Influence diagnostics in spatial models with censored response
Sign Up to like & getrecommendations! Published in 2017 at "Environmetrics"
DOI: 10.1002/env.2464
Abstract: Environmental data are often spatially correlated and sometimes include observations below or above detection limits (i.e., censored values reported as less or more than a level of detection). Existing research studies mainly concentrate on parameter… read more here.
Keywords: spatial models; response; models censored; influence diagnostics ... See more keywords
Important overlooked IVs in spatial models
Sign Up to like & getrecommendations! Published in 2018 at "Empirical Economics"
DOI: 10.1007/s00181-017-1414-3
Abstract: Spatial models often contain additional endogenous variables as regressors. The complete system determining these variables is typically not known to the researcher, and so maximum likelihood or Bayesian estimation methods are precluded. This leaves instrumental… read more here.
Keywords: important overlooked; ivs spatial; overlooked ivs; spatial models ... See more keywords
Comparison of two fine scale spatial models for mapping temperatures inside winegrowing areas.
Sign Up to like & getrecommendations! Published in 2017 at "Agricultural and Forest Meteorology"
DOI: 10.1016/j.agrformet.2017.07.020
Abstract: Climate change is a major issue for the wine industry. Climate and in particular temperature plays a key role in vine physiology and phenology. Temperatures can be highly variable inside a winegrowing region and they… read more here.
Keywords: spatial models; temperature; fine scale; inside winegrowing ... See more keywords
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
Using spatial models of temporal tree dynamics to evaluate the implementation of EU afforestation policies in rangelands of SW Spain
Sign Up to like & getrecommendations! Published in 2018 at "Land Use Policy"
DOI: 10.1016/j.landusepol.2018.06.054
Abstract: Iberian silvopastoral systems known as dehesas in Spain and montados in Portugal are undergoing a spatially polarized process by which many of the main areas lack tree recruitment, whereas marginal lands suffer abandonment and shrub… read more here.
Keywords: spatial models; temporal tree; tree recruitment; implementation afforestation ... See more keywords
Improving Bayesian Local Spatial Models in Large Datasets
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Computational and Graphical Statistics"
DOI: 10.1080/10618600.2020.1814789
Abstract: ABSTRACT Environmental processes resolved at a sufficiently small scale in space and time inevitably display nonstationary behavior. Such processes are both challenging to model and computationally expensive when the data size is large. Instead of… read more here.
Keywords: spatial models; improving bayesian; local spatial; variance ... See more keywords
The role of evolutionary game theory in spatial and non-spatial models of the survival of cooperation in cancer: a review
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the Royal Society Interface"
DOI: 10.1098/rsif.2022.0346
Abstract: Evolutionary game theory (EGT) is a branch of mathematics which considers populations of individuals interacting with each other to receive pay-offs. An individual’s pay-off is dependent on the strategy of its opponent(s) as well as… read more here.
Keywords: evolutionary game; spatial models; cooperation; game theory ... See more keywords
Spatial models of carbon, nitrogen and sulphur stable isotope distributions (isoscapes) across a shelf sea: An INLA approach
Sign Up to like & getrecommendations! Published in 2019 at "Methods in Ecology and Evolution"
DOI: 10.1111/2041-210x.13138
Abstract: Spatial models of variation in the isotopic composition of structural nutrients across habitats (isoscapes) offer information on physical, biogeochemical and anthropogenic processes occurring across space, and provide a tool for retrospective assignment of animals or… read more here.
Keywords: sulphur; reference; inla; isoscape ... See more keywords