Likelihood-Based Inference for Time Series Extremes


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Documentation for package ‘lite’ version 1.1.1

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lite-package lite: Likelihood-Based Inference for Time Series Extremes
Bernoulli Frequentist inference for the Bernoulli distribution
blite Bayesian threshold-based inference for time series extremes
bliteMethods Methods for objects of class '"blite"'
coef.Bernoulli Frequentist inference for the Bernoulli distribution
coef.blite Methods for objects of class '"blite"'
coef.flite Methods for objects of class '"flite"'
coef.GP Frequentist inference for the generalised Pareto distribution
confint.blite Methods for objects of class '"blite"'
confint.flite Methods for objects of class '"flite"'
estfun Functions for the 'estfun' method
estfun.Bernoulli Functions for the 'estfun' method
estfun.GP Functions for the 'estfun' method
fitBernoulli Frequentist inference for the Bernoulli distribution
fitGP Frequentist inference for the generalised Pareto distribution
flite Frequentist threshold-based inference for time series extremes
fliteMethods Methods for objects of class '"flite"'
generalisedPareto Frequentist inference for the generalised Pareto distribution
gpObsInfo Frequentist inference for the generalised Pareto distribution
logLik.Bernoulli Frequentist inference for the Bernoulli distribution
logLik.flite Methods for objects of class '"flite"'
logLik.GP Frequentist inference for the generalised Pareto distribution
logLik.logLikVector Functions for log-likelihood contributions
logLikVector Functions for log-likelihood contributions
logLikVector.Bernoulli Functions for log-likelihood contributions
logLikVector.GP Functions for log-likelihood contributions
nobs.Bernoulli Frequentist inference for the Bernoulli distribution
nobs.blite Methods for objects of class '"blite"'
nobs.flite Methods for objects of class '"flite"'
nobs.GP Frequentist inference for the generalised Pareto distribution
plot.blite Methods for objects of class '"blite"'
plot.flite Methods for objects of class '"flite"'
plot.returnLevel Methods for objects of class '"returnLevel"'
predict.blite Predictive inference for the largest value observed in N years.
print.returnLevel Methods for objects of class '"returnLevel"'
print.summary.blite Methods for objects of class '"blite"'
print.summary.flite Methods for objects of class '"flite"'
print.summary.returnLevel Methods for objects of class '"returnLevel"'
returnLevel Frequentist threshold-based inference for return levels
returnLevelMethods Methods for objects of class '"returnLevel"'
summary.blite Methods for objects of class '"blite"'
summary.flite Methods for objects of class '"flite"'
summary.returnLevel Methods for objects of class '"returnLevel"'
vcov.Bernoulli Frequentist inference for the Bernoulli distribution
vcov.blite Methods for objects of class '"blite"'
vcov.flite Methods for objects of class '"flite"'
vcov.GP Frequentist inference for the generalised Pareto distribution
_PACKAGE lite: Likelihood-Based Inference for Time Series Extremes