Matches in SemOpenAlex for { <https://semopenalex.org/work/W3141805853> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W3141805853 abstract "Nonparametric methods have been very popular in the last couple of decades in time series and regression, but no such development has taken place for spatial models. A rather obvious reason for this is the curse of dimensionality. For spatial data on a grid evaluating the conditional mean given its closest neighbors requires a four dimensional nonparametric regression. In this paper, a semi-parametric spatial regression approach is proposed to avoid this problem. An estimation procedure based on combining the so-called marginal integration technique with local linear kernel estimation is developed in the semi-parametric spatial regression setting. Asymptotic distributions are established under some mild conditions. The same convergence rates as in the one-dimensional regression case are established. An application of the methodology to the classical Mercer wheat data set is given and indicates that one directional component appears to be nonlinear, which has gone unnoticed in earlier analyses." @default.
- W3141805853 created "2021-04-13" @default.
- W3141805853 creator A5022214887 @default.
- W3141805853 creator A5065659844 @default.
- W3141805853 creator A5068098971 @default.
- W3141805853 date "2006-10-01" @default.
- W3141805853 modified "2023-09-26" @default.
- W3141805853 title "Semiparametric spatial regression: theory and practice" @default.
- W3141805853 hasPublicationYear "2006" @default.
- W3141805853 type Work @default.
- W3141805853 sameAs 3141805853 @default.
- W3141805853 citedByCount "0" @default.
- W3141805853 crossrefType "posted-content" @default.
- W3141805853 hasAuthorship W3141805853A5022214887 @default.
- W3141805853 hasAuthorship W3141805853A5065659844 @default.
- W3141805853 hasAuthorship W3141805853A5068098971 @default.
- W3141805853 hasConcept C102366305 @default.
- W3141805853 hasConcept C105795698 @default.
- W3141805853 hasConcept C111030470 @default.
- W3141805853 hasConcept C114614502 @default.
- W3141805853 hasConcept C117251300 @default.
- W3141805853 hasConcept C120068334 @default.
- W3141805853 hasConcept C149782125 @default.
- W3141805853 hasConcept C19539793 @default.
- W3141805853 hasConcept C200695384 @default.
- W3141805853 hasConcept C33923547 @default.
- W3141805853 hasConcept C60316415 @default.
- W3141805853 hasConcept C74127309 @default.
- W3141805853 hasConcept C74193536 @default.
- W3141805853 hasConcept C74887250 @default.
- W3141805853 hasConcept C78297888 @default.
- W3141805853 hasConcept C83546350 @default.
- W3141805853 hasConceptScore W3141805853C102366305 @default.
- W3141805853 hasConceptScore W3141805853C105795698 @default.
- W3141805853 hasConceptScore W3141805853C111030470 @default.
- W3141805853 hasConceptScore W3141805853C114614502 @default.
- W3141805853 hasConceptScore W3141805853C117251300 @default.
- W3141805853 hasConceptScore W3141805853C120068334 @default.
- W3141805853 hasConceptScore W3141805853C149782125 @default.
- W3141805853 hasConceptScore W3141805853C19539793 @default.
- W3141805853 hasConceptScore W3141805853C200695384 @default.
- W3141805853 hasConceptScore W3141805853C33923547 @default.
- W3141805853 hasConceptScore W3141805853C60316415 @default.
- W3141805853 hasConceptScore W3141805853C74127309 @default.
- W3141805853 hasConceptScore W3141805853C74193536 @default.
- W3141805853 hasConceptScore W3141805853C74887250 @default.
- W3141805853 hasConceptScore W3141805853C78297888 @default.
- W3141805853 hasConceptScore W3141805853C83546350 @default.
- W3141805853 hasLocation W31418058531 @default.
- W3141805853 hasOpenAccess W3141805853 @default.
- W3141805853 hasPrimaryLocation W31418058531 @default.
- W3141805853 hasRelatedWork W1490562002 @default.
- W3141805853 hasRelatedWork W1500674988 @default.
- W3141805853 hasRelatedWork W1534564383 @default.
- W3141805853 hasRelatedWork W1576278252 @default.
- W3141805853 hasRelatedWork W1832213413 @default.
- W3141805853 hasRelatedWork W1993447437 @default.
- W3141805853 hasRelatedWork W2098482248 @default.
- W3141805853 hasRelatedWork W2116629808 @default.
- W3141805853 hasRelatedWork W2161321653 @default.
- W3141805853 hasRelatedWork W2241329549 @default.
- W3141805853 hasRelatedWork W2593923408 @default.
- W3141805853 hasRelatedWork W2745250305 @default.
- W3141805853 hasRelatedWork W2773755477 @default.
- W3141805853 hasRelatedWork W2895887103 @default.
- W3141805853 hasRelatedWork W2972967366 @default.
- W3141805853 hasRelatedWork W3122777705 @default.
- W3141805853 hasRelatedWork W3123364103 @default.
- W3141805853 hasRelatedWork W3123866561 @default.
- W3141805853 hasRelatedWork W3124877493 @default.
- W3141805853 hasRelatedWork W3187801272 @default.
- W3141805853 isParatext "false" @default.
- W3141805853 isRetracted "false" @default.
- W3141805853 magId "3141805853" @default.
- W3141805853 workType "article" @default.