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CopCTS (version 1.0.0)

Copula-Based Semiparametric Analysis for Time Series Data with Detection Limits

Description

Semiparametric estimation for censored time series with lower detection limit. The latent response is a sequence of stationary process with Markov property of order one. Estimation of copula parameter(COPC) and Conditional quantile estimation are included for five available copula functions. Copula selection methods based on L2 distance from empirical copula function are also included.

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Version

Install

install.packages('CopCTS')

Monthly Downloads

157

Version

1.0.0

License

GPL

Maintainer

Fuyuan Li

Last Published

December 3rd, 2018

Functions in CopCTS (1.0.0)

estCopC

Pseudo maximum likelihood estimator of the copula parameter
water

Water quality (Ammonia) data
condQestCopC

Conditional Quantile Estimation
genLatentY

Generation of data from the copula-based Markov model of order one
selectCopC

The selection of copula function