91 citations · 330 across the 8 of their papers we have counts for
3 papers · 1 filter
Bayesian nonparametric models for peak identification in MALDI-TOF mass spectroscopy
Leanna L. House, Merlise A. Clyde, Robert L. Wolpert
We present a novel nonparametric Bayesian approach based on Lévy Adaptive Regression Kernels (LARK) to model spectral data arising from MALDI-TOF (Matrix Assisted Laser Desorption…
Statistical methods for automated drug susceptibility testing: Bayesian minimum inhibitory concentration prediction from growth curves
Xi Kathy Zhou, Merlise A. Clyde, James Garrett +5
Determination of the minimum inhibitory concentration (MIC) of a drug that prevents microbial growth is an important step for managing patients with infections. In this paper we pr…
Bayesian model search and multilevel inference for SNP association studies
Melanie A. Wilson, Edwin S. Iversen, Merlise A. Clyde +2
Technological advances in genotyping have given rise to hypothesis-based association studies of increasing scope. As a result, the scientific hypotheses addressed by these studies…