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PyMC: Bayesian Stochastic Modelling in Python

Journal of statistical software, 2010-07, Vol.35 (4), p.1-81

2010

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Probabilistic programming in Python using PyMC3

PeerJ. Computer science, 2016-04, Vol.2, p.e55, Article e55

2016

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Adaptive management and the value of information: learning via intervention in epidemiology

PLoS biology, 2014-10, Vol.12 (10), p.e1001970-e1001970

2014

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Real-time decision-making during emergency disease outbreaks

PLoS computational biology, 2018-07, Vol.14 (7), p.e1006202-e1006202

2018

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PyMC: a modern, and comprehensive probabilistic programming framework in Python

PeerJ. Computer science, 2023-09, Vol.9, p.e1516-e1516, Article e1516

2023

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Tonsillectomy for Obstructive Sleep-Disordered Breathing: A Meta-analysis

Pediatrics (Evanston), 2017-02, Vol.139 (2)

2017

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Natural history and epidemiology of respiratory syncytial virus infection in the Middle East: Hospital surveillance for children under age two in Jordan

Vaccine, 2015-11, Vol.33 (47), p.6479-6487

2015

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Quantifying the Value of Perfect Information in Emergency Vaccination Campaigns

PLoS computational biology, 2017-02, Vol.13 (2), p.e1005318-e1005318

2017

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Combining information for monitoring at large spatial scales: First statewide abundance estimate of the Florida manatee

Biological conservation, 2015-06, Vol.186, p.44-51

2015

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Essential information: Uncertainty and optimal control of Ebola outbreaks

Proceedings of the National Academy of Sciences - PNAS, 2017-05, Vol.114 (22), p.5659-5664

2017

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Decision-making for foot-and-mouth disease control: Objectives matter

Epidemics, 2016-06, Vol.15 (C), p.10-19

2016

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Concurrent assessment of epidemiological and operational uncertainties for optimal outbreak control: Ebola as a case study

Proceedings of the Royal Society. B, Biological sciences, 2019-06, Vol.286 (1905), p.20190774-20190774

2019

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Compliance with vessel speed restrictions to protect North Atlantic right whales

PeerJ (San Francisco, CA), 2014-06, Vol.2, p.e399

2014

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Estimating the probability of IQ impairment from blood phenylalanine for phenylketonuria patients: a hierarchical meta-analysis

Journal of inherited metabolic disease, 2013-09, Vol.36 (5), p.757-766

2013

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Estimating upper bounds for occupancy and number of manatees in areas potentially affected by oil from the Deepwater Horizon oil spill

PloS one, 2014-03, Vol.9 (3), p.e91683

2014

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AHRQ series on complex intervention systematic reviews—paper 5: advanced analytic methods

Journal of clinical epidemiology, 2017-10, Vol.90, p.37-42

2017

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Distinct mucosal microbial communities in infants with surgical necrotizing enterocolitis correlate with age and antibiotic exposure

PloS one, 2018-10, Vol.13 (10), p.e0206366-e0206366

2018

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Measles outbreak response decision-making under uncertainty: a retrospective analysis

Journal of the Royal Society interface, 2018-03, Vol.15 (140), p.20170575

2018

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Simultaneous modeling of habitat suitability, occupancy, and relative abundance: African elephants in Zimbabwe

Ecological applications, 2010-06, Vol.20 (4), p.1173-1182

2010

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Using Momentary Assessment and Machine Learning to Identify Barriers to Self-management in Type 1 Diabetes: Observational Study

JMIR mHealth and uHealth, 2022-03, Vol.10 (3), p.e21959-e21959

2022

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Efficient Estimation Of Abundance For Patchily Distributed Populations Via Two-Phase, Adaptive Sampling

Ecology (Durham), 2008-12, Vol.89 (12), p.3362-3370

2008

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Progestogens for preterm birth prevention: a systematic review and meta-analysis

Obstetrics and gynecology (New York. 1953), 2012-10, Vol.120 (4), p.897-907

2012

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Global Trends in Extracorporeal Membranous Oxygenation Use and Survival of Patients With Influenza-Associated Illness

Pediatric critical care medicine, 2016-09, Vol.17 (9), p.876-883

2016

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Factors associated with severity of respiratory viral illnesses in hospitalized Jordanian children

Journal of infection and public health, 2020-03, Vol.13 (3), p.460-460

2020

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PyMC: Bayesian Stochastic Modelling in Python

Probabilistic programming in Python using PyMC3

Adaptive management and the value of information: learning via intervention in epidemiology

Real-time decision-making during emergency disease outbreaks

PyMC: a modern, and comprehensive probabilistic programming framework in Python

Tonsillectomy for Obstructive Sleep-Disordered Breathing: A Meta-analysis

Natural history and epidemiology of respiratory syncytial virus infection in the Middle East: Hospital surveillance for children under age two in Jordan

Quantifying the Value of Perfect Information in Emergency Vaccination Campaigns

Combining information for monitoring at large spatial scales: First statewide abundance estimate of the Florida manatee

Essential information: Uncertainty and optimal control of Ebola outbreaks

Multiple Introductions and Antigenic Mismatch with Vaccines May Contribute to Increased Predominance of G12P[8] Rotaviruses in the United States

Decision-making for foot-and-mouth disease control: Objectives matter

Concurrent assessment of epidemiological and operational uncertainties for optimal outbreak control: Ebola as a case study

Compliance with vessel speed restrictions to protect North Atlantic right whales

Estimating the probability of IQ impairment from blood phenylalanine for phenylketonuria patients: a hierarchical meta-analysis

Estimating upper bounds for occupancy and number of manatees in areas potentially affected by oil from the Deepwater Horizon oil spill

AHRQ series on complex intervention systematic reviews—paper 5: advanced analytic methods

Distinct mucosal microbial communities in infants with surgical necrotizing enterocolitis correlate with age and antibiotic exposure

Measles outbreak response decision-making under uncertainty: a retrospective analysis

Simultaneous modeling of habitat suitability, occupancy, and relative abundance: African elephants in Zimbabwe

Using Momentary Assessment and Machine Learning to Identify Barriers to Self-management in Type 1 Diabetes: Observational Study

Efficient Estimation Of Abundance For Patchily Distributed Populations Via Two-Phase, Adaptive Sampling

Progestogens for preterm birth prevention: a systematic review and meta-analysis

Global Trends in Extracorporeal Membranous Oxygenation Use and Survival of Patients With Influenza-Associated Illness

Factors associated with severity of respiratory viral illnesses in hospitalized Jordanian children

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