# Multivariate Generalized Kernel Smoothing and Related Statistical Methods

## Documentation for package ‘probhat’ version 0.4.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

A B C D E I K L M N P Q R S T U misc

## -- A --

as.list.dset | Convert Distribution Sets to Lists
auto.cbw | Bandwidth Selection
auto.dbw | Bandwidth Selection

## -- B --

Bandwidth Selection | Bandwidth Selection
BELL.SPLINE | Kernel Objects
Bell.Spline-class | Kernel Objects
BIWEIGHT.CKERNEL | Kernel Objects
Biweight.CKernel-class | Kernel Objects
BVMatrix-class | Bivariate Density/etc Matrices

## -- C --

CAT | Categorical Models
Categorical Distributions | Categorical Models
ccdf-class | Kernel Objects
ccdfuv-class | Kernel Objects
cdf.cat | Succinct Constructors
cdf.cks | Succinct Constructors
cdf.dks | Succinct Constructors
cdf.el | Succinct Constructors
cdfc.cat | Categorical Models
cdfc.cks | Continuous Kernel Smoothing Models
cdfc.gmix | Conditional Distributions with Mixed Categorical-Continuous Input
cdfc.xmix | Conditional Distributions with Mixed Categorical-Continuous Input
cdfmv.cks | Continuous Kernel Smoothing Models
cdfmvc.cks | Continuous Kernel Smoothing Models
cdfuv.cat | Categorical Models
cdfuv.cks | Continuous Kernel Smoothing Models
cdfuv.dks | Discrete Kernel Smoothing Models
cdfuv.el | Empirical-Like Models
cdfuv.gset.cks | Distribution Sets
cdfuv.gset.el | Distribution Sets
cdfuv.mset.cks | Distribution Sets
cdfuv.mset.el | Distribution Sets
central.moment | Moment-Based Statistics
chqf.cks | Continuous Kernel Smoothing Models
CKernel-class | Kernel Objects
CKS | Continuous Kernel Smoothing Models
Conditional Distributions with Mixed Input Types | Conditional Distributions with Mixed Categorical-Continuous Input
Continuous Kernel Smoothing | Continuous Kernel Smoothing Models
cpd-class | Kernel Objects
cpduv-class | Kernel Objects
cset | Distribution Sets

## -- D --

dcdf-class | Kernel Objects
dcdfuv-class | Kernel Objects
deciles | Order-Based Summary Statistics
Discrete Kernel Smoothing | Discrete Kernel Smoothing Models
discretized.kernel | Kernel Objects
Distribution Sets | Distribution Sets
DKernel-class | Kernel Objects
DKS | Discrete Kernel Smoothing Models
dpd-class | Kernel Objects
dpduv-class | Kernel Objects

## -- E --

Empirical-Like Distributions | Empirical-Like Models
EPANECHNIKOV.CKERNEL | Kernel Objects
Epanechnikov.CKernel-class | Kernel Objects

## -- I --

iqr | Robust Statistics
is.cat | Is Functions
is.ccdf | Is Functions
is.ccdfc | Is Functions
is.ccdfmv | Is Functions
is.ccdfmvc | Is Functions
is.ccdfuv | Is Functions
is.cchqf | Is Functions
is.cks | Is Functions
is.cpd | Is Functions
is.cpdc | Is Functions
is.cpdmv | Is Functions
is.cpdmvc | Is Functions
is.cpduv | Is Functions
is.cqf | Is Functions
is.cqfc | Is Functions
is.cqfuv | Is Functions
is.dcdf | Is Functions
is.dcdfc | Is Functions
is.dcdfuv | Is Functions
is.dks | Is Functions
is.dpd | Is Functions
is.dpdc | Is Functions
is.dpduv | Is Functions
is.dqf | Is Functions
is.dqfc | Is Functions
is.dqfuv | Is Functions
is.el | Is Functions
is.gmix | Is Functions
is.pdf | Is Functions
is.pdfc | Is Functions
is.pdfmv | Is Functions
is.pdfmvc | Is Functions
is.pdfuv | Is Functions
is.pduv | Is Functions
is.phmodel | Is Functions
is.phob | Is Functions
is.phpd | Is Functions
is.phspline | Is Functions
is.pmf | Is Functions
is.pmfc | Is Functions
is.pmfuv | Is Functions
is.xmix | Is Functions

## -- K --

Kernel-class | Kernel Objects
Kernels | Kernel Objects

## -- L --

lines.phob | Bridging Functions
list.ckernels | Pairwise Kernel Arrays

## -- M --

max.cpd | Range and Sequence Functions
max.dpd | Range and Sequence Functions
mf.cFh | Mockup Function Objects
mf.cfh | Mockup Function Objects
mf.cFh.mv | Mockup Function Objects
mf.cfh.mv | Mockup Function Objects
mf.cFht | Mockup Function Objects
mf.chFht | Mockup Function Objects
mf.dFh | Mockup Function Objects
mf.dfh | Mockup Function Objects
mf.dFht | Mockup Function Objects
mf.gFh | Mockup Function Objects
mf.gfh | Mockup Function Objects
mf.gFht | Mockup Function Objects
min.cpd | Range and Sequence Functions
min.dpd | Range and Sequence Functions
min1 | Other Functions
Mockup Function Objects | Mockup Function Objects
moment | Moment-Based Statistics

