[R] topical guide to R packages
Vivek Rao
rvivekrao at yahoo.com
Sat Jul 16 19:17:30 CEST 2005
I would like to see R packages arranged by topic. CRAN
Task Views are at
http://lib.stat.cmu.edu/R/CRAN/src/contrib/Views/ ,
but I'd like something more detailed. For example, the
IMSL Fortran library, version 4 is easy to navigate
and has procedures arranged according to following
topics:
Basic Statistics
Regression
Correlation
Analysis of Variance
Categorical and Discrete Data Analysis
Nonparametric Statistics
Tests of Goodness of FIt and Randomness
Time Series Analysis and Forecasting
Covariance Structures and Factor Analysis
Discriminant Analysis
Cluster Analysis
Sampling
Survival Analysis, Life Testing, and Reliability
Multidimensional Scaling
Density and Hazard Estimation
Line Printer Graphics
Probability Distribution Functions and Inverses
Random Number Generation
Utilities
As a start, here are the R packages I know of for time
series analysis:
dyn: Time Series Regression
dynlm: Dynamic Linear Regression
GeneTS: Microarray Time Series and Network Analysis
its: Irregular Time Series
sspir: State Space Models in R
tseries: Time series analysis and computational
finance
urca: Unit root and cointegration tests for time
series data
uroot: Unit root tests and graphics for seasonal time
series
I would like to see lists corresponding to other
categories of IMSL. Another classification system is
GAMS at http://gams.nist.gov/Classes.plain . Section
L, "Statistics, probability", would be relevant.
Regards,
Vivek Rao
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