-
1
-
-
0000501656
-
Information theory and an extension of the maximum likelihood principle
-
by B.N. Petrov and F. Csaki, Akademiai Kiado, Budapest.
-
Akaike, H. (1973) Information theory and an extension of the maximum likelihood principle. Second International Symposium on Information Theory (ed. by B.N. Petrov and F. Csaki ), pp. 267-281. Akademiai Kiado, Budapest.
-
(1973)
Second International Symposium on Information Theory
, pp. 267-281
-
-
Akaike, H.1
-
2
-
-
0016029778
-
The relationship between variable selection and data augmentation and a method for prediction
-
Allen, D.M. (1974) The relationship between variable selection and data augmentation and a method for prediction. Technometrics, 16, 125-127.
-
(1974)
Technometrics
, vol.16
, pp. 125-127
-
-
Allen, D.M.1
-
4
-
-
77956649096
-
A survey of cross-validation procedures for model selection
-
Arlot, S. & Celisse, A. (2010) A survey of cross-validation procedures for model selection. Statistics Surveys, 4, 40-79.
-
(2010)
Statistics Surveys
, vol.4
, pp. 40-79
-
-
Arlot, S.1
Celisse, A.2
-
5
-
-
84874319269
-
Testing the predictive performance of predictive models
-
Bahn, V. & McGill, B.J. (2013) Testing the predictive performance of predictive models. Oikos, 122, 321-331.
-
(2013)
Oikos
, vol.122
, pp. 321-331
-
-
Bahn, V.1
McGill, B.J.2
-
6
-
-
33846430564
-
Importance of spatial autocorrelation in modeling bird distributions at a continental scale
-
Bahn, V., O'Connor, R.J. & Krohn, W.B. (2006) Importance of spatial autocorrelation in modeling bird distributions at a continental scale. Ecography, 29, 835-844.
-
(2006)
Ecography
, vol.29
, pp. 835-844
-
-
Bahn, V.1
O'Connor, R.J.2
Krohn, W.B.3
-
7
-
-
74549164251
-
Regression analysis of spatial data
-
Beale, C.M., Lennon, J.J., Yearsley, J.M., Brewer, M.J. & Elston, D.A. (2010) Regression analysis of spatial data. Ecology Letters, 13, 246-264.
-
(2010)
Ecology Letters
, vol.13
, pp. 246-264
-
-
Beale, C.M.1
Lennon, J.J.2
Yearsley, J.M.3
Brewer, M.J.4
Elston, D.A.5
-
8
-
-
67649921143
-
Comment on 'Methods to account for spatial autocorrelation in the analysis of species distributional data: a review'
-
Betts, M.G., Ganio, L.M., Huso, M.P., Som, N.A., Huettmann, F., Bowman, J. & Wintle, B.A. (2009) Comment on 'Methods to account for spatial autocorrelation in the analysis of species distributional data: a review'. Ecography, 32, 374-378.
-
(2009)
Ecography
, vol.32
, pp. 374-378
-
-
Betts, M.G.1
Ganio, L.M.2
Huso, M.P.3
Som, N.A.4
Huettmann, F.5
Bowman, J.6
Wintle, B.A.7
-
9
-
-
62249098547
-
Coefficient shifts in geographical ecology: an empirical evaluation of spatial and non-spatial regression
-
Bini, L.M., Diniz-Filho, J.A.F., Rangel, T.F.L.V.B. etal. (2009) Coefficient shifts in geographical ecology: an empirical evaluation of spatial and non-spatial regression. Ecography, 32, 193-204.
-
(2009)
Ecography
, vol.32
, pp. 193-204
-
-
Bini, L.M.1
Diniz-Filho, J.A.F.2
Rangel, T.F.L.V.B.3
-
10
-
-
30844446670
-
Spatial prediction models for landslide hazards: review, comparison and evaluation
-
Brenning, A. (2005) Spatial prediction models for landslide hazards: review, comparison and evaluation. Natural Hazards and Earth System Sciences, 5, 853-862.
