R-universe - maikol-solis (Maikol Solís)

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

3.18 score 264 downloads

sobolnp - 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

bandwidthbootstrapcross-validationnonparametric-regressionsensitivity-analysis

2.00 score 1 scripts 230 downloads