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Diagnostic techniques applied in geostatistics for agricultural data analysis

Joelmir André Borssoi, Miguel Angel Uribe-Opazo, Manuel Galea Rojas

01/Dec/2009

The structural modeling of spatial dependence, using a geostatistical approach, is an indispensable tool to determine parameters that define this structure, applied on interpolation of values at unsampled points by kriging techniques. However, the estimation of parameters can be greatly affected by the presence of atypical observations in sampled data. The purpose of this study was to use diagnostic techniques in Gaussian spatial linear models in geostatistics to evaluate the sensitivity of maximum likelihood and restrict maximum likelihood estimators to […]