-
(2005)
Natural Hazards and Earth System Sciences
, vol.5
, pp. 853-862
-
-
Brenning, A.1
-
11
-
-
0039012351
-
A cross-validatory method for dependent data
-
Burman, P., Chow, E. & Nolan, D. (1994) A cross-validatory method for dependent data. Biometrika, 81, 351-358.
-
(1994)
Biometrika
, vol.81
, pp. 351-358
-
-
Burman, P.1
Chow, E.2
Nolan, D.3
-
13
-
-
77954579426
-
Spatial autocorrelation, model selection and hypothesis testing in geographical ecology: implications for testing metabolic theory in New World amphibians
-
Cassemiro, F.A.S., Diniz-Filho, J.A.F., Rangel, T.F.L.V.B. & Bini, L.M. (2007) Spatial autocorrelation, model selection and hypothesis testing in geographical ecology: implications for testing metabolic theory in New World amphibians. Neotropical Biology and Conservation, 2, 119-126.
-
(2007)
Neotropical Biology and Conservation
, vol.2
, pp. 119-126
-
-
Cassemiro, F.A.S.1
Diniz-Filho, J.A.F.2
Rangel, T.F.L.V.B.3
Bini, L.M.4
-
14
-
-
0000615064
-
Comparison of two bandwidth selectors with dependent errors
-
Chu, C.-K. & Marron, J.S. (1991) Comparison of two bandwidth selectors with dependent errors. Annals of Statistics, 19, 1906-1918.
-
(1991)
Annals of Statistics
, vol.19
, pp. 1906-1918
-
-
Chu, C.-K.1
Marron, J.S.2
-
15
-
-
0742288013
-
Validation of spatial prediction models for landslide hazard mapping
-
Chung, C.J.F. & Fabbri, A.G. (2003) Validation of spatial prediction models for landslide hazard mapping. Natural Hazards, 30, 451-472.
-
(2003)
Natural Hazards
, vol.30
, pp. 451-472
-
-
Chung, C.J.F.1
Fabbri, A.G.2
-
17
-
-
0037277941
-
Spatial autocorrelation and red herrings in geographical ecology
-
Diniz-Filho, J.A.F., Bini, L.M. & Hawkins, B.A. (2003) Spatial autocorrelation and red herrings in geographical ecology. Global Ecology and Biogeography, 12, 53-64.
-
(2003)
Global Ecology and Biogeography
, vol.12
, pp. 53-64
-
-
Diniz-Filho, J.A.F.1
Bini, L.M.2
Hawkins, B.A.3
-
18
-
-
45249111607
-
Model selection and information theory in geographical ecology
-
Diniz-Filho, J.A.F., Rangel, T.F.L.V. & Bini, L.M. (2008) Model selection and information theory in geographical ecology. Global Ecology and Biogeography, 17, 479-488.
-
(2008)
Global Ecology and Biogeography
, vol.17
, pp. 479-488
-
-
Diniz-Filho, J.A.F.1
Rangel, T.F.L.V.2
Bini, L.M.3
-
19
-
-
33847215823
-
Effects of incorporating spatial autocorrelation into the analysis of species distribution data
-
Dormann, C.F. (2007) Effects of incorporating spatial autocorrelation into the analysis of species distribution data. Global Ecology and Biogeography, 16, 129-138.
-
(2007)
Global Ecology and Biogeography
, vol.16
, pp. 129-138
-
-
Dormann, C.F.1
-
20
-
-
35848930781
-
Methods to account for spatial autocorrelation in the analysis of species distributional data: a review
-
Dormann, C.F., McPherson, J.M., Araújo, M.B., Bivand, R., Bolliger, J., Carl, G., Davies, R.G., Hirzel, A., Jetz, W., Kissling, W.D., Kühn, I., Ohlemüller, R., Peres-Neto, P.R., Reineking, B., Schröder, B., Schurr, F.M. & Wilson, R. (2007) Methods to account for spatial autocorrelation in the analysis of species distributional data: a review. Ecography, 30, 609-628.
