Marc Suchard

16 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-9818-479X

Publications

• Zigzag Path Connects Two Monte Carlo Samplers: Hamiltonian Counterpart to a Piecewise Deterministic Markov Process — Journal of the American Statistical Association 2025
• Prior-Preconditioned Conjugate Gradient Method for Accelerated Gibbs Sampling in “Largen, Largep” Bayesian Sparse Regression — Journal of the American Statistical Association 2023
• Bayesian mitigation of spatial coarsening for a Hawkes model applied to gunfire, wildfire and viral contagion — The Annals of Applied Statistics 2022
• Inferring Phenotypic Trait Evolution on Large Trees With Many Incomplete Measurements — Journal of the American Statistical Association 2022
• Efficient Bayesian inference of general Gaussian models on large phylogenetic trees — The Annals of Applied Statistics 2021
• Large-scale inference of correlation among mixed-type biological traits with phylogenetic multivariate probit models — The Annals of Applied Statistics 2021
• Consistency and convergence rate of phylogenetic inference via regularization — The Annals of Statistics 2018
• Direct likelihood-based inference for discretely observed stochastic compartmental models of infectious disease — The Annals of Applied Statistics 2018
• Assessing phenotypic correlation through the multivariate phylogenetic latent liability model — The Annals of Applied Statistics 2015
• Sex, lies and self-reported counts: Bayesian mixture models for heaping in longitudinal count data via birth–death processes — The Annals of Applied Statistics 2015
• Estimation for General Birth-Death Processes — Journal of the American Statistical Association 2014
• Fitting birth–death processes to panel data with applications to bacterial DNA fingerprinting — The Annals of Applied Statistics 2013 (name-matched, not ORCID-linked)
• Modeling Protein Expression and Protein Signaling Pathways — Journal of the American Statistical Association 2012
• Reuse, recycle, reweigh: Combating influenza through efficient sequential Bayesian computation for massive data — The Annals of Applied Statistics 2010 (name-matched, not ORCID-linked)
• Evolutionary Similarity Among Genes — Journal of the American Statistical Association 2003
• Inferring Spatial Phylogenetic Variation Along Nucleotide Sequences — Journal of the American Statistical Association 2003