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Publications

Submitted and under revision

Johndrow, J.E., Lum, K. and Manrique-Vallier, D. (2016). Estimating the observable population size from biased samples: a new approach to population estimation with capture heterogeneity. (under review)  arXiv preprint.

Johndrow, J.E., Mattingly, J.C., Mukherjee, S. and Dunson, D. Optimal Approximating Markov Chains for Bayesian Inference. Annals of Statistics (reject and resubmit) arXiv preprint.

Johndrow, J.E. and Lum, K. An algorithm for removing sensitive information: application to race-independent recidivism prediction. Annals of Applied Statistics (under revision). arXiv preprint.

Johndrow, J.E., Smith, A., Pillai, N. and Dunson, D.B. MCMC for Imbalanced Categorical Data. Journal of the American Statistical Association (under revision). arXiv preprint.

Published

Johndrow, J.E., Lum, K. and Dunson, D.B. Theoretical Limits of Record Linkage and Microclustering. Biometrika (to appear). arXiv preprint.

Johndrow, J., & Bhattacharya, A. (2018). Optimal Gaussian approximations to the posterior for log-linear models with Diaconis–Ylvisaker priors. Bayesian Analysis13(1), 201-223. Web resource link.

Johndrow, J. E., Bhattacharya, A., & Dunson, D. B. (2017). Tensor decompositions and sparse log-linear models. The Annals of Statistics45(1), 1-38. AoS preprint

Lum, K. and Johndrow, J., (2016). A statistical framework for fair predictive algorithms. In Fairness and Transparency in Machine Learning (FAT-ML) conference. arXiv preprint.

Liu, I. A., Johndrow, J. E., Abe, J., Lüpold, S., Yasukawa, K., Westneat, D. F., & Nowicki, S. (2015). Genetic diversity does not explain variation in extra‐pair paternity in multiple populations of a songbird. Journal of evolutionary biology28(5), 1156-1169. Web resource link.

Johndrow, J., Dunson, D., & Lum, K. (2013, April). Diagonal orthant multinomial probit models. In Artificial Intelligence and Statistics (pp. 29-38). JMLR preprint. Selected as a Notable Paper (2.6 % of submissions were selected as notable).

Liu, R., Woolner, S., Johndrow, J. E., Metzger, D., Flores, A., & Parkhurst, S. M. (2008). Sisyphus, the Drosophila myosin XV homolog, traffics within filopodia transporting key sensory and adhesion cargos. Development135(1), 53-63. Web resource link.

Stanley, S. A., Johndrow, J. E., Manzanillo, P., & Cox, J. S. (2007). The Type I IFN response to infection with Mycobacterium tuberculosis requires ESX-1-mediated secretion and contributes to pathogenesis. The Journal of Immunology178(5), 3143-3152. Web resource link.

Verdier, V., Johndrow, J. E., Betson, M., Chen, G. C., Hughes, D. A., Parkhurst, S. M., & Settleman, J. (2006). Drosophila Rho-kinase (DRok) is required for tissue morphogenesis in diverse compartments of the egg chamber during oogenesis. Developmental biology297(2), 417-432. Web resource link.

Johndrow, J. E., Rosales-Nieves, A. E., Keller, L. C., Magie, C. R., Pinto-Santini, D. M., & Parkhurst, S. M. (2006). Coordination of microtubule and microfilament dynamics by Drosophila Rho1, Spire and Cappuccino. Nature cell biology8(4), 367-376. Web resource link.

Machado, F. S., Johndrow, J. E., Esper, L., Dias, A., Bafica, A., Serhan, C. N., & Aliberti, J. (2006). Anti-inflammatory actions of lipoxin A4 and aspirin-triggered lipoxin are SOCS-2 dependent. Nature medicine12(3), 330-334. Web resource link.

Hoffman, H. E., Blair, E. R., Johndrow, J. E., & Bishop, A. C. (2005). Allele-specific inhibitors of protein tyrosine phosphatases. Journal of the American Chemical Society127(9), 2824-2825. Web resource link.

Johndrow, J. E., Magie, C. R., & Parkhurst, S. M. (2004). Rho GTPase function in flies: insights from a developmental and organismal perspective. Biochemistry and cell biology82(6), 643-657. Web resource link.

arXiv Preprints

Johndrow, J. E., and Mattingly, J. C. (2017). Error bounds for Approximations of Markov chains. arXiv preprint.

Johndrow, J. E., and Palacios, J. A. (2017). Exact Limits of Inference in Coalescent Models. arXiv preprint.

Duan, L.L., Johndrow, J.E. and Dunson, D.B. (2017). Scaling Up Data Augmentation MCMC via Calibration. arXiv preprint.

Johndrow, J.E. and Orenstein, P. (2017). Scalable MCMC for Bayes Shrinkage Priors. arXiv preprint.

Goldberg, D. and Johndrow, J.E. (2017). A Decision Theoretic Approach to A/B Testing. arXiv preprint.

Johndrow, J.E. and Mattingly, J.C. (2017). Coupling and Decoupling to bound an approximating Markov Chain. arXiv preprint.

Johndrow, J.E. and Wolpert, R.L. (2015). Tail waiting times and the extremes of stochastic processes. arXiv preprint.