Software

Below is a list my open-source software packages. For a more complete collection, see my GitHub profile. I am also an associate editor at the Journal of Open Source Software.

galamm - Generalized Additive Latent and Mixed Models

This R package contains functions for estimating generalized additive latent and mixed models.

BayesianLaterality - Predict Brain Asymmetry Based on Handedness and Dichotic Listening

This R package contains functions for estimating whether a subject is left- or right-dominant for language processing based on the results of dichotic listening experiments and information about handedness.

metagam: Meta-Analysis of Generalized Additive Models

This R package contains functions for meta analysis using generalized additive (mixed) models, by combining fits from multiple studies.

BayesMallows: Bayesian Preference Learning with the Mallows Rank Model

This R package contains functions for estimating the Bayesian Mallows model in a wide range of situation, using the Metropolis-Hastings algorithm.

hdme: High-Dimensional Regression with Measurement Error

This R package contains functions for fitting variable selection models in the presence of noise in the predictor variables. In particular, it supports a corrected lasso and the generalized matrix uncertainty selector. In addition, it offers an implementation of the (generalized) Dantzig selector.