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2009

Vrugt J. A., ter Braak, C. J. F., Diks, C. G. H., Robinson, B. A., Hyman, J. M., Higdon, D. M. 2009. Accelerating Markov Chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling. International Journal of Nonlinear Sciences and Numerical Simulation  10.

Abstract. Postprint.

2008 Vrugt J. A., ter Braak C. J. F., Gupta H. V., and Robinson B. A. 2008. Equifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling? Stochastic Environmental Research and Risk Assessment (SERRA)  Abstract. Postprint.

Vrugt J. A., ter Braak C. J. F., Clark M. P., Hyman J. M., and Robinson B. A. (2008). Treatment of input uncertainty in hydrologic modeling: doing hydrology backwards with Markov Chain Monte Carlo simulation. Water Resources Research. 44, xxx-xxx

Pre-print 

2007

Timmerman, M. E. & ter Braak, C. J.F. (2007). Bootstrap Confidence Intervals for Principal Response Curves. Computational Statistics and Data Analysis (in press). Abstract. Pre-print

Kourmpetis, Y. A. I., van der Burgt, A., Bink, M. C. A. M., ter Braak, C. J. F. & van Ham, R. C. H. J. (2007). The use of multiple hierarchically independent gene ontology terms in gene function prediction and genome annotation In Silico Biology, 7, paper 0050. Abstract.

Qiu, Y.T., Smallegange, R.C., Ter Braak, C.J.F., Spitzen, J., Van Loon, J. J. A., Jawara, M., Milligan, P., Galimard, A. M., van Beek, T. A., Knols, B. G. J. & Takken, W. (2007). Attractiveness of MM-X Traps Baited with Human or Synthetic Odor to Mosquitoes (Diptera: Culicidae) in The Gambia. Journal of Medical Entomology, 44,6, 970-983. Abstract.

2006 ter Braak, C. J. F. (2006). A Markov Chain Monte Carlo version of the genetic algorithm Differential Evolution: easy Bayesian computing for real parameter spaces. Statistics and Computing, 16, 239-249. Abstract. Post -print.
ter Braak, C. J. F. (2006). Bayesian sigmoid shrinkage with improper variance priors and an application to wavelet denoising, Computational Statistics and Data Analysis, 51, 1232-1242. Abstract. Post-print.

ter Braak, C. J. F. (2006). Discussion of ‘Bayesian palaeoclimate reconstruction’ by J. Haslett et al. J. Roy. Stat. Ser A., 169, 431-432. Post-print.

Qiu, Y. T., Smallegange, R. C., van Loon, J. J. A., ter Braak, C. J. F. & Takken, W. (2006). Interindividual variation in the attractiveness of human odours to the malaria mosquito Anopheles gambiae s. S. Medical and Veterinary Entomology, 20, 280-287. Abstract.

ter Braak C.J.F. (2006). (in Dutch). De zoektocht naar eenvoud: betere multivariate statistiek én levenswetenschappen, inaugurale rede (The search for simplicity: better multivariate statistics and life sciences, inaugural lecture), Wageningen University. PDF.
2005

ter Braak, C. J. F., Boer, M. P. & Bink, M. (2005). Extending Xu's Bayesian model for estimating polygenic effects using markers of the entire genome. Genetics, 170, 1435-1438. Abstract.

Akkermans, W., Verdonschot, P.F.M., Nijboer, R.C., Goedhart, P.W. & ter Braak, C.J.F. (2005). Predicting macro-fauna community types from environmental variables by means of support vector machines. Chapter 6.6 in: Modelling community structure in freshwater ecosystems (eds. Lek, S, Scardi, M, Verdonschot, P.F.M., Descy, J.P., Park, Y.S.). Springer, Berlin, pp. 411 – 434. Post-print

Paulo M. J., van der Voet H., Jansen M. J. W., ter Braak C. J. F. & van Klaveren J. D. (2005). Risk assessment of dietary exposure to pesticides using a Bayesian method. Pest Management Science, 61, 759-766. Abstract.

2004

ter Braak, C. J. F. & Schaffers, A. P. (2004). Co-correspondence analysis: a new method to relate two species compositions. Ecology, 85, 834-846. Abstract.
Post-print. Matlab software. example data. See also R package cocorresp.

