Estimation and inference in spatial models with dominant units
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Econometrics"
DOI: 10.1016/j.jeconom.2020.04.045
Abstract: Abstract In spatial econometrics literature estimation and inference are carried out assuming that the matrix of spatial or network connections has uniformly bounded absolute column sums in the number of units, n , in the… read more here.
Keywords: dominant units; estimation inference; inference spatial; spatial models ... See more keywords
Distributed Inference for Spatial Extremes Modeling in High Dimensions
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2023.2186886
Abstract: Extreme environmental events frequently exhibit spatial and temporal dependence. These data are often modeled using max stable processes (MSPs). MSPs are computationally prohibitive to fit for as few as a dozen observations, with supposed computationally-efficient… read more here.
Keywords: spatial extremes; distributed inference; extremes modeling; inference spatial ... See more keywords