225 citations · 225 across the 2 of their papers we have counts for
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exdqlm: An R Package for Estimation and Analysis of Flexible Dynamic Quantile Linear Models
Antonio De Leon, Raquel Barata, Raquel Prado +1
We present the R package exdqlm for Bayesian quantile regression, with primary emphasis on dynamic state-space quantile models for time series. The package is built around extended…
Mixture Modeling for Temporal Point Processes with Memory
Xiaotian Zheng, Athanasios Kottas, Bruno Sansó
We propose a constructive approach to building temporal point processes that incorporate dependence on their history. The dependence is modeled through the conditional density of t…
Large Multi-scale Spatial Kriging Using Tree Shrinkage Priors
Rajarshi Guhaniyogi, Bruno Sanso
We develop a multiscale spatial kernel convolution technique with higher order functions to capture fine scale local features and lower order terms to capture large scale features.…