-
(2007)
Ecography
, vol.30
, pp. 609-628
-
-
Dormann, C.F.1
McPherson, J.M.2
Araújo, M.B.3
Bivand, R.4
Bolliger, J.5
Carl, G.6
Davies, R.G.7
Hirzel, A.8
Jetz, W.9
Kissling, W.D.10
Kühn, I.11
Ohlemüller, R.12
Peres-Neto, P.R.13
Reineking, B.14
Schröder, B.15
Schurr, F.M.16
Wilson, R.17
-
21
-
-
0036779316
-
A balanced view of scale in spatial statistical analysis
-
Dungan, J.L., Perry, J.N., Dale, M.R.T., Legendre, P., Citron-Pousty, S., Fortin, M.-J., Jakomulska, A., Miriti, M. & Rosenberg, M. (2002) A balanced view of scale in spatial statistical analysis. Ecography, 25, 626-640.
-
(2002)
Ecography
, vol.25
, pp. 626-640
-
-
Dungan, J.L.1
Perry, J.N.2
Dale, M.R.T.3
Legendre, P.4
Citron-Pousty, S.5
Fortin, M.-J.6
Jakomulska, A.7
Miriti, M.8
Rosenberg, M.9
-
25
-
-
33845354872
-
Spatial modeling in ecology: the flexibility of eigenfunction spatial analyses
-
Griffith, D.A. & Peres-Neto, P.R. (2006) Spatial modeling in ecology: the flexibility of eigenfunction spatial analyses. Ecology, 87, 2603-2613.
-
(2006)
Ecology
, vol.87
, pp. 2603-2613
-
-
Griffith, D.A.1
Peres-Neto, P.R.2
-
26
-
-
84860258937
-
Cross-validation of species distribution models: removing spatial sorting bias and calibration with a null model
-
Hijmans, R.J. (2012) Cross-validation of species distribution models: removing spatial sorting bias and calibration with a null model. Ecology, 93, 679-688.
-
(2012)
Ecology
, vol.93
, pp. 679-688
-
-
Hijmans, R.J.1
-
27
-
-
29544443445
-
Very high resolution interpolated climate surfaces for global land areas
-
Hijmans, R.J., Cameron, S.E., Parra, J.L., Jones, P.G. & Jarvis, A. (2005) Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology, 25, 1965-1978.
-
(2005)
International Journal of Climatology
, vol.25
, pp. 1965-1978
-
-
Hijmans, R.J.1
Cameron, S.E.2
Parra, J.L.3
Jones, P.G.4
Jarvis, A.5
-
28
-
-
79960981893
-
Adding spatially-correlated errors can mess up the fixed effect you love
-
Hodges, J.S. & Reich, B.J. (2010) Adding spatially-correlated errors can mess up the fixed effect you love. American Statistician, 64, 325-334.
-
(2010)
American Statistician
, vol.64
, pp. 325-334
-
-
Hodges, J.S.1
Reich, B.J.2
-
29
-
-
33645102809
-
Model selection for geostatistical models
-
Hoeting, J.A., Davis, R.A., Merton, A.A. & Thompson, S.E. (2006) Model selection for geostatistical models. Ecological Applications, 16, 87-98.
-
(2006)
Ecological Applications
, vol.16
, pp. 87-98
-
-
Hoeting, J.A.1
Davis, R.A.2
Merton, A.A.3
Thompson, S.E.4
-
32
-
-
0036779345
-
Accounting for spatial pattern when modeling organism-environment interactions
-
Keitt, T.H., Bjørnstad, O.N., Dixon, P.M. & Citron-Pousty, S. (2002) Accounting for spatial pattern when modeling organism-environment interactions. Ecography, 25, 616-625.
-
(2002)
Ecography
, vol.25
, pp. 616-625
-
-
Keitt, T.H.1
Bjørnstad, O.N.2
Dixon, P.M.3
Citron-Pousty, S.4
-
33
-
-
34247520538
-
Factor analysis model evaluation through likelihood cross-validation
-
Knafl, G.J. & Grey, M. (2007) Factor analysis model evaluation through likelihood cross-validation. Statistical Methods for Medical Research, 16, 77-102.
