Uses of Interface
Facemorph.Stats.StatisticalModel

Packages that use StatisticalModel

Facemorph.Stats

Uses of StatisticalModel in Facemorph.Stats

Subinterfaces of StatisticalModel in Facemorph.Stats

interface	DataReducer This class maps a higher dimensional vector to a lower dimensional vector (and vice-versa) @Note there is not requirement for the mapping to be exactly invertable i.e.
interface	Regressor

Classes in Facemorph.Stats that implement StatisticalModel

class	BinaryLogisticRegression Implementation of Binary Logistic Regression using iteratively-reweigthed least squares algorithm.
class	DifferenceOfAverages Technically similar to a linear regressor, DifferenceOfAverages describes a function as a line connecting two points Distances along the line a scaled such that point 1 is considered to be the 0.0 point and point 2 the 1.0 point
class	ICA Independent Component Analysis
class	ImagePLS Implements an iterative version of PLS based on the method by Milidi and Reteria, "DPLS and PPLS: two PLS algorithms got large data sets." Computation Statisitics and Data Analysis vol.48 pp125-138 (2005)
class	ImageRegressor
class	NumericRegressor
class	OvercompleteSPLS
class	PCAReducer Basically a wrapper for the PCA class of BPT
class	PLSReducer
class	sPLSSVD From 'A Sparse PLS for Variable Selection when Integrating Omics data' Le Cao Rossouw Robet-Granie Besse
class	sPLSSVD_DWH A version of Le Cao's algorithm modified to be sparse on the patches not on patch
class	WaveletPLS
class	WaveletRGBPLS
class	WeightedPLS
class	WeightedPLS2