Selected Publications

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Credible Subgroups

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A Bayesian credible subgroups approach to identifying subgroups with positive treatment effects.
Schnell, PM, Tang, Q, Offen, WW, Carlin, BP.
Biometrics 72(4):1026-1036, 2016.
PUBMED. PREPRINT.

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Subgroup inference for multiple treatments and multiple endpoints in an Alzheimer's disease treatment trial
Schnell, PM, Tang, Q, Müller, P, Carlin, BP.
The Annals of Applied Statistics 11(2):949--966, 2017.
PDF.

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Multiplicity-adjusted semiparametric benefiting subgroup identification
Schnell, PM, Müller, P, Tang, Q, Carlin, BP.
Clinical Trials 15(1):75--86, 2018.
JOURNAL.

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credsubs: Multiplicity-adjusted subset identification
Schnell, PM, Fiecas, M, Carlin, BP.
Journal of Statistical Software 94(1):1--22, 2020.
OPEN ACCESS.

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Monte Carlo approaches to frequentist multiplicity-adjusted benefiting subgroup identification
Schnell, PM.
Statistical Methods in Medical Research 2020.
JOURNAL.

Spatial Mixed Models

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Mitigating unobserved spatial confounding when estimating the effect of supermarket access on cardiovascular disease deaths
Schnell, PM, Papadogeorgou, G.
Annals of Applied Statistics 14(4):2069--2095, 2020.
JOURNAL.

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Spectral parameterization for linear mixed models applied to confounding of fixed effects by random effects
Schnell, PM, Bose, M.
Journal of Statistical Planning of Inference 200:47--62, 2019.
JOURNAL.

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A marginal cure rate proportional hazards model for spatial survival data
Schnell, PM, Bandyopadhyay, D, Reich, BJ, Nunn, M.
Journal of the Royal Statistical Society: Series C (Applied Statistics) 64(4):673--691*
JOURNAL, PUBMED.

Blinded Safety Monitoring

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A Bayesian exposure-time method for clinical trial safety monitoring with blinded data.
Schnell, PM, Ball, G.
Therapeutic Innovation and Regulatory Science 50(6):833–838, 2016.
JOURNAL.