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


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Documentation for package ‘QuantileGH’ version 0.1.1

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QuantileGH-package Quantile Least Mahalanobis Distance Estimator for Tukey g-&-h Mixture
add1.fmx_QLMDe Add or Drop All Possible Parameters of 'fmx_QLMDe' Object
allequal Determine Duplicate Elements by 'all.equal.numeric'
allequal_dbl Determine Duplicate Elements by 'all.equal.numeric'
autoplot.fmx Plot 'fmx' and 'fmx_QLMDe' object using vanilla R and/or 'ggplot2'
autoplot.fmx_QLMDe Plot 'fmx' and 'fmx_QLMDe' object using vanilla R and/or 'ggplot2'
clust_fmx Estimates of Finite Mixture Distribution ('linkS4class{fmx}') via Clustering
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 All Possible Parameters of 'fmx_QLMDe' Object
drop1_fmx Add or Drop All Possible Parameters of 'fmx_QLMDe' Object
duplicated_allequal Determine Duplicate Elements by 'all.equal.numeric'
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
Hoaglin_GH Hoaglin's Letter-Value-Based method For Estimation of Tukey g-&-h distribution and its constrained versions (g-distribution, h-distribution)
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
LikRatio Likelihood Ratio Test for General Models
logLik.fmx_QLMDe 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
pfmx The Finite Mixture Distribution
pGH Tukey's g-&-h Distribution
plot.fmx Plot 'fmx' and 'fmx_QLMDe' object using vanilla R and/or 'ggplot2'
plot.fmx_QLMDe Plot 'fmx' and 'fmx_QLMDe' object using vanilla R and/or 'ggplot2'
plot_fmx Plot 'fmx' and 'fmx_QLMDe' object using vanilla R and/or 'ggplot2'
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
QLMDp Percentages for Quantile Least Mahalanobis Distance estimation
qmlogis_first Transformation between Multinomial Probabilities & Logits
qmlogis_last Transformation between Multinomial Probabilities & Logits
QuantileGH Quantile Least Mahalanobis Distance Estimator for Tukey g-&-h Mixture
quantile_vcov Variance-Covariance of Quantiles
reAssign Re-Assign Observations Trimmed Prior to Clustering
reAssign.tkmeans Re-Assign Observations Trimmed Prior to Clustering
rfmx The Finite Mixture Distribution
rGH Tukey's g-&-h Distribution
S3_fmx_QLMDe Inference for Quantile Least Mahalanobis Distance estimates
show-method Documentation for S4 Generic 'show'
show_S4 Documentation for S4 Generic 'show'
StepK_fmx Forward-Backward Selection of the Number of Components K
Step_fmx Backward Selection gh-parsimonious Model with Fixed Number of Components
TukeyGH Tukey's g-&-h Distribution
unique_allequal Determine Duplicate Elements by 'all.equal.numeric'
vcov.fmx_QLMDe Inference for Quantile Least Mahalanobis Distance estimates
vuniroot2 A Slight Modification of 'vuniroot'
z2qGH Tukey's g-&-h Distribution
[-method Subset of Components in 'fmx' and/or 'fmx_QLMDe' Object