Index

C

center() (in module hoggorm.statTools) corrLoadingsEllipses() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method)

cvTrainAndTestData() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method)

H

hoggorm.cross_val (module) hoggorm.mat_corr_coeff (module) hoggorm.pca (module)

hoggorm.pcr (module) hoggorm.plsr1 (module) hoggorm.plsr2 (module) hoggorm.statTools (module)

K

KFold (class in hoggorm.cross_val)

L

LeaveOneLabelOut (class in hoggorm.cross_val)

LeaveOneOut (class in hoggorm.cross_val) LeavePOut (class in hoggorm.cross_val)

M

matrixRank() (in module hoggorm.statTools) modelSettings() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method)

N

nipalsPCA (class in hoggorm.pca) nipalsPCR (class in hoggorm.pcr)

nipalsPLS1 (class in hoggorm.plsr1) nipalsPLS2 (class in hoggorm.plsr2)

O

ortho() (in module hoggorm.statTools)

R

regressionCoefficients() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method)

RV2coeff() (in module hoggorm.mat_corr_coeff) RVcoeff() (in module hoggorm.mat_corr_coeff)

S

scoresRegressionCoeffs() (hoggorm.plsr2.nipalsPLS2 method) significance() (hoggorm.mat_corr_coeff.SMI method)

SMI (class in hoggorm.mat_corr_coeff) split() (in module hoggorm.cross_val) standardise() (in module hoggorm.statTools)

X

X_calExplVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_corrLoadings() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_cumCalExplVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_cumCalExplVar_indVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_cumValExplVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_cumValExplVar_indVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_loadings() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_loadingWeights() (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_means() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_MSECV() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_MSECV_indVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_MSEE() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_MSEE_indVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_predCal() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method)

X_predVal() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_PRESSCV() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_PRESSCV_indVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_PRESSE() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_PRESSE_indVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_residuals() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_RMSECV() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_RMSECV_indVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_RMSEE() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_RMSEE_indVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_scores() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_scores_predict() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) X_valExplVar() (hoggorm.pca.nipalsPCA method) (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method)

Y

Y_calExplVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_corrLoadings() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_cumCalExplVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_cumCalExplVar_indVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr2.nipalsPLS2 method) Y_cumValExplVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_cumValExplVar_indVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr2.nipalsPLS2 method) Y_loadings() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_means() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_MSECV() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_MSECV_indVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr2.nipalsPLS2 method) Y_MSEE() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_MSEE_indVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr2.nipalsPLS2 method) Y_predCal() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method)

Y_predict() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_predVal() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_PRESSCV() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_PRESSCV_indVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr2.nipalsPLS2 method) Y_PRESSE() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_PRESSE_indVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr2.nipalsPLS2 method) Y_residuals() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_RMSECV() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_RMSECV_indVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr2.nipalsPLS2 method) Y_RMSEE() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_RMSEE_indVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr2.nipalsPLS2 method) Y_scores() (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method) Y_valExplVar() (hoggorm.pcr.nipalsPCR method) (hoggorm.plsr1.nipalsPLS1 method) (hoggorm.plsr2.nipalsPLS2 method)