Etienne, R., C. J. F. ter Braak, & C. C. Vos. (2004). Application of stochastic patch occupancy models to real metapopulations. In: Ecology, Genetics and Evolution of Metapopulations (eds. Hanski, I. and Gaggiotti, O.). Elsevier, Amsterdam, pp. 105-132. Post-print.

ter Braak, C. J. F. and Prentice, I. C. (2004). A theory of gradient analysis. Advances in ecological research: Classic Papers, 34, 235-282.
2003

ter Braak, C. J. F. & Etienne, R. (2003). Improved Bayesian analysis of metapopulation data (with an application to a tree frog metapopulation). Ecology, 84, 231–241. Abstract See also the appendix, data and software

ter Braak, C. J. F., Hoijtink, H. Akkermans, W. & Verdonschot, P. F. M. (2003). Bayesian model-based cluster analysis for predicting macrofaunal commmunities. Ecological Modelling, 160, 235 – 248. Abstract.

van den Brink, P. J., van den Brink, N. W. & ter Braak, C. J. F. (2003). Multivariate analysis of ecotoxicological data using ordination: Demonstrations of utility on the basis of various examples. Australasian Journal of Ecotoxicology 9, 141-156. Multivariateanalysis2003.pdf]. Post-print

Wamelink, G. W. W, ter Braak, C. J. F. & van Dobben, H. F. (2003). Changes in large-scale patterns of plant biodiversity predicted from environmental scenarios. Landscape Ecology, 18, 513-527.Abstract.

van Katwijk M.M. & ter Braak C. J. F. (2003). Handleiding voor het gebruik van multivariate analysetechnieken in de ecologie. Ecoscience, Universiteit Nijmegen, 30 pp.

2003

Anderson, M. J. & ter Braak, C. J. F. (2003). Permutation tests for multi-factorial analysis of variance. Journal of Statistical Computation and Simulation, 73, 85-113. Abstract.

Boer, M., ter Braak, C. J. F. & Jansen, R. C. (2002). A penalized likelihood method for mapping epistatic quantitative trait loci with one-dimensional genome searches. Genetics, 162, 951-960. Abstract

de Boer, W. J., den Besten, P. J. & ter Braak, C. J. F. (2002). Statistical analysis of sediment toxicity by additive monotone regression splines. Ecotoxicology, 11, 435-450. Abstract.

Jansen, R. C, ter Braak, C. J. F, Maliepaard, C. A. & Boer, M. P. (2002). Discussion of ‘A model selection approach for the identification of quantitative trait loci in experimental crosses’ by K. W. Broman & T. P. Speed. J. Roy. Stat. Ser B., 64, 751-752.

2002

ter Braak, C.J.F. & Šmilauer, P. (2002) CANOCO Reference Manual and CanoDraw for Windows User's Guide: Software for Canonical Community Ordination (version 4.5). Ithaca, NY, USA: Microcomputer Power. Downloadable: section on permutation methods.

2001

Vos, C. C., Verboom, J., Opdam, P. F. M. & ter Braak, C. J. F. (2001). Towards ecologically scaled landscape indices. The American Naturalist, 183, 24- 41. Abstract Full-paper.

van Dobben, H. F., Wolterbeek, H. Th., Wamelink, G. W. W. & ter Braak, C. J. F. (2001). Relationship between epiphytic lichens, trace elements and gaseous atmospheric pollutants. Environmental Pollution, 112, 163-169. Abstract Pdf

Brink, P. J. van den, Traas, T. P., Janse, J. H., Cuppen, J. G .M., ter Braak, C. J. F. en Brock, T. C. M.. 2001. Multi-stress in het landelijk gebied. Gecombineerde effecten van nutrienten en bestrijdingsmiddelen op zoetwater ecosystemen. Landschap 18(2) 69-82.

2000

Vos, C. C., ter Braak, C. J. F. & Nieuwenhuizen, W. (2000). Incidence function modelling and conservation of the tree frog in the Netherlands, Ecological Bulletins, 48, 165-180.

Huijser, M. P., Bergers, P. J. M. & ter Braak, C. J. F. (2000). Road, traffic and landscape characteristics of hedgehog traffic victim sites. In: Hedgehog traffic victims and mitigation strategies in an anthropogenic landscape Huijser, M. P. PhD. thesis, Wageningen University.

