메뉴 건너뛰기




Volumn 2, Issue 2, 2011, Pages 143-154

Comparing spatially-varying coefficients models for analysis of ecological data with non-stationary and anisotropic residual dependence

Author keywords

Bayesian; Gaussian process; Geographically weighted regression; Geostatistics; Markov chain Monte Carlo; Spatially varying coefficients

Indexed keywords


EID: 84856105430     PISSN: None     EISSN: 2041210X     Source Type: Journal    
DOI: 10.1111/j.2041-210X.2010.00060.x     Document Type: Article
Times cited : (157)

References (20)
  • 2
    • 65349182397 scopus 로고    scopus 로고
    • Learning hierarchical models: advice for the rest of us
    • Bolker, B. (2009) Learning hierarchical models: advice for the rest of us. Ecological Applications, 19, 588-592.
    • (2009) Ecological Applications , vol.19 , pp. 588-592
    • Bolker, B.1
  • 4
    • 65349116559 scopus 로고    scopus 로고
    • Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modeling
    • Cressie, N.A.C., Calder, C.A., Clark, J.S., Ver Hoef, J.M. & Wikle, C.K. (2009) Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modeling. Ecological Applications, 19, 553-570.
    • (2009) Ecological Applications , vol.19 , pp. 553-570
    • Cressie, N.A.C.1    Calder, C.A.2    Clark, J.S.3    Ver Hoef, J.M.4    Wikle, C.K.5
  • 5
    • 0040843494 scopus 로고    scopus 로고
    • Model-based geostatistics (with discussion)
    • Diggle, P.J., Tawn, J.A. & Moyeed, R.A. (1998) Model-based geostatistics (with discussion). Applied Statistics, 47, 299-350.
    • (1998) Applied Statistics , vol.47 , pp. 299-350
    • Diggle, P.J.1    Tawn, J.A.2    Moyeed, R.A.3
  • 6
    • 84867611483 scopus 로고
    • Stem map data for three forest stands in northern Ontario. Inf. Rep. O-X-113. For. Res. Lab., Sault Ste. Marie, Ontario.
    • Ek, A.R. (1969) Stem map data for three forest stands in northern Ontario. Inf. Rep. O-X-113. For. Res. Lab., Sault Ste. Marie, Ontario.
    • (1969)
    • Ek, A.R.1
  • 7
    • 79954501879 scopus 로고    scopus 로고
    • Hierarchical spatial models for predicting tree species assemblages across large domains
    • Finley, A.O., Banerjee, S. & McRoberts, R.E. (2009) Hierarchical spatial models for predicting tree species assemblages across large domains. Annals of Applied Statistics, 3, 1052-1079.
    • (2009) Annals of Applied Statistics , vol.3 , pp. 1052-1079
    • Finley, A.O.1    Banerjee, S.2    McRoberts, R.E.3
  • 8
    • 3142751254 scopus 로고    scopus 로고
    • Spatial nonstationarity and scale-dependency in the relationship between species richness and environmental determinants for the sub-Saharan endemic avifauna
    • Foody, G. (2004) Spatial nonstationarity and scale-dependency in the relationship between species richness and environmental determinants for the sub-Saharan endemic avifauna. Global Ecology and Biogeography, 13, 315-320.
    • (2004) Global Ecology and Biogeography , vol.13 , pp. 315-320
    • Foody, G.1
  • 11
    • 13444251351 scopus 로고    scopus 로고
    • Nonstationary multivariate process modeling through spatially varying coregionalization (with discussion)
    • Gelfand, A.E., Schmidt, A.M., Banerjee, S. & Sirmans, C.F. (2004) Nonstationary multivariate process modeling through spatially varying coregionalization (with discussion). Test, 13, 263-312.
    • (2004) Test , vol.13 , pp. 263-312
    • Gelfand, A.E.1    Schmidt, A.M.2    Banerjee, S.3    Sirmans, C.F.4
  • 13
    • 51649109680 scopus 로고    scopus 로고
    • Comparison of bandwidth selection in application of geographically weighted regression: a case study
    • Guo, L., Ma, Z. & Zhang, L. (2008) Comparison of bandwidth selection in application of geographically weighted regression: a case study. Canadian Journal of Forest Research, 38, 2526-2534.
    • (2008) Canadian Journal of Forest Research , vol.38 , pp. 2526-2534
    • Guo, L.1    Ma, Z.2    Zhang, L.3
  • 14
    • 65349156897 scopus 로고    scopus 로고
    • The importance of accounting for spatial and temporal correlation in analyses of ecological data
    • Hoeting, J.A. (2009) The importance of accounting for spatial and temporal correlation in analyses of ecological data. Ecological Applications, 19, 584-588.
    • (2009) Ecological Applications , vol.19 , pp. 584-588
    • Hoeting, J.A.1
  • 15
    • 0037200119 scopus 로고    scopus 로고
    • Geographic range size and determinants of avian species richness
    • Jetz, W. & Rahbek, C. (2002) Geographic range size and determinants of avian species richness. Science, 297, 1548-1551.
    • (2002) Science , vol.297 , pp. 1548-1551
    • Jetz, W.1    Rahbek, C.2
  • 16
    • 33745999511 scopus 로고    scopus 로고
    • Spatial modelling using a new class of nonstationary covariance functions
    • Paciorek, C.J. & Schervish, M.J. (2006) Spatial modelling using a new class of nonstationary covariance functions. Environmetrics, 17, 483-506.
    • (2006) Environmetrics , vol.17 , pp. 483-506
    • Paciorek, C.J.1    Schervish, M.J.2
  • 18
    • 34347375816 scopus 로고    scopus 로고
    • Quantifying geographic variations in associations between alcohol distribution and violence: a comparison of geographically weighted regression and spatially varying coefficient models
    • Waller L., Zhu, L., Gotway, C., Gorman, D. & Gruenewald, P. (2007) Quantifying geographic variations in associations between alcohol distribution and violence: a comparison of geographically weighted regression and spatially varying coefficient models. Stochastic Environmental Research and Risk Assessment, 21, 573-588.
    • (2007) Stochastic Environmental Research and Risk Assessment , vol.21 , pp. 573-588
    • Waller, L.1    Zhu, L.2    Gotway, C.3    Gorman, D.4    Gruenewald, P.5
  • 19
    • 34250682635 scopus 로고    scopus 로고
    • An assessment of coefficient accuracy in linear regression models with spatially varying coefficients
    • Wheeler, D. & Calder, C. (2007) An assessment of coefficient accuracy in linear regression models with spatially varying coefficients. Journal of Geographical Systems, 9, 145-166.
    • (2007) Journal of Geographical Systems , vol.9 , pp. 145-166
    • Wheeler, D.1    Calder, C.2
  • 20
    • 60649107800 scopus 로고    scopus 로고
    • Comparing spatially varying coefficient models: a case study examining violent crime rates and their relationships to alcohol outlets and illegal drug arrests
    • Wheeler, D. & Waller, L. (2009) Comparing spatially varying coefficient models: a case study examining violent crime rates and their relationships to alcohol outlets and illegal drug arrests. Journal of Geographical Systems, 11, 1-22.
    • (2009) Journal of Geographical Systems , vol.11 , pp. 1-22
    • Wheeler, D.1    Waller, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.