Censored Regression with Conditional Heteroscedasticity

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Documentation for package ‘crch’ version 1.2-2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

C D E F G H I K L M P Q R S T V

-- C --

cdf.CensoredLogistic	Create a Censored Logistic Distribution
cdf.CensoredNormal	Create a Censored Normal Distribution
cdf.CensoredStudentsT	Create a Censored Student's T Distribution
cdf.TruncatedLogistic	Create a Truncated Logistic Distribution
cdf.TruncatedNormal	Create a Truncated Normal Distribution
cdf.TruncatedStudentsT	Create a Truncated Student's T Distribution
CensoredLogistic	Create a Censored Logistic Distribution
CensoredNormal	Create a Censored Normal Distribution
CensoredStudentsT	Create a Censored Student's T Distribution
coef.crch	Methods for Fitted crch Models
coef.crch.boost	Methods for Boosted crch Models
coef.hxlr	Methods for Fitted hxlr Models
crch	Censored and Truncated Regression with Conditional Heteroscedasticy
crch.boost	Auxiliary Functions for Boosting crch Models
crch.boost.fit	Auxiliary Functions for Boosting crch Models
crch.control	Control Options for crch Models
crch.fit	Censored and Truncated Regression with Conditional Heteroscedasticy
crch.stabsel	Auxiliary Functions for Stability Selection Using Boosting
crps.CensoredLogistic	Create a Censored Logistic Distribution
crps.CensoredNormal	Create a Censored Normal Distribution
crps.CensoredStudentsT	Create a Censored Student's T Distribution
crps.crch	Methods for Fitted crch Models
crps.TruncatedLogistic	Create a Truncated Logistic Distribution
crps.TruncatedNormal	Create a Truncated Normal Distribution
crps.TruncatedStudentsT	Create a Truncated Student's T Distribution

-- D --

dclogis	The Censored Logistic Distribution
dcnorm	The Censored Normal Distribution
dct	The Censored Student-t Distribution
dtlogis	The Truncated Logistic Distribution
dtnorm	The Truncated Normal Distribution
dtt	The Truncated Student-t Distribution

-- E --

estfun.crch

Methods for Fitted crch Models

-- F --

fitted.crch	Methods for Fitted crch Models
fitted.hxlr	Predictions for Fitted hxlr Models

-- G --

getSummary.crch

Methods for Fitted crch Models

-- H --

hxlr	Heteroscedastic Extended Logistic Regression
hxlr.control	Control Options for hxlr Models

-- I --

is_continuous.CensoredLogistic	Create a Censored Logistic Distribution
is_continuous.CensoredNormal	Create a Censored Normal Distribution
is_continuous.CensoredStudentsT	Create a Censored Student's T Distribution
is_continuous.TruncatedLogistic	Create a Truncated Logistic Distribution
is_continuous.TruncatedNormal	Create a Truncated Normal Distribution
is_continuous.TruncatedStudentsT	Create a Truncated Student's T Distribution
is_discrete.CensoredLogistic	Create a Censored Logistic Distribution
is_discrete.CensoredNormal	Create a Censored Normal Distribution
is_discrete.CensoredStudentsT	Create a Censored Student's T Distribution
is_discrete.TruncatedLogistic	Create a Truncated Logistic Distribution
is_discrete.TruncatedNormal	Create a Truncated Normal Distribution
is_discrete.TruncatedStudentsT	Create a Truncated Student's T Distribution

-- K --

kurtosis.CensoredLogistic	Create a Censored Logistic Distribution
kurtosis.CensoredNormal	Create a Censored Normal Distribution
kurtosis.CensoredStudentsT	Create a Censored Student's T Distribution
kurtosis.TruncatedLogistic	Create a Truncated Logistic Distribution
kurtosis.TruncatedNormal	Create a Truncated Normal Distribution
kurtosis.TruncatedStudentsT	Create a Truncated Student's T Distribution

-- L --

logLik.crch	Methods for Fitted crch Models
logLik.crch.boost	Methods for Boosted crch Models
logLik.hxlr	Methods for Fitted hxlr Models
log_pdf.CensoredLogistic	Create a Censored Logistic Distribution
log_pdf.CensoredNormal	Create a Censored Normal Distribution
log_pdf.CensoredStudentsT	Create a Censored Student's T Distribution
log_pdf.TruncatedLogistic	Create a Truncated Logistic Distribution
log_pdf.TruncatedNormal	Create a Truncated Normal Distribution
log_pdf.TruncatedStudentsT	Create a Truncated Student's T Distribution

-- M --

mean.CensoredLogistic	Create a Censored Logistic Distribution
mean.CensoredNormal	Create a Censored Normal Distribution
mean.CensoredStudentsT	Create a Censored Student's T Distribution
mean.TruncatedLogistic	Create a Truncated Logistic Distribution
mean.TruncatedNormal	Create a Truncated Normal Distribution
mean.TruncatedStudentsT	Create a Truncated Student's T Distribution
model.frame.crch	Methods for Fitted crch Models
model.matrix.crch	Methods for Fitted crch Models