1999

van den Brink, P. J. & ter Braak, C. J. F. (1999). Principal response curves: analysis of time-dependent multivariate responses of a biological community to stress. Environmental Toxicology and Chemistry, 18, 138-148. Abstract. Post-print.

Foppen, R., ter Braak, C.J.F., Verboom, J., and Reijnen, R. (1999) Dutch sedge warblers Acrocephalus schoenobaenus and West- African rainfall: empirical data and simulation modelling show low population resilience in fragmented marshlands. Ardea , 87, 113-127. Abstract.

van Dobben, H.F., and ter Braak, C.J.F. (1999) Ranking of epiphytic lichen sensitivity to air pollution using survey data: A comparison of indicator scales. Lichenologist, 31, 27-39. Abstract

van Dobben, H. F., ter Braak, C. J. F. & Dirkse, G. M. (1999). Undergrowth as a biomonitor for deposition of nitrogen and acidity in pine forest. Forest Ecology and Management, 114, 83-95. Abstract.

1998

ter Braak, C. J. F. & De Jong, S. (1998). The objective function of partial least-squares regression. Journal of Chemometrics, 12, 41-54. Abstract. Post-print.

ter Braak, C. J. F., Hanski, I. & Verboom, J. (1998). The incidence function approach to modelling of metapopulation dynamics. In Modelling spatio-temporal dynamics in ecology (eds. Bascompte, J. & Solé, R. V.). Austin, TX: Landes Biosciences, pp 167-188. Abstract. Post-print

ter Braak, C. J. F. & Smilauer, P. (1998). CANOCO Reference Manual and User's Guide to Canoco for Windows: Software for Canonical Community Ordination (version 4). Ithaca, NY: Microcomputer Power, 352 pp. (UR)

van den Brink, P. J. & ter Braak, C. J. F. (1998). Ordination of responses to toxic stress in experimental ecosystems. Toxicology and Ecotoxicology News, 4, 174-178

van den Brink, P. J. & ter Braak, C. J. F. (1998). Multivariate analysis of stress on experimental ecosystems by principal response curves and similarity analysis. Aquatic ecology, 32, 163-178. Abstract

van Dobben, H. F. & ter Braak, C. J. F. (1998). Effects of atmospheric NH3 on epiphytic lichens in the Netherlands: the pitfalls of biological monitoring. Atmospheric Environment, 32, 551-557. Abstract.

Wamelink, W., ter Braak, C. J. F. & van Dobben, H. F. (1998). De potentiele natuurwaarde van de EHS: natuurwaardering op basis van abiotische omstandigheden; het Natuur Technisch Model. Landschap, 15, 145-156.

Goedhart, P. & ter Braak, C. J. F. (1998). Analysis of wildlife monitoring data using GENSTAT. IBN Research Report 98/2. Wageningen: IBN-DLO.

1997 Van der Voet, H. & ter Braak, C.J.F. (1997). Cp and prediction with many regressors: comments on Mallows (1995). Technometrics, 39, 115-116.

ter Braak, C. J .F. (1997). Discussion to 'Predicting multivariate responses in multiple linear regression' by L. Breiman and J.H. Friedman. Journal of the Royal Statistical Society Series B, 59, 43. Post-print.

ter Braak, C. J. F. Review of "Biplots" by Gower, J. C. & Hand, D. J. (1996) Chapman & Hall (London) Psychometrika, 62, 457-459. Post-print[terBraak1996GowerHandBiplotsReview.pdf]

Wamelink, G. W. W., ter Braak, C. J. F. & van Dobben, H. F. (1997). De Nederlands natuur in 2020: schatting van de potentiele natuurwaarde in drie scenario's IBN rapport 312, IBN-DLO, Wageningen, 79 pp
1996

ter Braak C. J. F., van Dobben, H. and di Bella, G. (1996). On inferring past environmental change from species composition data by nonlinear reduced-rank models. In: van Houwelingen H.C. (eds), Invited Papers, the XIIIth International Biometric Conference, The Biometric Society, Amsterdam, pp. 65-70. Post-print.



Baar J. and ter Braak, C. J. F. (1996). Ectomycorrhizal sporocarp occurrence as affected by manipulation of litter and humus layers in Scots pine stands of different age. Applied Soil Ecology, 4, 61-73. Abstract. PDF.



