Computer Programs
The following programs can be used to perform the statistical methods and procedures described in the corresponding publications. They can be run within the Matlab computer program or as a standalone application. It is recommended that you read the user&¦39;s guide carefully before using these programs.
Modified F-Test For Multiple Correlation Analysis with Spatial Data
Dutilleul, P., Pelletier, B. and Alpargu, G. 2008. Modified F tests for assessing the multiple correlation between one spatial process and several others. Journal of Statistical Planning and Inference, 138:1402-1415.
The program can be downloaded as Matlab (.p) files or as a standalone application.
Files for Matlab users:
Files for non-Matlab users (standalone application):
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Coregionalization Analysis with a Drift
Pelletier, B., Dutilleul. P., Larocque, G. and Fyles, J.W. 2009a. Coregionalization analysis with a drift for multi-scale assessment of spatial relationships between ecological variables 1.Estimation of drift and random components. Environmental and Ecological Statistics, 16:439-466.
Pelletier, B., Dutilleul. P., Larocque, G. and Fyles, J.W. 2009b. Coregionalization analysis with a drift for multi-scale assessment of spatial relationships between ecological variables 2. Estimation of correlations and coefficients of determination. Environmental and Ecological Statistics, 16:467-494.
Files for non-Matlab users:
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Modified t-Tests in the Linear Model of Coregionalization
Dutilleul, P. and Pelletier, B. 2011. Tests of significance for structural correlations in the linear model of coregionalization. Mathematical Geosciences, 43:819-846.
Files for non-Matlab users:
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Modified F-Tests for Redundancy Analysis with Spatial Data
Dutilleul, P. and Pelletier, B. 2017. A valid parametric test of significance for the average R^2 in redundancy analysis with spatial data. Spatial Statistics, 19:21-41.
Files for Matlab users:
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Multi-Fractal Analysis (MFA) of Plant, Soil and Other Structures
Han, L., Srocke, F., Mašek, O., Smith, D. L., Lafond, J. A., Allaire, S., and Dutilleul, P. 2020. A Graphical-User-Interface application for multifractal analysis of soil and plant structures. Computers and Electronics in Agriculture, 174:105454 (DOI: 10.1016/j.compag.2020.105454).
Files:
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