-- P --

pclogis	The Censored Logistic Distribution
pcnorm	The Censored Normal Distribution
pct	The Censored Student-t Distribution
pdf.CensoredLogistic	Create a Censored Logistic Distribution
pdf.CensoredNormal	Create a Censored Normal Distribution
pdf.CensoredStudentsT	Create a Censored Student's T Distribution
pdf.TruncatedLogistic	Create a Truncated Logistic Distribution
pdf.TruncatedNormal	Create a Truncated Normal Distribution
pdf.TruncatedStudentsT	Create a Truncated Student's T Distribution
plot.crch.boost	Visualizing Coefficient Paths for Boosted crch Models
predict.crch	Predictions for Fitted crch Models
predict.crch.boost	Predictions for Boosted crch Models
predict.hxlr	Predictions for Fitted hxlr Models
print.crch	Methods for Fitted crch Models
print.crch.boost	Methods for Boosted crch Models
print.hxlr	Methods for Fitted hxlr Models
print.summary.crch	Methods for Fitted crch Models
print.summary.crch.boost	Methods for Boosted crch Models
print.summary.hxlr	Methods for Fitted hxlr Models
prodist.crch	Predictions for Fitted crch Models
ptlogis	The Truncated Logistic Distribution
ptnorm	The Truncated Normal Distribution
ptt	The Truncated Student-t Distribution

-- Q --

qclogis	The Censored Logistic Distribution
qcnorm	The Censored Normal Distribution
qct	The Censored Student-t Distribution
qtlogis	The Truncated Logistic Distribution
qtnorm	The Truncated Normal Distribution
qtt	The Truncated Student-t Distribution
quantile.CensoredLogistic	Create a Censored Logistic Distribution
quantile.CensoredNormal	Create a Censored Normal Distribution
quantile.CensoredStudentsT	Create a Censored Student's T Distribution
quantile.TruncatedLogistic	Create a Truncated Logistic Distribution
quantile.TruncatedNormal	Create a Truncated Normal Distribution
quantile.TruncatedStudentsT	Create a Truncated Student's T Distribution

-- R --

RainIbk	Precipitation Observations and Forecasts for Innsbruck
random.CensoredLogistic	Create a Censored Logistic Distribution
random.CensoredNormal	Create a Censored Normal Distribution
random.CensoredStudentsT	Create a Censored Student's T Distribution
random.TruncatedLogistic	Create a Truncated Logistic Distribution
random.TruncatedNormal	Create a Truncated Normal Distribution
random.TruncatedStudentsT	Create a Truncated Student's T Distribution
rclogis	The Censored Logistic Distribution
rcnorm	The Censored Normal Distribution
rct	The Censored Student-t Distribution
residuals.crch	Methods for Fitted crch Models
rtlogis	The Truncated Logistic Distribution
rtnorm	The Truncated Normal Distribution
rtt	The Truncated Student-t Distribution

-- S --

skewness.CensoredLogistic	Create a Censored Logistic Distribution
skewness.CensoredNormal	Create a Censored Normal Distribution
skewness.CensoredStudentsT	Create a Censored Student's T Distribution
skewness.TruncatedLogistic	Create a Truncated Logistic Distribution
skewness.TruncatedNormal	Create a Truncated Normal Distribution
skewness.TruncatedStudentsT	Create a Truncated Student's T Distribution
summary.crch	Methods for Fitted crch Models
summary.crch.boost	Methods for Boosted crch Models
summary.hxlr	Methods for Fitted hxlr Models
support.CensoredLogistic	Create a Censored Logistic Distribution
support.CensoredNormal	Create a Censored Normal Distribution
support.CensoredStudentsT	Create a Censored Student's T Distribution
support.TruncatedLogistic	Create a Truncated Logistic Distribution
support.TruncatedNormal	Create a Truncated Normal Distribution
support.TruncatedStudentsT	Create a Truncated Student's T Distribution

-- T --

terms.crch	Methods for Fitted crch Models
terms.hxlr	Methods for Fitted hxlr Models
trch	Censored and Truncated Regression with Conditional Heteroscedasticy
TruncatedLogistic	Create a Truncated Logistic Distribution
TruncatedNormal	Create a Truncated Normal Distribution
TruncatedStudentsT	Create a Truncated Student's T Distribution

-- V --

variance.CensoredLogistic	Create a Censored Logistic Distribution
variance.CensoredNormal	Create a Censored Normal Distribution
variance.CensoredStudentsT	Create a Censored Student's T Distribution
variance.TruncatedLogistic	Create a Truncated Logistic Distribution
variance.TruncatedNormal	Create a Truncated Normal Distribution
variance.TruncatedStudentsT	Create a Truncated Student's T Distribution
vcov.crch	Methods for Fitted crch Models
vcov.hxlr	Methods for Fitted hxlr Models