Dolédec S., Chessel, D., ter Braak, C. J. F. and Champely, S. (1996). Matching species traits to environmental variables: a new three-table ordination method. Environmental and Ecological Statistics, 3, 143-166. Abstract. PDF.

1995

ter Braak, C. J. F. (1995). Non-linear methods for multivariate statistical calibration and their use in palaeoecology: a comparison of inverse (k-nearest neighbours, partial least squares and weighted averaging partial least squares) and classical approaches. Chemometrics and Intelligent Laboratory Systems, 28, 165-180. Abstract. Post-print.

ter Braak, C. J. F. and Verdonschot, P. F. M. (1995). Canonical correspondence analysis and related multivariate methods in aquatic cology. Aquatic Sciences, 57, 255-289. Abstract. Post-print.

Reijnen, R., Foppen, R., ter Braak, C. and Thissen, J. (1995). The effects of car traffic on breeding bird populations in woodland. III Reduction of density in relation to the proximity of main roads. Journal of Applied Ecology 32, 187-202. Abstract.

de Vries, S. and ter Braak, C. J. F. (1995). Prediction error in partial least squares (PLS) regression: a critique on the deviation used in The Unscrambler. Chemometrics and Intelligent Laboratory Systems, 30, 239-245.Abstract. PDF.

Jongman R. H. G., ter Braak, C. J. F. and van Tongeren, O. F. R., editors (1995). Data analysis in community and landscape ecology. Cambridge: Cambridge University Press. Google books.

ter Braak, C. J. F. and Verboom, J. (1995). On deducing time parameters from spatial patterns: The (auto)logistic model in landscape ecological processes. In: Spatial and Temporal Modelling in Agricultural Research, Proceedings of the Fourth HARMA workshop, R. W. Payne, (ed.) Harpenden, UK, IARC-Rothamsted. Abstract. Post-print.

1994

ter Braak, C. J. F. and Looman, C. W. N. (1994) Biplots in reduced-rank regression. Biometrical Journal, 36, 983-1003. Abstract. Post-print.

ter Braak, C. J. F. and Wiertz, J. (1994). On the statistical analysis of vegetation change: a wetland affected by water extraction and soil acidification. Journal of Vegetation Science, 5, 361-372. Abstract. Post-print .

ter Braak, C. J. F. (1994) Canonical community ordination. Part I: Basic theory and linear methods. Ecoscience, 1 (2), 127-140. Abstract Canonical community ordination comprises a collection of methods that relate species assemblages to their environment, in both Post-print.

ter Braak C. J. F., van Strien, A. J., Meijer R. and Verstrael T. J. (1994). Analysis of monitoring data with many missing values: which method? In: Bird Numbers 1992. Distribution, monitoring and ecological aspects, Hagemeijer E. J. M. and T. J. Verstrael (eds) , Statistics Netherlands, Voorburg, pp. 663-673. Post-print

Verdonschot, P. F. M. and ter Braak, C. J. F. (1994). An experimental manipulation of oligochaete commnunities in mesocosms treated with chlorpyrifos or nutrient additions: multivariate analyses with Monte Carlo permutation tests. Hydrobiologia, 278, 251-266. Abstract. PDF.

de Jong, S. and ter Braak, C. J. F. (1994). Comments on the PLS kernel algorithm. Journal of Chemometrics, 8, 169-174. Abstract.

Line, J. M., ter Braak, C. J. F. and Birks, H. J. B. (1994). WACALIB version 3.3 - a computer program to reconstruct environmental variables from fossil assemblages by weighted averaging and to derive sample-specific errors of prediction. Journal of Paleolimnology, 10, 147-152. Abstract. PDF.

