| KernSmooth | functions for kernel smoothing corresponding to book:
Wand, M.P. and Jones, M.C. (1995) "Kernel Smoothing"
|
| MASS | Main Library of Venables and Ripley's MASS |
| NISTnls | Nonlinear least squares examples from NIST
|
| Rnotes | Datasets from Rnotes |
| acepack | ace() and avas() for selecting regression transformations |
| akima | interpolation of irregularly spaced data |
| ash | David Scott's ASH routines |
| base | The R base package |
| bats | Basic time series modelling functions |
| bindata | Generation of Artificial Binary Data |
| boot | Bootstrap R (S-Plus) Functions (Canty) |
| bootstrap | Functions for the Book "An Introduction to the Bootstrap" |
| cclust | Convex Clustering Methods and Clustering Indexes. |
| chron | Chronological Objects which Can Handle Dates and Times |
| class | Functions for classification |
| cluster | Functions for clustering |
| coda | Output analysis and diagnostics for MCMC |
| ctest | Classical Tests |
| date | Functions for handling dates |
| e1071 | Misc Functions of the Department of Statistics (e1071), TU Wien |
| eda | Exploratory Data Analysis |
| event | Procedures for Event History Analysis |
| fracdiff | Fractionally differenced ARIMA (p,d,q) models |
| funfits | a collection of programs for curve and function fitting |
| gee | Generalized Estimation Equation solver |
| gnlm | Generalized Nonlinear Regression Models |
| growth | Normal Theory Repeated Measurements Models |
| gss | General Smoothing Splines |
| haerdle | functions from `Smoothing Techniques with Implementation in S' |
| integrate | numerical integration |
| jpn | Plot Japan's Coast Line and Prefectures |
| leaps | Regression subset selection |
| lme | Linear mixed effects library |
| lmtest | Testing linear models |
| locfit | Local Regression, Likelihood and Density Estimtion. |
| logspline | logspline density estimation |
| lqs | Resistant Regression and Covariance Estimation |
| mclust | Model-based cluster analysis |
| mda | Mixture and flexible discriminant analysis |
| mlbench | Machine Learning Benchmark Problems |
| modreg | Modern Regression: Smoothing and Local Methods |
| multilm | Fitting and Testing Multivariate Linear Models |
| multiv | Multivariate Data Analysis Routines |
| mva | Classical Multivariate Analysis |
| nls | Nonlinear regression |
| nnet | Software for feed-forward neural networks with a single
hidden layer and for multinomial log-linear models. |
| norm | Analysis of Multivariate Normal Datasets with Missing Values |
| oz | Plot the Australian coastline and states |
| pls | Partial Least Squares Regression |
| polymars | (polychotomous) regression based on Multivariate Adaptive Regression Splines
|
| polynom | A collection of functions to implement a class for
univariate polynomial manipulations |
| princurve | Fits a Principal Curve in Arbitrary Dimension |
| pspline | penalized smoothing splines. |
| quadprog | Functions to solve Quadratic Programming Problems. |
| quantreg | Quantile Regression |
| ratetables | US mortality data tables |
| rational | A few small functions to find numerical rational
approximations using a continued fraction method |
| repeated | Models for Non-normal Repeated Measurements |
| rmeta | Meta-analysis of binary data |
| rmutil | Utilities for Repeated Measurements |
| rpart | Recursive partitioning. |
| sgeostat | An Object-oriented Framework for Geostatistical Modeling in S+ |
| sm | kernel smoothing methods: Bowman & Azzalini (1997) |
| snns | R <=> SNNS Interface |
| spatial | functions for kriging and point pattern analysis |
| splines | Regression Spline Functions and Classes |
| stable | Functions related to the stable distribution and generalized linear models based on the stable distribution. |
| stepfun | Step Functions, including Empirical Distributions |
| survival4 | Survival analysis [needs library(splines)] |
| survival5 | Survival analysis [needs library(splines)] |
| tcltk | Basic interface with tcl/tk |
| timeslab | Time Series Functions
|
| tree | Classification and regression trees. |
| tripack | Triangulation of irregularly spaced data |
| ts | Time series functions |
| tseries | Library for time series analysis |
| vtcl | Interface to Visual Tcl (http://www.neuron.com/stewart/vtcl). |
| wavethresh | Software to perform wavelet statistics and transforms. |
| xgobi | Interface to the XGobi and XGvis programs for graphical
data analysis |