Vanja Dukic
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Applied Mathematician
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Mathematics
Vanja Dukic's Degrees
- PhD Applied Mathematics Stanford University
- Masters Mathematics University of California, Berkeley
- Bachelors Mathematics University of Belgrade
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Why Is Vanja Dukic Influential?
(Suggest an Edit or Addition)According to Wikipedia, Vanja Dukic is an expert in computational statistics and mathematical epidemiology who works as a professor of applied mathematics at the University of Colorado Boulder. Her research includes work on using internet search engine access patterns to track diseases, and on the effects of climate change on the spread of diseases.
Vanja Dukic's Published Works
Published Works
- Tracking Epidemics With Google Flu Trends Data and a State-Space SEIR Model (2012) (156)
- Interaction of Prenatal Exposure to Cigarettes and MAOA Genotype in Pathways to Youth Antisocial Behavior (2009) (138)
- Epidemics of Community-Associated Methicillin-Resistant Staphylococcus aureus in the United States: A Meta-Analysis (2013) (121)
- Hazard of recurrence and adjuvant treatment effects over time in lymph node-negative breast cancer (2009) (114)
- Meta‐analysis of Diagnostic Test Accuracy Assessment Studies with Varying Number of Thresholds (2003) (96)
- Nonconvulsive seizures in subarachnoid hemorrhage link inflammation and outcome (2014) (94)
- Uncertainty in predictions of disease spread and public health responses to bioterrorism and emerging diseases (2006) (91)
- Assessment of cookstove stacking in Northern Ghana using surveys and stove use monitors (2016) (65)
- Analysis of repeated pregnancy outcomes (2006) (64)
- The Role of Weather in Meningitis Outbreaks in Navrongo, Ghana: A Generalized Additive Modeling Approach (2012) (61)
- Modeling the transmission of community-associated methicillin-resistant Staphylococcus aureus: a dynamic agent-based simulation (2014) (58)
- Recurring infection with ecologically distinct HPV types can explain high prevalence and diversity (2017) (55)
- Alluvial response to the Paleocene–Eocene Thermal Maximum climatic event, Polecat Bench, Wyoming (U.S.A.) (2015) (51)
- Predicting Multivariate Insurance Loss Payments Under the Bayesian Copula Framework (2013) (45)
- Short-Acting β-Agonist Prescription Fills as a Marker for Asthma Morbidity (2005) (45)
- A Bayesian non‐linear model for forecasting insurance loss payments (2012) (44)
- Effects of host heterogeneity on pathogen diversity and evolution. (2015) (44)
- Research on Emissions, Air quality, Climate, and Cooking Technologies in Northern Ghana (REACCTING): study rationale and protocol (2015) (41)
- Survival analysis with electronic health record data: Experiments with chronic kidney disease (2014) (38)
- Modeling the relationship of cotinine and self-reported measures of maternal smoking during pregnancy: a deterministic approach. (2007) (32)
- Unpacking the association: Individual differences in the relation of prenatal exposure to cigarettes and disruptive behavior phenotypes. (2011) (31)
- Tracking Flu Epidemics Using Google Flu Trends and Particle Learning (2009) (29)
- Internet Queries and Methicillin-Resistant Staphylococcus aureus Surveillance (2011) (28)
- Who Underreports Smoking on Birth Records: A Monte Carlo Predictive Model with Validation (2012) (27)
- A hierarchical Bayesian approach to modeling embryo implantation following in vitro fertilization. (2002) (26)
- Modeling the Short-Term Effect of Traffic and Meteorology on Air Pollution in Turin with Generalized Additive Models (2012) (25)
- A BAYESIAN MULTIRESOLUTION HAZARD MODEL WITH APPLICATION TO AN AIDS REPORTING DELAY STUDY (2005) (25)
- The complex enterprise of modelling prenatal exposure to cigarettes: what is 'enough'? (2009) (23)
- Modeling the spread of community-associated MRSA (2012) (22)
- Calibrating Self-Reported Measures of Maternal Smoking in Pregnancy via Bioassays Using a Monte Carlo Approach (2009) (22)
- The Impact of Climate Change on Meningitis in Northwest Nigeria: An Assessment Using CMIP5 Climate Model Simulations (2014) (21)
- Bayesian Hierarchical Multiresolution Hazard Model for the Study of Time-Dependent Failure Patterns in Early Stage Breast Cancer. (2007) (21)
- Short-acting beta-agonist prescription fills as a marker for asthma morbidity. (2005) (20)
- Pathogen Growth in Insect Hosts: Inferring the Importance of Different Mechanisms Using Stochastic Models and Response-Time Data (2014) (20)
- Using Weather Forecasts to Help Manage Meningitis in the West African Sahel (2015) (20)
- Climate Influences on Meningitis Incidence in Northwest Nigeria (2014) (20)
