spatgeom - Geometric Spatial Point Analysis
The implementation to perform the geometric spatial point analysis developed in Hernández & Solís (2022) <doi:10.1007/s00180-022-01244-1>. It estimates the geometric goodness-of-fit index for a set of variables against a response one based on the 'sf' package. The package has methods to print and plot the results.
Last updated 3 months ago
3.30 score 1 scripts 133 downloadssobolnp - Nonparametric Sobol Estimator with Bootstrap Bandwidth
Algorithm to estimate the Sobol indices using a non-parametric fit of the regression curve. The bandwidth is estimated using bootstrap to reduce the finite-sample bias. The package is based on the paper Solís, M. (2018) <arXiv:1803.03333>.
Last updated 2 years ago
bandwidthbootstrapcross-validationnonparametric-regressionsensitivity-analysis
2.00 score 1 scripts 117 downloads