Research graph
References from Spatially Heterogeneous Additive Model (SHAM): A semiparametric framework for modeling simultaneously spatially varying processes and nonlinear relationships. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
1988 · External reference
Endogenous spatial regimes
10.1007/s10109-023-00411-2 · 2023 · External reference
Geographically weighted regression: a method for exploring spatial nonstationarity
10.1111/j.1538-4632.1996.tb00936.x · 1996 · External reference
Linear smoothers and additive models (with discussion)
1989 · External reference
Functional-coefficient regression models for nonlinear time series
10.1080/01621459.2000.10474284 · 2000 · External reference
Generating models by the expansion method: applications to geographic research
10.1111/j.1538-4632.1972.tb00458.x · 1972 · External reference
Encapsulating spatially varying relationships with a generalized additive model
10.3390/ijgi13120459 · 2024 · External reference
Unresolved reference
2001 · External reference
Unresolved reference
1996 · External reference
Unresolved reference
2002 · External reference
Unresolved reference
2023 · External reference
Spatial modeling with spatially varying coefficient processes
10.1198/016214503000170 · 2003 · External reference
On the Harrison and rubinfeld data
10.1006/jeem.1996.0052 · 1996 · External reference
The validity and usefulness of laws in geographic information science and geography
10.1111/j.1467-8306.2004.09402008.x · 2004 · External reference
The SLX model
10.1111/jors.12188 · 2015 · External reference
Unresolved reference
1990 · External reference
Unresolved reference
2000 · External reference
Introducing bootstrap methods to investigate coefficient non-stationarity in spatial regression models
10.1016/j.spasta.2017.07.006 · 2017 · External reference
Generalized additive models (with discussion)
1986 · External reference
Unresolved reference
1990 · External reference
Varying-coefficient models (with discussion)
10.1111/j.2517-6161.1993.tb01939.x · 1993 · External reference
Unresolved reference
1992 · External reference
Estimation curve of mixed spline truncated and Fourier series estimator for geographically weighted nonparametric regression
10.3390/math11010152 · 2023 · External reference
SGWR: similarity and geographically weighted regression
10.1080/13658816.2024.2342319 · 2024 · External reference
Statistical tests for spatial nonstationarity based on the geographically weighted regression model
10.1068/a3162 · 2000 · External reference
Unresolved reference
2007 · External reference
10.1080/01621459.2018.1529595
10.1080/01621459.2018.1529595 · 2019 · External reference
A kernel method of estimating structured nonparametric regression based on marginal integration
10.1093/biomet/82.1.93 · 1995 · External reference
Spline-backfitted kernel smoothing of additive coefficient model
10.1017/s0266466609090604 · 2010 · External reference
Spline-backfitted kernel smoothing of partially linear additive model
10.1016/j.jspi.2010.05.028 · 2011 · External reference
The existence and asymptotic properties of a backfitting projection algorithm under weak conditions
10.1214/aos/1017939138 · 1999 · External reference
A bootstrap test for constant coefficients in geographically weighted regression models
10.1080/13658816.2016.1149181 · 2016 · External reference
Balancing spatial and non-spatial variation in varying coefficient modeling: a remedy for spurious correlation
10.1111/gean.12310 · 2023 · External reference
A Moran coefficient–based mixed effects approach to investigate spatially varying relationships
10.1016/j.spasta.2016.12.001 · 2017 · External reference
Kernel estimation of partial means and a general variance estimator
10.1017/s0266466600008409 · 1994 · External reference
Smooth backfitting in practice
10.1111/j.1467-9868.2005.00487.x · 2005 · External reference
Asymptotic properties of backfitting estimators
10.1006/jmva.1999.1868 · 2000 · External reference
Generalized additive spatial smoothing (GASS): A multiscale regression framework for modeling neighborhood effects across spatial supports
2025 · External reference
Unresolved reference
1999 · External reference
Unresolved reference
2003 · External reference
Are we modelling spatially varying processes or non-linear relationships?
