |
Distributions | Probability Distributions |
Econometrics | Econometrics |
Environmetrics | Analysis of Ecological and Environmental Data |
ExperimentalDesign | Design of Experiments (DoE) & Analysis of Experimental Data |
Finance | Empirical Finance |
Genetics | Statistical Genetics |
Graphics | Graphic Displays & Dynamic Graphics & Graphic Devices & Visualization |
HighPerformanceComputing | High-Performance and Parallel Computing with R |
MachineLearning | Machine Learning & Statistical Learning |
MedicalImaging | Medical Image Analysis |
MetaAnalysis | Meta-Analysis |
Multivariate | Multivariate Statistics |
NaturalLanguageProcessing | Natural Language Processing |
NumericalMathematics | Numerical Mathematics |
OfficialStatistics | Official Statistics & Survey Methodology |
Optimization | Optimization and Mathematical Programming |
Pharmacokinetics | Analysis of Pharmacokinetic Data |
Phylogenetics | Phylogenetics, Especially Comparative Methods |
Psychometrics | Psychometric Models and Methods |
ReproducibleResearch | Reproducible Research |
Robust | Robust Statistical Methods |
SocialSciences | Statistics for the Social Sciences |
Spatial | Analysis of Spatial Data |
SpatioTemporal | Handling and Analyzing Spatio-Temporal Data |
Survival | Survival Analysis |
TimeSeries | Time Series Analysis |
WebTechnologies | Web Technologies and Services |
gR | gRaphical Models in R |
To automatically install these views, the ctv package needs to be installed, e.g., via
install.packages("ctv")
library("ctv")
and then the views can be installed via install.views or update.views (which first assesses which of the packages are already installed and up-to-date), e.g.,
install.views("Econometrics")
or
update.views("Econometrics")
Tags: data mining, R-software, software estatístico
Montes de recursos sobre R
Posted by Armando Brito Mendes | Filed under estatística, materiais ensino, software
Muitos recursos para o R que vão de exemplos introdutórios até ao multivariado.
Do it yourself Introduction to R R is a free statistical programming language environment. It is completely free to anyone — like the air you breath is free. For more information on why everyone should be using R, see here. |
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The goal of this site is to allow someone to overcome the intimidation associated with learning the very basics of R and showing them the tools for continued usage. Let’s get started. Some assumptions: This site assumes you are using a Windows operating system and have a basic understanding of file structures and paths. You will also need to have administrator privileges in order to install R. Some of the notes linked on this page are standard HTML pages; most of the links on this page are in R script file format (they have the file extension.R). Beyond that; the site and any instructions or links on it should be self-explanatory. It is STRONGLY recommended that one progress through the modules in order. A brief explanation of this page is here. UPDATE NOTE: April 23, 2015: current R version is 3.2.0 These pages have been tested for use with Firefox, other browsers may display the pages incorrectly. |
Tags: análise de dados, data mining, Estat Descritiva, R-software, software estatístico