-
(2007)
Statistical Methods for Medical Research
, vol.16
, pp. 77-102
-
-
Knafl, G.J.1
Grey, M.2
-
34
-
-
0033016226
-
Spatial autocorrelation of ecological phenomena
-
Koenig, W.D. (1999) Spatial autocorrelation of ecological phenomena. Trends in Ecology and Evolution, 14, 22-26.
-
(1999)
Trends in Ecology and Evolution
, vol.14
, pp. 22-26
-
-
Koenig, W.D.1
-
35
-
-
70350397839
-
Combining spatial and phylogenetic eigenvector filtering in trait analysis
-
Kühn, I., Nobis, M.P. & Durka, W. (2009) Combining spatial and phylogenetic eigenvector filtering in trait analysis. Global Ecology and Biogeography, 18, 745-758.
-
(2009)
Global Ecology and Biogeography
, vol.18
, pp. 745-758
-
-
Kühn, I.1
Nobis, M.P.2
Durka, W.3
-
36
-
-
84875274996
-
Accounting for spatial autocorrelation from model selection to statistical inference: application to a national survey of a diurnal raptor
-
Le Rest, K., Pinaud, D. & Bretagnolle, V. (2013) Accounting for spatial autocorrelation from model selection to statistical inference: application to a national survey of a diurnal raptor. Ecological Informatics, 14, 17-24.
-
(2013)
Ecological Informatics
, vol.14
, pp. 17-24
-
-
Le Rest, K.1
Pinaud, D.2
Bretagnolle, V.3
-
37
-
-
0027881344
-
Spatial autocorrelation: trouble or new paradigm
-
Legendre, P. (1993) Spatial autocorrelation: trouble or new paradigm. Ecology, 74, 1659-1673.
-
(1993)
Ecology
, vol.74
, pp. 1659-1673
-
-
Legendre, P.1
-
38
-
-
0024937968
-
Spatial pattern and ecological analysis
-
Legendre, P. & Fortin, M.-J. (1989) Spatial pattern and ecological analysis. Vegetatio, 80, 107-138.
-
(1989)
Vegetatio
, vol.80
, pp. 107-138
-
-
Legendre, P.1
Fortin, M.-J.2
-
39
-
-
0034028569
-
Red-shifts and red herrings in geographical ecology
-
Lennon, J.J. (2000) Red-shifts and red herrings in geographical ecology. Ecography, 23, 101-113.
-
(2000)
Ecography
, vol.23
, pp. 101-113
-
-
Lennon, J.J.1
-
40
-
-
0036707171
-
Spatial autocorrelation and autoregressive models in ecology
-
Lichstein, J.W., Simons, T.R., Shriner, S.A. & Franzreb, K.E. (2002) Spatial autocorrelation and autoregressive models in ecology. Ecological Monographs, 72, 445-463.
-
(2002)
Ecological Monographs
, vol.72
, pp. 445-463
-
-
Lichstein, J.W.1
Simons, T.R.2
Shriner, S.A.3
Franzreb, K.E.4
-
41
-
-
0001992501
-
Testing for correlation in the presence of spatial autocorrelation in insect count data
-
ed. by J. Baumgartner, P. Brandmayr and B.F.J. Manly ) Balkema, Rotterdam.
-
Liebhold, A.M. & Sharov, A.A. (1998) Testing for correlation in the presence of spatial autocorrelation in insect count data. Population and community ecology for insect management and conservation (ed. by J. Baumgartner, P. Brandmayr and B.F.J. Manly ), pp. 11-117. Balkema, Rotterdam.
-
(1998)
Population and community ecology for insect management and conservation
, pp. 11-117
-
-
Liebhold, A.M.1
Sharov, A.A.2
-
43
-
-
77957761445
-
The importance of scale for spatial confounding bias and precision of spatial regression estimators
-
Paciorek, C.J. (2010) The importance of scale for spatial confounding bias and precision of spatial regression estimators. Statistical Science, 25, 107-125.
-
(2010)
Statistical Science
, vol.25
, pp. 107-125
-
-
Paciorek, C.J.1
-
44
-
-
77949567712
-
Spatial and seasonal distribution of adult Oithona similis in the Southern Ocean: predictions using boosted regression trees
-
Pinkerton, M.H., Smith, A.N.H., Raymond, B., Hosie, G.W., Sharp, B., Leathwick, J.R. & Bradford-Grieve, J.M. (2010) Spatial and seasonal distribution of adult Oithona similis in the Southern Ocean: predictions using boosted regression trees. Deep-Sea Research I, 57, 469-485.