10.1111/gean.12297 · 2021 · External reference
Simultaneous hypothesis testing of multivariable nonparametric spline regression in the GWR model
10.5539/ijsp.v8n4p32 · 2019 · External reference
Development of nonparametric geographically weighted regression using truncated spline approach
2018 · External reference
Functional-coefficient spatial autoregressive models with nonparametric spatial weights
10.1016/j.jeconom.2016.07.005 · 2016 · External reference
Non-parametric identification of non-linear time series: projections
1994 · External reference
Unresolved reference
1995 · External reference
Spline-backfitted kernel smoothing of nonlinear additive autoregression model
10.1214/009053607000000488 · 2007 · External reference
Efficient and fast spline-backfitted kernel smoothing of additive models
10.1007/s10463-007-0157-x · 2009 · External reference
Unresolved reference
2017 · External reference
Smooth backfitting in generalized additive models
10.1214/009053607000000596 · 2008 · External reference
On the Harrison and rubinfeld data
10.1006/jeem.1996.0052 · ExternalCitation · doi-reference
Asymptotic properties of backfitting estimators
10.1006/jmva.1999.1868 · ExternalCitation · doi-reference
Endogenous spatial regimes
10.1007/s10109-023-00411-2 · ExternalCitation · doi-reference
Efficient and fast spline-backfitted kernel smoothing of additive models
10.1007/s10463-007-0157-x · ExternalCitation · doi-reference
Functional-coefficient spatial autoregressive models with nonparametric spatial weights
10.1016/j.jeconom.2016.07.005 · ExternalCitation · doi-reference
Spline-backfitted kernel smoothing of partially linear additive model
10.1016/j.jspi.2010.05.028 · ExternalCitation · doi-reference
A Moran coefficient–based mixed effects approach to investigate spatially varying relationships
10.1016/j.spasta.2016.12.001 · ExternalCitation · doi-reference
Introducing bootstrap methods to investigate coefficient non-stationarity in spatial regression models
10.1016/j.spasta.2017.07.006 · ExternalCitation · doi-reference
Kernel estimation of partial means and a general variance estimator
10.1017/s0266466600008409 · ExternalCitation · doi-reference
Spline-backfitted kernel smoothing of additive coefficient model
10.1017/s0266466609090604 · ExternalCitation · doi-reference
Statistical tests for spatial nonstationarity based on the geographically weighted regression model
10.1068/a3162 · ExternalCitation · doi-reference
Functional-coefficient regression models for nonlinear time series
10.1080/01621459.2000.10474284 · ExternalCitation · doi-reference
10.1080/01621459.2018.1529595
10.1080/01621459.2018.1529595 · ExternalCitation · doi-reference
A bootstrap test for constant coefficients in geographically weighted regression models
10.1080/13658816.2016.1149181 · ExternalCitation · doi-reference
SGWR: similarity and geographically weighted regression
10.1080/13658816.2024.2342319 · ExternalCitation · doi-reference
A kernel method of estimating structured nonparametric regression based on marginal integration
10.1093/biomet/82.1.93 · ExternalCitation · doi-reference
Are we modelling spatially varying processes or non-linear relationships?
10.1111/gean.12297 · ExternalCitation · doi-reference
Balancing spatial and non-spatial variation in varying coefficient modeling: a remedy for spurious correlation
10.1111/gean.12310 · ExternalCitation · doi-reference
The validity and usefulness of laws in geographic information science and geography
10.1111/j.1467-8306.2004.09402008.x · ExternalCitation · doi-reference
Smooth backfitting in practice
10.1111/j.1467-9868.2005.00487.x · ExternalCitation · doi-reference
Generating models by the expansion method: applications to geographic research
10.1111/j.1538-4632.1972.tb00458.x · ExternalCitation · doi-reference
Geographically weighted regression: a method for exploring spatial nonstationarity
10.1111/j.1538-4632.1996.tb00936.x · ExternalCitation · doi-reference
Varying-coefficient models (with discussion)
10.1111/j.2517-6161.1993.tb01939.x · ExternalCitation · doi-reference
The SLX model
10.1111/jors.12188 · ExternalCitation · doi-reference
Spatial modeling with spatially varying coefficient processes
10.1198/016214503000170 · ExternalCitation · doi-reference
Spline-backfitted kernel smoothing of nonlinear additive autoregression model
10.1214/009053607000000488 · ExternalCitation · doi-reference
Smooth backfitting in generalized additive models
10.1214/009053607000000596 · ExternalCitation · doi-reference
The existence and asymptotic properties of a backfitting projection algorithm under weak conditions
10.1214/aos/1017939138 · ExternalCitation · doi-reference
Encapsulating spatially varying relationships with a generalized additive model
10.3390/ijgi13120459 · ExternalCitation · doi-reference
Estimation curve of mixed spline truncated and Fourier series estimator for geographically weighted nonparametric regression
10.3390/math11010152 · ExternalCitation · doi-reference
Simultaneous hypothesis testing of multivariable nonparametric spline regression in the GWR model
10.5539/ijsp.v8n4p32 · ExternalCitation · doi-reference
