Package index • densityratio

All functions

colon: colon

create_bivariate_plot(): Bivariate plot

create_univariate_plot(): Univariate plot

denominator_data: denominator_data

denominator_small: denominator_small

distance: Create a Gram matrix with squared Euclidean distances between observations in the input matrix X and the input matrix Y

dr.histogram() plot(<ulsif>) plot(<kliep>) plot(<kmm>) plot(<spectral>) plot(<lhss>) plot(<naivedensityratio>): A histogram of density ratio estimates

insurance: insurance

kernel_gaussian: Create gaussian kernel gram matrix from distance matrix

kidiq: kidiq

kliep(): Kullback-Leibler importance estimation procedure

kmm(): Kernel mean matching approach to density ratio estimation

lhss(): Least-squares heterodistributional subspace search

naive(): Naive density ratio estimation

numerator_data: numerator_data

numerator_small: numerator_small

permute(): Single permutation

plot_bivariate(): Densityratio in two-dimensional plot

plot_univariate(): Scatter plot of density ratios and individual variables

predict(<kliep>): Obtain predicted density ratio values from a kliep object

predict(<kmm>): Obtain predicted density ratio values from a kmm object

predict(<lhss>): Obtain predicted density ratio values from a lhss object

predict(<naivedensityratio>): Obtain predicted density ratio values from a naivedensityratio object

predict(<spectral>): Obtain predicted density ratio values from a spectral object

predict(<ulsif>): Obtain predicted density ratio values from a ulsif object

print(<kliep>): Print a kliep object

print(<kmm>): Print a kmm object

print(<lhss>): Print a lhss object

print(<naivedensityratio>): Print a naivedensityratio object

print(<spectral>): Print a spectral object

print(<summary.kliep>): Print a summary.kliep object

print(<summary.kmm>): Print a summary.kmm object

print(<summary.lhss>): Print a summary.lhss object

print(<summary.naivedensityratio>): Print a summary.naivedensityratio object

print(<summary.spectral>): Print a summary.spectral object

print(<summary.ulsif>): Print a summary.ulsif object

print(<ulsif>): Print a ulsif object

spectral(): Spectral series based density ratio estimation

summary(<kliep>): Extract summary from kliep object, including two-sample significance test for homogeneity of the numerator and denominator samples

summary(<kmm>): Extract summary from kmm object, including two-sample significance test for homogeneity of the numerator and denominator samples

summary(<lhss>): Extract summary from lhss object, including two-sample significance test for homogeneity of the numerator and denominator samples

summary(<naivedensityratio>): Extract summary from naivedensityraito object, including two-sample significance test for homogeneity of the numerator and denominator samples

summary(<spectral>): Extract summary from spectral object, including two-sample significance test for homogeneity of the numerator and denominator samples

summary(<ulsif>): Extract summary from ulsif object, including two-sample significance test for homogeneity of the numerator and denominator samples

ulsif(): Unconstrained least-squares importance fitting