KernSmooth | functions for kernel smoothing corresponding to book:
Wand, M.P. and Jones, M.C. (1995) "Kernel Smoothing"
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MASS | Main Library of Venables and Ripley's MASS |
NISTnls | Nonlinear least squares examples from NIST
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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
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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
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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 |