- Detecting graded exposure effects: a report on an East Boston pregnancy cohort. (2012) (19)
- A Multiresolution Hazard Model for Multicenter Survival Studies (2007) (13)
- Population-level differences in disease transmission: a Bayesian analysis of multiple smallpox epidemics. (2013) (13)
- Combining principal component analysis with parameter line-searches to improve the efficacy of Metropolis–Hastings MCMC (2015) (12)
- Eco-evolutionary theory and insect outbreaks (2016) (12)
- On minimum correlation in construction of multivariate distributions (2010) (10)
- Comparison of hazard rate estimation in R (2015) (8)
- Tracking U.S. Pertussis Incidence: Correlation of Public Health Surveillance and Google Search Data Varies by State (2019) (7)
- Can Eco-Evo Theory Explain Population Cycles in the Field? (2021) (5)
- The Complex Enterprise of Modeling Prenatal Exposure to Cigarettes: What is ???Enough???? (2006) (5)
- Flexible modeling of the hazard rate and treatment effects in long-term survival studies (2017) (5)
- Variance Estimation in a Model With Gaussian Submodels (2005) (5)
- Stochasticity and Infectious Disease Dynamics: Density and Weather Effects on a Fungal Insect Pathogen (2020) (5)
- Time-dependent patterns of recurrence after early stage breast cancer: Preliminary observations and methodological issues (2007) (5)
- Estimating transitions between symptom severity states over time in schizophrenia: a Bayesian meta‐analytic approach (2006) (4)
- A point process model for generating biofilms with realistic microstructure and rheology (2017) (4)
- An Empirical Test of the Role of Small-Scale Transmission in Large-Scale Disease Dynamics (2019) (4)
- Recurring infection with ecologically distinct human papillomavirus (HPV) types explains high prevalence and diversity (2017) (3)
- Modeling the Short-Term Effect of Traffic on Air Pollution in Torino with Generalized Additive Models (2009) (3)
- Surgical scientific publication and the 1991-1995 war in Croatia. (2011) (2)
- Bayesian-based survival analysis: inferring time to death in host-pathogen interactions (2019) (2)
- MRH : MULTI-RESOLUTION HAZARD MODELING IN R (2015) (1)
- emerging diseases Uncertainty in predictions of disease spread and public health responses to bioterrorism and (2006) (1)
- Modeling traffic-related air pollution in Torino with generalized additive models (2008) (1)
- Uncertainty quantification using probabilistic numerics: application to models in mathematical epidemiology (2018) (1)
- On construction of random variables with prescribed marginal distributions and correlation coefficients (2010) (1)
- Modeling the transmission of community-associated methicillin-resistant Staphylococcus aureus: a dynamic agent-based simulation (2014) (1)
- Modeling Long-term Outcomes and Treatment Effects After Androgen Deprivation Therapy for Prostate Cancer (2015) (1)
- Meteorological influences on the interannual variability of meningitis incidence in northwest Nigeria. (2013) (1)
- Association Tests that Accommodate Genotyping Uncertainty (2012) (1)
- Direct Estimation of Parameters in ODE Models Using WENDy: Weak-form Estimation of Nonlinear Dynamics (2023) (0)
- Erratum to: The Role of Weather in Meningitis Outbreaks in Navrongo, Ghana: A Generalized Additive Modeling Approach (2012) (0)
- Analyzing Non-proportional Hazards: Use of the MRH Package (2016) (0)
- A note on species richness and the variance of epidemic severity (2020) (0)
- Impacts of an Improved Cookstove Intervention on Cooking Behaviors, Emissions, Personal Exposure, and Health (2016) (0)
- Using biological control data to understand host-pathogen dynamics (2018) (0)
- The Role of Weather in Meningitis Outbreaks in Navrongo, Ghana: A Generalized Additive Modeling Approach (2012) (0)
- Erratum to: The Role of Weather in Meningitis Outbreaks in Navrongo, Ghana: A Generalized Additive Modeling Approach (2012) (0)
- Viral transmission and infection prevalence in a cannibalistic host–pathogen system (2023) (0)
- Index 2006, Volume 15 (2006) (0)
- Comparison of Models Analyzing a Small Number of Observed Meningitis Cases in Navrongo, Ghana (2017) (0)
- Personal and Micro-Environmental Monitoring of Cookstove Emissions in Rural Northern Ghana (2014) (0)
- Models with time-varying predictors for meningitis in Navrongo, Ghana (2015) (0)
- Bayesian-based survival analysis: inferring time to death in host-pathogen interactions (2019) (0)
- Comparison of Models Analyzing a Small Number of Observed Meningitis Cases in Navrongo, Ghana (2016) (0)
- A note on species richness and the variance of epidemic severity (2019) (0)
- Combining principal component analysis with parameter line-searches to improve the efficacy of Metropolis–Hastings MCMC (2014) (0)
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