Last data update: 2014.03.03

Data Source

R Release (3.2.3)
CranContrib
BioConductor
All

Data Type

Packages
Functions
Images
Data set

Classification

Results 1 - 10 of 11 found.
[1] < 1 2 > [2]  Sort:

plot.dr (Package: dr) : Basic plot of a dr object

Plots selected direction vectors determined by a dimension reduction regression fit. By default, the pairs function is used for plotting, but the user can use any other graphics command that is appropriate.
● Data Source: CranContrib
● Keywords: regression
● Alias: plot.dr
● 0 images

dr.permutation.test (Package: dr) : Permutation tests of dimension for dr

Approximates marginal dimension test significance levels for sir, save, and phd by sampling from the permutation distribution.
● Data Source: CranContrib
● Keywords: regression
● Alias: dr.permutation.test, dr.permutation.test.statistic
● 0 images

dr.directions (Package: dr) : Directions selected by dimension reduction regressiosn

Dimension reduction regression returns a set of up to p orthogonal direction vectors each of length p, the first d of which are estimates a basis of a d dimensional central subspace. The function returns the estimated directions in the original n dimensional space for plotting.
● Data Source: CranContrib
● Keywords: regression
● Alias: dr.basis, dr.basis.default, dr.basis.ire, dr.direction, dr.direction.default, dr.direction.ire, dr.directions
● 0 images

dr.x (Package: dr) : Accessor functions for data in dr objects

Accessor functions for dr objects.
● Data Source: CranContrib
● Keywords: internal
● Alias: dr.x, dr.y, dr.z
● 0 images

coord.hyp.basis (Package: dr) : Internal function to find the basis of a subspace

If a dimension reduction object has p dimension, returns a p \times r matrix whose columns space a subspace specified by a formula.
● Data Source: CranContrib
● Keywords: internal
● Alias: coord.hyp.basis
● 0 images

dr (Package: dr) : Main function for dimension reduction regression

This is the main function in the dr package. It creates objects of class dr to estimate the central (mean) subspace and perform tests concerning its dimension. Several helper functions that require a dr object can then be applied to the output from this function.
● Data Source: CranContrib
● Keywords: regression
● Alias: dr, dr.compute
● 0 images

drop1.dr (Package: dr) : Sequential fitting of coordinate tests using a dr object

This function implements backward elimination using a dr object for which a dr.coordinate.test is defined, currently for SIR SAVE, IRE and PIRE.
● Data Source: CranContrib
● Keywords: regression
● Alias: dr.step, drop1.dr
● 0 images

dr.coordinate.test (Package: dr) : Dimension reduction tests

Functions to compute various tests concerning the dimension of a central subspace.
● Data Source: CranContrib
● Keywords: regression
● Alias: dr.coordinate.test, dr.coordinate.test.default, dr.coordinate.test.ire, dr.coordinate.test.pire, dr.coordinate.test.save, dr.coordinate.test.sir, dr.joint.test, dr.joint.test.default, dr.joint.test.ire, dr.joint.test.pire, dr.test
● 0 images

dr.pvalue (Package: dr) : Compute the Chi-square approximations to a weighted

Returns an approximate quantile for a weighted sum of independent χ^2(1) random variables.
● Data Source: CranContrib
● Keywords: regression
● Alias: bentlerxie.pvalue, dr.pvalue, wood.pvalue
● 0 images

dr.weights (Package: dr) : Estimate weights for elliptical symmetry

This function estimate weights to apply to the rows of a data matrix to make the resulting weighted matrix as close to elliptically symmetric as possible.
● Data Source: CranContrib
● Keywords: regression
● Alias: dr.weights
● 0 images