Quantile Least Mahalanobis Distance Estimator for Tukey g-&-h Mixture

Documentation for package ‘QuantileGH’ version 0.1.5

Help Pages

-- A --

add1.fmx	Drop or Add One Parameter from fmx Object
approxdens	Empirical Density Function
as.fmx	Turn Various Objects to fmx
as.fmx.fitdist	Convert fitdist Objects to fmx Objects
as.fmx.mixEM	Convert 'mixEM' Objects to fmx Objects
as.fmx.Normal	Convert 'Normal' fit from 'mixsmsn' to fmx
as.fmx.Skew.normal	Convert 'Skew.normal' fit from 'mixsmsn' to fmx
as.fmx.Skew.t	Convert 'Skew.t' fit from 'mixsmsn' to fmx
as.fmx.t	Convert 'Normal' fit from 'mixsmsn' to fmx
autolayer_fmx_continuous	Create layer for Continuous fmx Objects
autolayer_fmx_discrete	Create layer for Discrete fmx Objects
autoplot.fmx	Plot fmx Objects using 'ggplot2'
autoplot.fmxS	Plot fmxS Object

-- C --

CK5	CK5
clusterList	Clustering Observations for Creation of fmx Object
coef.fmx	Parameter Estimates of fmx object
confint.fmx	Confidence Interval of fmx Object
CramerVonMises_fmx	Diagnoses for fmx Estimates
crossprod_inv	Inverse of X'X by QR Decomposition
CycD1	CycD1

-- D --

dbl2fmx	Inverse of 'fmx2dbl()', for internal use
dfmx	Density, Distribution and Quantile of Finite Mixture Distribution
dGH	Tukey's g-&-h Distribution
distArgs	Name(s) of Formal Argument(s) of Distribution
distType	Distribution Type
dist_logtrans	Distribution Parameters that needs to have a log-transformation
drop1.fmx	Drop or Add One Parameter from fmx Object
drop1_fmx	Drop or Add One Parameter from fmx Object
duplicated_allequal	Determine Nearly-Equal Elements

-- F --

fmx	Create Finite Mixture Distribution
fmx-class	Specification of fmx Class
fmx2dbl	Reparameterization of fmx Object
fmxS	fmxS: Multiple fmx objects
fmxS-class	fmxS: Multiple fmx objects
fmx_cluster	Naive Estimates of Finite Mixture Distribution via Clustering
fmx_constraint	Parameter Constraint(s) of Mixture Distribution
fmx_diagnosis	Diagnoses for fmx Estimates
fmx_hybrid	Best Naive Estimates for Finite Mixture Distribution
fmx_normix	Naive Estimates of Finite Mixture Distribution using Mixture of Normal

-- G --

geom_function_args	geom_function with Multiple Sets of Arguments
getTeX	TeX Label (of Parameter Constraint(s)) of fmx Object

-- K --

Kolmogorov_dist	One-Sample Kolmogorov Distance
Kolmogorov_fmx	Diagnoses for fmx Estimates
KullbackLeibler_fmx	Diagnoses for fmx Estimates

-- L --

letterValue	Letter-Value Estimation of Tukey g-&-h Distribution
letterV_B	Letter-Value Estimation of Tukey g-&-h Distribution
letterV_B_g_h	Letter-Value Estimation of Tukey g-&-h Distribution
letterV_B_h	Letter-Value Estimation of Tukey g-&-h Distribution
letterV_g	Letter-Value Estimation of Tukey g-&-h Distribution
logLik.fitdist	Log-Likelihood of fitdist Object
logLik.fmx	Log-Likelihood of fmx Object
logLik.mixEM	Log-Likelihood of "mixEM" Object

-- M --

mahalanobis_int	A Simpler and Faster Mahalanobis Distance
mixEM_pars	Names of Distribution Parameters of "mixEM" Object
mlogis	Multinomial Probabilities & Logits
moment-class	Raw, Central and Standardized Moments, and other Distribution Characteristics
moment_	Raw, Central and Standardized Moments, and other Distribution Characteristics
moment_.character	Raw, Central and Standardized Moments, and other Distribution Characteristics
moment_.fmx	Raw, Central and Standardized Moments, and other Distribution Characteristics
moment_GH	Raw, Central and Standardized Moments, and other Distribution Characteristics
moment_norm	Raw, Central and Standardized Moments, and other Distribution Characteristics
moment_sn	Raw, Central and Standardized Moments, and other Distribution Characteristics
moment_st	Raw, Central and Standardized Moments, and other Distribution Characteristics

-- N --

nobs.fitdist	Number of Observations in fitdist Object
nobs.fmx	Number of Observations in fmx Object
npar.fmx	Number of Parameters of fmx Object

-- O --

Test if Two double Vectors are Element-Wise (Nearly) Equal

-- P --

pfmx	Density, Distribution and Quantile of Finite Mixture Distribution
pGH	Tukey's g-&-h Distribution
pmlogis_first	Multinomial Probabilities & Logits
pmlogis_last	Multinomial Probabilities & Logits
print.fmx	S3 print of fmx Object

-- Q --

qfmx	Density, Distribution and Quantile of Finite Mixture Distribution
qGH	Tukey's g-&-h Distribution
qGH2z	Tukey's g-&-h Distribution
QLMDe	Quantile Least Mahalanobis Distance estimates
QLMDe_stepK	Forward Selection of the Number of Components K
QLMDp	Percentages for Quantile Least Mahalanobis Distance estimation
qmlogis_first	Multinomial Probabilities & Logits
qmlogis_last	Multinomial Probabilities & Logits
quantile_vcov	Variance-Covariance of Quantiles

-- R --

reAssign	Re-Assign Observations Trimmed Prior to Trimmed k-Means Clustering
reAssign.tkmeans	Re-Assign Observations Trimmed Prior to Trimmed k-Means Clustering
rfmx	Density, Distribution and Quantile of Finite Mixture Distribution
rGH	Tukey's g-&-h Distribution

-- S --

show-method	Show fmx Object
show-method	Show moment
sort.mixEM	Sort "mixEM" Object by First Parameters
sort.Normal	Sort Objects from 'mixsmsn' by Location Parameters
sort.Skew.normal	Sort Objects from 'mixsmsn' by Location Parameters
sort.Skew.t	Sort Objects from 'mixsmsn' by Location Parameters
sort.t	Sort Objects from 'mixsmsn' by Location Parameters
sort_mixsmsn	Sort Objects from 'mixsmsn' by Location Parameters
step_fmx	Forward Selection of gh-parsimonious Model with Fixed Number of Components K

-- T --

Tukey's g-&-h Distribution

-- U --

ud_allequal	Determine Nearly-Equal Elements
unique_allequal	Determine Nearly-Equal Elements
user_constraint	Formalize User-Specified Constraint of fmx Object

-- V --

vcov.fmx	Variance-Covariance of fmx Object
vuniroot2	Vectorised One Dimensional Root (Zero) Finding

-- Z --

Tukey's g-&-h Distribution

-- misc --

Subset of Components in fmx Object