FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2580294918> ?p ?o ?g. }

• W2580294918 endingPage "53" @default.
• W2580294918 startingPage "53" @default.
• W2580294918 abstract "To capture both global stationarity and spatiotemporal non-stationarity, a novel mixed geographically and temporally weighted regression (MGTWR) model accounting for global and local effects in both space and time is presented. Since the constant and spatial-temporal varying coefficients could not be estimated in one step, a two-stage least squares estimation is introduced to calibrate the model. Both simulations and real-world datasets are used to test and verify the performance of the proposed MGTWR model. Additionally, an Akaike Information Criterion (AIC) is adopted as a key model fitting diagnostic. The experiments demonstrate that the MGTWR model yields more accurate results than do traditional spatially weighted regression models. For instance, the MGTWR model decreased AIC value by 2.7066, 36.368 and 112.812 with respect to those of the mixed geographically weighted regression (MGWR) model and by 45.5628, −38.774 and 35.656 with respect to those of the geographical and temporal weighted regression (GTWR) model for the three simulation datasets. Moreover, compared to the MGWR and GTWR models, the MGTWR model obtained the lowest AIC value and mean square error (MSE) and the highest coefficient of determination (R2) and adjusted coefficient of determination (R2adj). In addition, our experiments proved the existence of both global stationarity and spatiotemporal non-stationarity, as well as the practical ability of the proposed method." @default.
• W2580294918 created "2017-02-03" @default.
• W2580294918 creator A5018103296 @default.
• W2580294918 creator A5018939290 @default.
• W2580294918 creator A5028870837 @default.
• W2580294918 creator A5032781215 @default.
• W2580294918 creator A5032947862 @default.
• W2580294918 creator A5057204233 @default.
• W2580294918 creator A5067835338 @default.
• W2580294918 creator A5075141369 @default.
• W2580294918 date "2017-01-26" @default.
• W2580294918 modified "2023-10-01" @default.
• W2580294918 title "A Mixed Geographically and Temporally Weighted Regression: Exploring Spatial-Temporal Variations from Global and Local Perspectives" @default.
• W2580294918 cites W1598151839 @default.
• W2580294918 cites W1773028378 @default.
• W2580294918 cites W1829241487 @default.
• W2580294918 cites W1971794754 @default.
• W2580294918 cites W1979683229 @default.
• W2580294918 cites W1980398988 @default.
• W2580294918 cites W1991694179 @default.
• W2580294918 cites W1993913957 @default.
• W2580294918 cites W2041868040 @default.
• W2580294918 cites W2041890084 @default.
• W2580294918 cites W2046607127 @default.
• W2580294918 cites W2047120335 @default.
• W2580294918 cites W2054806977 @default.
• W2580294918 cites W2057218833 @default.
• W2580294918 cites W2063143131 @default.
• W2580294918 cites W2068377985 @default.
• W2580294918 cites W2077372391 @default.
• W2580294918 cites W2084032127 @default.
• W2580294918 cites W2099686024 @default.
• W2580294918 cites W2109785413 @default.
• W2580294918 cites W2119194442 @default.
• W2580294918 cites W2156378058 @default.
• W2580294918 cites W2284873887 @default.
• W2580294918 cites W2306844409 @default.
• W2580294918 cites W2322456781 @default.
• W2580294918 cites W2514803558 @default.
• W2580294918 cites W2515561179 @default.
• W2580294918 cites W2531293538 @default.
• W2580294918 cites W2545192738 @default.
• W2580294918 cites W3121996782 @default.
• W2580294918 cites W3123322087 @default.
• W2580294918 cites W3123727356 @default.
• W2580294918 doi "https://doi.org/10.3390/e19020053" @default.
• W2580294918 hasPublicationYear "2017" @default.
• W2580294918 type Work @default.
• W2580294918 sameAs 2580294918 @default.
• W2580294918 citedByCount "22" @default.
• W2580294918 countsByYear W25802949182017 @default.
• W2580294918 countsByYear W25802949182019 @default.
• W2580294918 countsByYear W25802949182020 @default.
• W2580294918 countsByYear W25802949182021 @default.
• W2580294918 countsByYear W25802949182022 @default.
• W2580294918 countsByYear W25802949182023 @default.
• W2580294918 crossrefType "journal-article" @default.
• W2580294918 hasAuthorship W2580294918A5018103296 @default.
• W2580294918 hasAuthorship W2580294918A5018939290 @default.
• W2580294918 hasAuthorship W2580294918A5028870837 @default.
• W2580294918 hasAuthorship W2580294918A5032781215 @default.
• W2580294918 hasAuthorship W2580294918A5032947862 @default.
• W2580294918 hasAuthorship W2580294918A5057204233 @default.
• W2580294918 hasAuthorship W2580294918A5067835338 @default.
• W2580294918 hasAuthorship W2580294918A5075141369 @default.
• W2580294918 hasBestOaLocation W25802949181 @default.
• W2580294918 hasConcept C105795698 @default.
• W2580294918 hasConcept C120068334 @default.
• W2580294918 hasConcept C126674687 @default.
• W2580294918 hasConcept C128990827 @default.
• W2580294918 hasConcept C139945424 @default.
• W2580294918 hasConcept C152877465 @default.
• W2580294918 hasConcept C185429906 @default.
• W2580294918 hasConcept C33923547 @default.
• W2580294918 hasConcept C48921125 @default.
• W2580294918 hasConcept C60316415 @default.
• W2580294918 hasConcept C83546350 @default.
• W2580294918 hasConcept C9936470 @default.
• W2580294918 hasConcept C99656134 @default.
• W2580294918 hasConceptScore W2580294918C105795698 @default.
• W2580294918 hasConceptScore W2580294918C120068334 @default.
• W2580294918 hasConceptScore W2580294918C126674687 @default.
• W2580294918 hasConceptScore W2580294918C128990827 @default.
• W2580294918 hasConceptScore W2580294918C139945424 @default.
• W2580294918 hasConceptScore W2580294918C152877465 @default.
• W2580294918 hasConceptScore W2580294918C185429906 @default.
• W2580294918 hasConceptScore W2580294918C33923547 @default.
• W2580294918 hasConceptScore W2580294918C48921125 @default.
• W2580294918 hasConceptScore W2580294918C60316415 @default.
• W2580294918 hasConceptScore W2580294918C83546350 @default.
• W2580294918 hasConceptScore W2580294918C9936470 @default.
• W2580294918 hasConceptScore W2580294918C99656134 @default.
• W2580294918 hasIssue "2" @default.
• W2580294918 hasLocation W25802949181 @default.
• W2580294918 hasLocation W25802949182 @default.
• W2580294918 hasOpenAccess W2580294918 @default.
• W2580294918 hasPrimaryLocation W25802949181 @default.
• W2580294918 hasRelatedWork W2018697919 @default.

• next