225 citations · 484 across the 5 of their papers we have counts for
6 papers
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.…
Nonparametric Reconstruction of the Dark Energy Equation of State from Diverse Data Sets
Tracy Holsclaw, Ujjaini Alam, Bruno Sanso +4
The cause of the accelerated expansion of the Universe poses one of the most fundamental questions in physics today. In the absence of a compelling theory to explain the observatio…
Nonparametric Dark Energy Reconstruction from Supernova Data
Tracy Holsclaw, Ujjaini Alam, Bruno Sanso +4
Understanding the origin of the accelerated expansion of the Universe poses one of the greatest challenges in physics today. Lacking a compelling fundamental theory to test, observ…
Nonparametric Reconstruction of the Dark Energy Equation of State
Tracy Holsclaw, Ujjaini Alam, Bruno Sanso +4
A basic aim of ongoing and upcoming cosmological surveys is to unravel the mystery of dark energy. In the absence of a compelling theory to test, a natural approach is to better ch…