David R. Bickel

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 5

Top Topics

Incorporating Prior Knowledge

False Discovery Rate

Bayesian Models

Hypothesis Testing

Top Venues

Int. J. Approx. Reason.

IEEE ACM Trans. Comput. Biol. Bioinform.

Fuzzy Sets Syst.

Publications

David R. Bickel
Maximum entropy derived and generalized under idempotent probability to address Bayes-frequentist uncertainty and model revision uncertainty: An information-theoretic semantics for possibility theory. Fuzzy Sets Syst. 453 (2023)
David R. Bickel
Fisher's disjunction as the principle vindicating p-values, confidence intervals, and their generalizations: A frequentist semantics for possibility theory. Int. J. Approx. Reason. 154 (2023)
David R. Bickel
Coherent checking and updating of Bayesian models without specifying the model space: A decision-theoretic semantics for possibility theory. Int. J. Approx. Reason. 142 (2022)
David R. Bickel, Abbas Rahal
Correcting false discovery rates for their bias toward false positives. Commun. Stat. Simul. Comput. 50 (11) (2021)
Ali Karimnezhad, David R. Bickel
Incorporating Prior Knowledge about Genetic Variants into the Analysis of Genetic Association Data: An Empirical Bayes Approach. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (2) (2020)
David R. Bickel
Blending Bayesian and frequentist methods according to the precision of prior information with applications to hypothesis testing. Stat. Methods Appl. 24 (4) (2015)
David R. Bickel
Inference after checking multiple Bayesian models for data conflict and applications to mitigating the influence of rejected priors. Int. J. Approx. Reason. 66 (2015)
Zhenyu Yang, Zuojing Li, David R. Bickel
Empirical Bayes estimation of posterior probabilities of enrichment: A comparative study of five estimators of the local false discovery rate. BMC Bioinform. 14 (2013)
Ye Yang, Farnoosh Abbas Aghababazadeh, David R. Bickel
Parametric Estimation of the Local False Discovery Rate for Identifying Genetic Associations. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (1) (2013)
David R. Bickel
Game-theoretic probability combination with applications to resolving conflicts between statistical methods. Int. J. Approx. Reason. 53 (6) (2012)
David R. Bickel
Hypothesis support measured by likelihood in the presence of nuisance parameters, multiple studies, and multiple comparisons CoRR (2011)
David R. Bickel
Blending Bayesian and frequentist CoRR (2011)
David R. Bickel
Resolving conflicts between statistical methods by probability combination: Application to empirical Bayes analyses of genomic data. CoRR (2011)
David R. Bickel
Controlling the degree of caution in statistical inference with the Bayesian and frequentist approaches as opposite extremes CoRR (2011)
Corey M. Yanofsky, David R. Bickel
Validation of differential gene expression algorithms: Application comparing fold-change estimation to hypothesis testing. BMC Bioinform. 11 (2010)
David R. Bickel
Minimum description length methods of medium-scale simultaneous inference CoRR (2010)
David R. Bickel
Statistical inference optimized with respect to the observed sample for single or multiple comparisons CoRR (2010)
David R. Bickel, Zahra Montazeri, Pei-Chun Hsieh, Mary Beatty, Shai J. Lawit, Nicholas J. Bate
Gene network reconstruction from transcriptional dynamics under kinetic model uncertainty: a case for the second derivative. Bioinform. 25 (6) (2009)
David R. Bickel, Rudolf Frühwirth
On a fast, robust estimator of the mode: Comparisons to other robust estimators with applications. Comput. Stat. Data Anal. 50 (12) (2006)
David R. Bickel
Probabilities of spurious connections in gene networks: application to expression time series. Bioinform. 21 (7) (2005)
David R. Bickel
Degrees of differential gene expression: detecting biologically significant expression differences and estimating their magnitudes. Bioinform. 20 (5) (2004)
David R. Bickel
Robust Cluster Analysis of Microarray Gene Expression Data with the Number of Clusters Determined Biologically. Bioinform. 19 (7) (2003)