-
(2010)
Deep-Sea Research I
, vol.57
, pp. 469-485
-
-
Pinkerton, M.H.1
Smith, A.N.H.2
Raymond, B.3
Hosie, G.W.4
Sharp, B.5
Leathwick, J.R.6
Bradford-Grieve, J.M.7
-
45
-
-
84863304598
-
-
R Core Team R Foundation for Statistical Computing, Vienna, Austria. Available at (accessed 25 September 2013)
-
R Core Team (2013) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available at: http://www.R-project.org/ (accessed 25 September 2013).
-
(2013)
R: a language and environment for statistical computing
-
-
-
46
-
-
33845478186
-
Effect of residual smoothing on the posterior of the fixed effects in disease-mapping models
-
Reich, B.J., Hodges, J.S. & Zadnik, V. (2006) Effect of residual smoothing on the posterior of the fixed effects in disease-mapping models. Biometrics, 62, 1197-1206.
-
(2006)
Biometrics
, vol.62
, pp. 1197-1206
-
-
Reich, B.J.1
Hodges, J.S.2
Zadnik, V.3
-
47
-
-
0026540034
-
Geostatistical tools for modeling and interpreting ecological spatial dependence
-
Rossi, R.E., Mulla, D.J., Journel, A.G. & Franz, E.H. (1992) Geostatistical tools for modeling and interpreting ecological spatial dependence. Ecological Monographs, 62, 277-314.
-
(1992)
Ecological Monographs
, vol.62
, pp. 277-314
-
-
Rossi, R.E.1
Mulla, D.J.2
Journel, A.G.3
Franz, E.H.4
-
48
-
-
77954873474
-
Data mining in precision agriculture: management of spatial information
-
ed. by E. Hüllermeier, R. Kruse and F. Hoffmann ) Springer-Verlag, Berlin.
-
Russ, G. & Brenning, A. (2010) Data mining in precision agriculture: management of spatial information. Computational intelligence for knowledge-based systems design (ed. by E. Hüllermeier, R. Kruse and F. Hoffmann ), pp. 350-359. Springer-Verlag, Berlin.
-
(2010)
Computational intelligence for knowledge-based systems design
, pp. 350-359
-
-
Russ, G.1
Brenning, A.2
-
49
-
-
84899963952
-
Comparison of regression methods for spatially-autocorrelated count data on regularly- and irregularly-spaced locations
-
doi: 10.1111/j.1600-0587.2013.00279.x.
-
Saas, Y. & Gosselin, F. (2014) Comparison of regression methods for spatially-autocorrelated count data on regularly- and irregularly-spaced locations. Ecography, doi: 10.1111/j.1600-0587.2013.00279.x.
-
(2014)
Ecography
-
-
Saas, Y.1
Gosselin, F.2
-
50
-
-
0000120766
-
Estimating the dimension of a model
-
Schwarz, G. (1978) Estimating the dimension of a model. Annals of Statistics, 6, 461-464.
-
(1978)
Annals of Statistics
, vol.6
, pp. 461-464
-
-
Schwarz, G.1
-
51
-
-
0642336882
-
An asymptotic theory for linear model selection
-
Shao, J. (1997) An asymptotic theory for linear model selection. Statistica Sinica, 7, 221-264.
-
(1997)
Statistica Sinica
, vol.7
, pp. 221-264
-
-
Shao, J.1
-
53
-
-
0000859675
-
An asymptotic equivalence of choice of model by cross-validation and Akaike's criterion
-
Stone, M. (1977) An asymptotic equivalence of choice of model by cross-validation and Akaike's criterion. Journal of the Royal Statistical Society: Series B (Methodological), 39, 44-47.
-
(1977)
Journal of the Royal Statistical Society: Series B (Methodological)
, vol.39
, pp. 44-47
-
-
Stone, M.1
|