software

I like to develop R packages.

{predictNMB}

Estimates when and where a model-guided treatment strategy may outperform a treat-all or treat-none approach by Monte Carlo simulation and evaluation of the Net Monetary Benefit (NMB). predictNMB has been reviewed by rOpenSci and has a publication in the Journal of Open Source Software. It was awarded runner-up for the 2023 Venables Award (open source software for data analytics).

{circacompare}

Uses non-linear regression to statistically compare two circadian rhythms. Groups are only compared if both are rhythmic (amplitude is non-zero). Performs analyses regarding mesor, phase, and amplitude, reporting on estimates and statistical differences, for each, between groups. Details can be found in Parsons et al (2020) <doi:10.1093/bioinformatics/btz730>.

{simMetric}

Allows users to quickly apply individual or multiple metrics to evaluate Monte Carlo simulation studies.

{DSSP}

Draw samples from the direct sampling spatial prior model as described in G. White, D. Sun, P. Speckman (2019) <arXiv:1906.05575>. The basic model assumes a Gaussian likelihood and derives a spatial prior based on thin-plate splines.