R Graphical Manual

Last data update: 2014.03.03

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R Release (3.2.3)
CranContrib
BioConductor
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Results 1 - 10 of 17 found.
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predict.spls (Package: spls) :

Make predictions or extract coefficients from a fitted SPLS object.

● Data Source: CranContrib
● Keywords: methods, multivariate, regression
● Alias: coef.spls, predict.spls
● 0 images

cv.spls (Package: spls) : Compute and plot cross-validated mean squared prediction error for SPLS regression

Draw heatmap of v-fold cross-validated mean squared prediction error and return optimal eta (thresholding parameter) and K (number of hidden components).

● Data Source: CranContrib
● Keywords: multivariate, regression
● Alias: cv.spls
● 0 images

sgpls (Package: spls) : Fit SGPLS classification models

Fit a SGPLS classification model.

● Data Source: CranContrib
● Keywords: models, multivariate
● Alias: sgpls
● 0 images

predict.splsda (Package: spls) :

Make predictions or extract coefficients from a fitted SPLSDA object.

● Data Source: CranContrib
● Keywords: methods, models, multivariate
● Alias: coef.splsda, predict.splsda
● 0 images

print.spls (Package: spls) : Print function for a SPLS object

Print out SPLS fit, the number and the list of selected predictors.

● Data Source: CranContrib
● Keywords: methods, multivariate, regression
● Alias: print.spls
● 0 images

ci.spls (Package: spls) : Calculate bootstrapped confidence intervals of SPLS coefficients

Calculate bootstrapped confidence intervals of coefficients of the selected predictors and generate confidence interval plots.

● Data Source: CranContrib
● Keywords: multivariate, regression
● Alias: ci.spls
● 0 images

spls-internal (Package: spls) : Internal SPLS functions

Internal SPLS functions.

● Data Source: CranContrib
● Keywords: internal
● Alias: correctp, cv.sgpls.binary, cv.sgpls.multi, cv.split, heatmap.spls, sgpls.binary, sgpls.multi, spls.dv, ust, wpls
● 0 images

spls (Package: spls) : Fit SPLS regression models

Fit a SPLS regression model.

● Data Source: CranContrib
● Keywords: multivariate, regression
● Alias: spls
● 0 images

print.sgpls (Package: spls) : Print function for a SGPLS object

Print out SGPLS fit, the number and the list of selected predictors.

● Data Source: CranContrib
● Keywords: methods, models, multivariate
● Alias: print.sgpls
● 0 images

plot.spls (Package: spls) : Plot the coefficient path of SPLS regression

Provide the coefficient path plot of SPLS regression as a function of the number of hidden components (K) when eta is fixed.

● Data Source: CranContrib
● Keywords: hplot, methods
● Alias: plot.spls
● 0 images