Melanie A. Murphy

Melanie A. Murphy

2 packages on CRAN

99.99th

Percentile

Utilities for Random Forest model selection, class balance correction, significance test, cross validation and partial dependency plots.

spatialEco

cran
99.99th

Percentile

Utilities to support spatial data manipulation, query, sampling and modelling. Functions include models for species population density, download utilities for climate and global deforestation spatial products, spatial smoothing, multivariate separability, point process model for creating pseudo- absences and sub-sampling, polygon and point-distance landscape metrics, auto-logistic model, sampling models, cluster optimization, statistical exploratory tools and raster-based metrics.