1993

ter Braak, C. J. F., Juggins, S., Birks, H. J. B. and van der Voet, H. (1993).Weighted averaging partial least squares regression (WA-PLS): definition and comparison with other methods for species-environment calibration. Chapter 25 in: Multivariate Environmental Statistics, G. P. Patil, and C. R. Rao (eds). Amsterdam: Elsevier (North-Holland), pp. 525-560. [CJF1] Abstract. post-print.

ter Braak, C. J. F. and Juggins, S. (1993). Weighted averaging partial least squares regression (WA-PLS): an improved method for reconstructing environmental variables from species assemblages. Hydrobiologia, 269, 485-502. Abstract PDF.
Franeker, J. A. and ter Braak, C. J. F. (1993). A generalized discriminant for sexing fulmarine petrels from external measurements. The Auk, 110, 492-502. Abstract.
1992

ter Braak, C. J. F. (1992). Permutation versus bootstrap significance tests in multiple regression and ANOVA. In Bootstrapping and related techniques, (ed. K. -H. Jöckel, G. Rothe, and W. Sendler), pp. 79-85. Berlin: Springer Verlag. Abstract. Post-print. Remark. [See for a more recent evaluation of methods Anderson, M.J. and Ronbinson, J. 2001. Permatation tests for linear models. Australian and New Zealand Journal of Statistics 43: 75-88, http://dx.doi.org/10.1111/1467-842X.00156

ter Braak, C. J. F. (1992). Multidimensional scaling and regression. Statistica Applicata (Italian Journal of Applied Statistics), 4, 577-586. Abstract. Post-print

ter Braak, C. J. F. (1992). Multidimensional scaling and regression. Statistica Applicata (Italian Journal of Applied Statistics), 4, 577-586. Abstract . Postprint.

de Gruijter, J. J. and ter Braak, C. J. F. (1992). Design-based versus model-based sampling strategies: comment on R.J. Barnes "Bounding the required sample size for geologic site characterization". Mathematical Geology, 24, 859-864. Abstract.] PDF.

van der Zee, F. F., Wiertz, J., ter Braak, C. J. F., van Apeldoorn, R. C. and Vink, J. (1992). Landscape change as a possible cause of the badger Meles meles L. decline in the Netherlands. Biological Conservation, 61, 17-22. Abstract..

1991

ter Braak, C. J. F. (1991). Book review. P. G. N. Digby and R. A. Kempton, Multivariate Analysis of Ecological Communities, London, London, Chapman & Hall. Journal of Classification, 8, 271-273.

1990

ter Braak, C. J. F. (1990). Interpreting canonical correlation analysis through biplots of structural correlations and weights. Psychometrika, 55, 519-531.Abstract. PDF.

ter Braak, C. J. F. (1990). Update notes: CANOCO version 3.1. Wageningen: Agricultural Mathematics Group. (UR). PDF.

Birks, H. J. B., Line, J. M., Juggins, S., Stevenson, A. C. and ter Braak, C. J. F. (1990). Diatoms and pH reconstruction. Philosophical Transactions of the Royal Society of London, series B, 327, 263-278. Abstract. PDF.

Goedhart, P. and ter Braak, C. J. F. (1990). RPLS. In GENSTAT 5 GLW procedure library manual, (ed. J. Thissen, and P. Goedhart), pp. 1-5. Wageningen: Agricultural Mathematics Group

