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

[Up] [Top]

Documentation for package ‘QuantileGH’ version 0.1.3

Help Pages

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 Objects from 'mixsmsn' to fmx Objects
as.fmx.Skew.normal Convert Objects from 'mixsmsn' to fmx Objects
as.fmx.Skew.t Convert Objects from 'mixsmsn' to fmx Objects
as.fmx.t Convert Objects from 'mixsmsn' to fmx Objects
as_fmx_mixsmsn Convert Objects from 'mixsmsn' to fmx Objects
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'
CK5 CK5
clusterList Clustering Observations for Creation of fmx Object
coef.fmx Parameter Estimates of fmx object
confint.fmx Confidence Interval of fmx Object
constraint_TeX TeX Label of Parameter Constraint(s) of fmx Object
crossprod_inv Inverse of X'X by QR Decomposition
CycD1 CycD1
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
dSN Skew Normal as in 'mixsmsn'
dST Skew t as in 'mixsmsn'
duplicated_allequal Determine Nearly-Equal Elements
fmx Create Finite Mixture Distribution
fmx-class Specification of fmx Class
fmx2dbl Reparameterization of fmx Object
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
Kolmogorov_dist One-Sample Kolmogorov Distance
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
mahalanobis_int A Simpler and Faster Mahalanobis Distance
mixEM_pars Names of Distribution Parameters of 'mixEM' Object
mixsmsn_skewNormal Skew Normal as in 'mixsmsn'
mixsmsn_skewT Skew t as in 'mixsmsn'
mlogis Multinomial Probabilities & Logits
nobs.fitdist Number of Observations in fitdist Object
nobs.fmx Number of Observations in fmx Object
npar.fmx Number of Parameters of fmx Object
outer_allequal Test if Two double Vectors are Element-Wise (Nearly) Equal
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
pSN Skew Normal as in 'mixsmsn'
pST Skew t as in 'mixsmsn'
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
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
show-method Show fmx Object
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
TukeyGH Tukey's g-&-h Distribution
ud_allequal Determine Nearly-Equal Elements
unique_allequal Determine Nearly-Equal Elements
user_constraint Formalize User-Specified Constraint of fmx Object
vcov.fmx Variance-Covariance of fmx Object
vuniroot2 Vectorised One Dimensional Root (Zero) Finding
z2qGH Tukey's g-&-h Distribution
[-method Subset of Components in fmx Object