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

[Up] [Top]

Documentation for package ‘QuantileGH’ version 0.1.2

Help Pages

QuantileGH-package Quantile Least Mahalanobis Distance Estimator for Tukey g-&-h Mixture
add1.fmx_QLMDe Add or Drop One Possible Parameters of fmx_QLMDe Object
autoplot.fitdist Plot fitdist Object using 'ggplot2'
autoplot.fmx Plot fmx and fmx_QLMDe objects using 'ggplot2'
autoplot_fmx Plot fmx and fmx_QLMDe objects using 'ggplot2'
coef.fmx Inference for Quantile Least Mahalanobis Distance estimates
confint.fmx_QLMDe Inference for Quantile Least Mahalanobis Distance estimates
crossprod_inv Inverse of X'X by QR Decomposition
CvM_test Cramer-Von Mises Test of Goodness-of-Fit for Distribution Estimates
dfmx The Finite Mixture Distribution
dGH Tukey's g-&-h Distribution
drop1.fmx_QLMDe Add or Drop One Possible Parameters of fmx_QLMDe Object
drop1_fmx Add or Drop One Possible Parameters of fmx_QLMDe Object
duplicated_allequal Determine Nearly-Equal Elements
fmx The Finite Mixture Distribution
fmx-class Specification of fmx Class
fmx_constraint Parameter Constraint(s) of Mixture Distribution
fmx_constraint_brief Parameter Constraint(s) of Mixture Distribution
fmx_constraint_user Parameter Constraint(s) of Mixture Distribution
fmx_QLMDe-class Specification of fmx_QLMDe Class
K.fmx Number of Components in fmx and fmx_QLMDe Object
KL_dist Kullback-Leibler Divergence for Distribution Estimates
ks_test Kolmogorov-Smirnov Tests for Distribution Estimates
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
LikRatio Likelihood Ratio Test for General Models
logLik.fmx Inference for Quantile Least Mahalanobis Distance estimates
mahalanobis_int A Simpler and Faster Mahalanobis Distance
mlogis Transformation between Multinomial Probabilities & Logits
nobs.fmx_QLMDe Inference for Quantile Least Mahalanobis Distance estimates
outer_allequal Test if Two double Vectors are Element-Wise (Nearly) Equal
pfmx The Finite Mixture Distribution
pGH Tukey's g-&-h Distribution
pmlogis_first Transformation between Multinomial Probabilities & Logits
pmlogis_last Transformation between Multinomial Probabilities & Logits
qfmx The Finite Mixture Distribution
qGH Tukey's g-&-h Distribution
qGH2z Tukey's g-&-h Distribution
QLMDe Quantile Least Mahalanobis Distance estimates
QLMDinit Initial Values for Quantile Least Mahalanobis Distance (QLMD) Estimates
QLMDinit_letterValue Initial Values for Quantile Least Mahalanobis Distance (QLMD) Estimates
QLMDinit_normix Initial Values for Quantile Least Mahalanobis Distance (QLMD) Estimates
QLMDp Percentages for Quantile Least Mahalanobis Distance estimation
qmlogis_first Transformation between Multinomial Probabilities & Logits
qmlogis_last Transformation between 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 The Finite Mixture Distribution
rGH Tukey's g-&-h Distribution
S3_fmx_QLMDe Inference for Quantile Least Mahalanobis Distance estimates
show-method Show fmx and/or fmx_QLMDe Object
StepK_fmx Forward-Backward Selection of the Number of Components K
Step_fmx Backward Selection 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
vcov.fmx_QLMDe Inference for Quantile Least Mahalanobis Distance estimates
vuniroot2 Vectorised One Dimensional Root (Zero) Finding
z2qGH Tukey's g-&-h Distribution
[-method Subset of Components in fmx and/or fmx_QLMDe Object