de Gruijter, J. J. and ter Braak, C. J. F. (1990). Model-free estimation from spatial samples: a reappraisal of classical sampling theory. Mathematical Geology, 22, 407-415. Abstract. PDF.
1989 ter Braak, C. J. F. and van Dam, H. (1989). Inferring pH from diatoms: a comparison of old and new calibration methods. Hydrobiologia, 178, 209-223. [] Abstract. PDF.
ter Braak, C. J. F. (1989). CANOCO - an extension of DECORANA to analyze species-environment relationships. Hydrobiologia, 184, 169-170. PDF.
Grabherr, G., Mucina, L., Dale, M. B., ter Braak, C. J. F., editors (1989). Progress in theoretical vegetation science. Dordrecht: Kluwer.
1988 ter Braak, C. J. F. (1988). Partial canonical correspondence analysis. In Classification and related methods of data analysis, (ed. H. H. Bock), pp. 551-558. Amsterdam: North-Holland. PDF.
ter Braak, C. J. F. and Prentice, I. C. (1988).A theory of gradient analysis. Advances in ecological research, 18, 271-317. PDF.
ter Braak, C. J. F. (1988). Variance and confidence interval for maximum probability in the Gaussian-logit model (Appendix to Smits et al.). Aquatic Botany, 32, 59-60.PDF.
ter Braak, C. J. F. (1988). CANOCO-a FORTRAN program for canonical community ordination by [partial] [detrended] [canonical] correspondence analysis, principal components analysis and redundancy analysis (version 2.1). Microcomputer Power Ithaca, New York, 95 pp. PDF.
1987 ter Braak, C. J. F. (1987). The analysis of vegetation-environment relationships by canonical correspondence analysis. Vegetatio, 69, 69-77. Abstract. PDF.
ter Braak, C. J. F. and Looman, C. W. N. (1987). Regression. In Data analysis in community and landscape ecology, (ed. R. H. G. Jongman, C. J. F. ter Braak, and O. F. R. van Tongeren), pp. 29-77. Wageningen: Pudoc.
ter Braak, C. J. F. (1987). Calibration. In Data analysis in community and landscape ecology, (ed. R. H. G. Jongman, C. J. F. ter Braak, and O. F. R. van Tongeren), pp. 78-90. Wageningen: Pudoc.
ter Braak, C. J. F. (1987). Ordination. In Data analysis in community and landscape ecology, (ed. R. H. G. Jongman, C. J. F. ter Braak, and O. F. R. van Tongeren), pp. 91-173. Wageningen: Pudoc.
ter Braak, C. J. F. (1987-1992). CANOCO - a FORTRAN program for CANOnical Community Ordination. Ithaca, NY, USA: Microcomputer Power. (UR).
ter Braak, C. J. F. and Gremmen, N. J. M. (1987). Ecological amplitudes of plant species and the internal consistency of Ellenberg's indicator values for moisture. Vegetatio, 69, 79-87.Abstract. PDF.
Jongman, R. H. G., ter Braak, C. J. F. and van Tongeren, O. F. R., editors (1987). Data analysis in community and landscape ecology. Wageningen: Pudoc.
1986 ter Braak, C. J. F. (1986). Canonical correspondence analysis: a new eigenvector technique for multivariate direct gradient analysis. Ecology, 67, 1167-1179. Abstract. PDF.
ter Braak, C. J. F. and Barendregt, L. G. (1986). Weighted averaging of species indicator values: its efficiency in environmental calibration. Mathematical Biosciences, 78, 57-72. Abstract. PDF.
ter Braak, C. J. F. and Looman, C. W. N. (1986). Weighted averaging, logistic regression and the Gaussian response model. Vegetatio, 65, 3-11.] Abstract. PDF.
ter Braak, C. J. F. (1986). Interpreting a hierarchical classification with simple discriminant functions: an ecological example. In Data Analysis and Informatics, IV, (ed. E. Diday), pp. 11-21. Amsterdam: North-Holland.PDF
1985 ter Braak, C. J. F. (1985). Correspondence analysis of incidence and abundance data: properties in terms of a unimodal reponse model. Biometrics, 41, 859-873. Abstract. PDF.
1984 Opdam, P. van Dorp, D. and ter Braak, C. J. F. (1984). The effect of isolation on the number of woodland birds in small woods in the Netherlands. Journal of Biogeography, 11, 473-478. Abstract. PDF.
1983 ter Braak, C. J. F. (1983). Principal components biplots and alpha and beta diversity. Ecology, 64, 454-462. Abstract. PDF.
1982 Diggle, P. J. and ter Braak, C. J. F. (1982). Point sampling of binary mosaics in ecology. In Statistics in Theory and Practice. Essays in Honour of Bertil Matèrn., (ed. B. Ranneby), pp. 107-122. Umeå: Swedish University of Agricultural Sciences.
1981 van Dam, H., Surmond, G. and ter Braak, C. J. F. (1981). Impact of acidification on diatoms and chemistry of Dutch moorland pools. Hydrobiologia, 83, 425-459. AbstractPDF. 

Five key papers

2006 ter Braak, C. J. F. (2006). A Markov Chain Monte Carlo version of the genetic algorithm Differential Evolution: easy Bayesian computing for real parameter spaces. Statistics and Computing, 16, 239-249. Abstract. Post -print.
2005

ter Braak, C. J. F., Boer, M. P. & Bink, M. (2005). Extending Xu's Bayesian model for estimating polygenic effects using markers of the entire genome. Genetics, 170, 1435-1438. Abstract.

2003

ter Braak, C. J. F. & Etienne, R. (2003). Improved Bayesian analysis of metapopulation data (with an application to a tree frog metapopulation). Ecology, 84, 231–241. Abstract See also the appendix, data and software

 

 

  
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