## -- N --

names.phob | Bridging Functions
ntile.names | Order-Based Summary Statistics
ntiles | Order-Based Summary Statistics

## -- P --

pdf-class | Kernel Objects
pdf.cks | Succinct Constructors
pdfc.cks | Continuous Kernel Smoothing Models
pdfc.xmix | Conditional Distributions with Mixed Categorical-Continuous Input
pdfmv.cks | Continuous Kernel Smoothing Models
pdfmv.gset.cks | Distribution Sets
pdfmvc.cks | Continuous Kernel Smoothing Models
pdfuv-class | Kernel Objects
pdfuv.cks | Continuous Kernel Smoothing Models
pdfuv.gset.cks | Distribution Sets
pdfuv.mset.cks | Distribution Sets
pdist | Distance Matrices
ph.kurtosis | Moment-Based Statistics
ph.linesf | Bridging Functions
ph.linesf.cpduv | Model Plot Methods
ph.mean | Moment-Based Statistics
ph.median | Robust Statistics
ph.mode | Mode Estimation
ph.modes | Mode Estimation
ph.namesf | Bridging Functions
ph.namesf.phmodel | Names Methods
ph.plotf | Bridging Functions
ph.plotf.catc | Model Plot Methods
ph.plotf.catuv | Model Plot Methods
ph.plotf.CKernel | Kernel Plot Methods
ph.plotf.cksc | Model Plot Methods
ph.plotf.cksmv | Model Plot Methods
ph.plotf.cksmvc | Model Plot Methods
ph.plotf.cksuv | Model Plot Methods
ph.plotf.DKernel | Kernel Plot Methods
ph.plotf.dksuv | Model Plot Methods
ph.plotf.eluv | Model Plot Methods
ph.plotf.gmix | Model Plot Methods
ph.plotf.ph4.gset | Other Plot Methods
ph.plotf.ph4.mset | Other Plot Methods
ph.plotf.xmix | Model Plot Methods
ph.printf | Bridging Functions
ph.printf.dset | Print Methods
ph.printf.Kernel | Print Methods
ph.printf.phmodel | Print Methods
ph.quantile | Robust Statistics
ph.reflect.demo | Other Functions
ph.sd | Moment-Based Statistics
ph.skewness | Moment-Based Statistics
ph.var | Moment-Based Statistics
ph4.BVMatrix | Bivariate Density/etc Matrices
ph4.pcomp2 | Distance Matrices
phob-class | Kernel Objects
phpd-class | Kernel Objects
plot.phob | Bridging Functions
plot_cpd | Plots of Continuous Univariate Models
plot_cpd_bv | Plots of Continuous Multivariate Models
plot_cpd_tv | Plots of Continuous Multivariate Models
plot_dpd | Plots of Discrete Univariate Models
plot_kernel_array | Pairwise Kernel Arrays
pmf-class | Kernel Objects
pmf.cat | Succinct Constructors
pmf.dks | Succinct Constructors
pmfc.cat | Categorical Models
pmfc.gmix | Conditional Distributions with Mixed Categorical-Continuous Input
pmfuv-class | Kernel Objects
pmfuv.cat | Categorical Models
pmfuv.dks | Discrete Kernel Smoothing Models
prep.ph.data | Other Functions
print.phob | Bridging Functions
probmv | Multivariate Probabilities
psv | Distance Matrices
pwith | Multivariate Probabilities
pwith.cksmv | Multivariate Probabilities
pwith.cksuv | Multivariate Probabilities

## -- Q --

qf.cat | Succinct Constructors
qf.cks | Succinct Constructors
qf.dks | Succinct Constructors
qf.el | Succinct Constructors
qfc.cat | Categorical Models
qfc.cks | Continuous Kernel Smoothing Models
qfc.gmix | Conditional Distributions with Mixed Categorical-Continuous Input
qfc.xmix | Conditional Distributions with Mixed Categorical-Continuous Input
qfuv.cat | Categorical Models
qfuv.cks | Continuous Kernel Smoothing Models
qfuv.dks | Discrete Kernel Smoothing Models
qfuv.el | Empirical-Like Models
qfuv.gset.cks | Distribution Sets
qfuv.gset.el | Distribution Sets
qfuv.mset.cks | Distribution Sets
qfuv.mset.el | Distribution Sets
quartiles | Order-Based Summary Statistics

## -- R --

range.cpd | Range and Sequence Functions
range.dpd | Range and Sequence Functions
raw.moment | Moment-Based Statistics
rng | Random Numbers

## -- S --

seq.cpduv | Range and Sequence Functions
seq.dpduv | Range and Sequence Functions
set.ph.options | Global Options
set.ph.theme | Global Options
standardized.moment | Moment-Based Statistics
Succinct Constructors | Succinct Constructors

## -- T --

TRGAUSSIAN.CKERNEL | Kernel Objects
TrGaussian.CKernel-class | Kernel Objects
TRIANGULAR.CKERNEL | Kernel Objects
Triangular.CKernel-class | Kernel Objects
TRICUBE.CKERNEL | Kernel Objects
Tricube.CKernel-class | Kernel Objects
TRIWEIGHT.CKERNEL | Kernel Objects
Triweight.CKernel-class | Kernel Objects

## -- U --

UNIFORM.CKERNEL | Kernel Objects
Uniform.CKernel-class | Kernel Objects

## -- misc --

%$% | Temporary/Deprecated Functions
%$%<- | Temporary/Deprecated Functions