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Online cross-validation-based ensemble learning.
- Published in:
- 2018
- By:
- Publication type:
- journal article
Constrained binary classification using ensemble learning: an application to cost-efficient targeted PrEP strategies.
- Published in:
- 2018
- By:
- Publication type:
- journal article
Explainable Artificial Intelligence for Early Prediction of Pressure Injury Risk.
- Published in:
- American Journal of Critical Care, 2024, v. 33, n. 5, p. 373, doi. 10.4037/ajcc2024856
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- Publication type:
- Article
Morbidity and Health-National Health Interview Survey, 1987: In Generalized Additive Models.
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- Annals of the New York Academy of Sciences, 1999, v. 896, n. 1, p. 461, doi. 10.1111/j.1749-6632.1999.tb08170.x
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- Publication type:
- Article
Lung Cancer Survival With Herbal Medicine and Vitamins in a Whole-Systems Approach: Ten-Year Follow-up Data Analyzed With Marginal Structural Models and Propensity Score Methods.
- Published in:
- Integrative Cancer Therapies, 2011, v. 10, n. 3, p. 260, doi. 10.1177/1534735411406439
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- Publication type:
- Article
Colon Cancer Survival With Herbal Medicine and Vitamins Combined With Standard Therapy in a Whole-Systems Approach: Ten-Year Follow-up Data Analyzed With Marginal Structural Models and Propensity Score Methods.
- Published in:
- Integrative Cancer Therapies, 2011, v. 10, n. 3, p. 240, doi. 10.1177/1534735411406539
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- Publication type:
- Article
Data-adaptive test statistics for microarray data.
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- Bioinformatics, 2005, v. 21, p. ii108, doi. 10.1093/bioinformatics/bti1119
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- Publication type:
- Article
Regulatory motif finding by logic regression.
- Published in:
- Bioinformatics, 2004, v. 20, n. 16, p. 2799, doi. 10.1093/bioinformatics/bth333
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- Publication type:
- Article
Identification of regulatory elements using a feature selection method.
- Published in:
- Bioinformatics, 2002, v. 18, n. 9, p. 1167, doi. 10.1093/bioinformatics/18.9.1167
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- Publication type:
- Article
Measuring changes in transmission of neglected tropical diseases, malaria, and enteric pathogens from quantitative antibody levels.
- Published in:
- PLoS Neglected Tropical Diseases, 2017, v. 11, n. 5, p. 1, doi. 10.1371/journal.pntd.0005616
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- Publication type:
- Article
Machine Learning to Identify Persons at High-Risk of Human Immunodeficiency Virus Acquisition in Rural Kenya and Uganda.
- Published in:
- Clinical Infectious Diseases, 2020, v. 71, n. 9, p. 2326, doi. 10.1093/cid/ciz1096
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- Publication type:
- Article
Early prediction of median survival among a large AIDS surveillance cohort.
- Published in:
- BMC Public Health, 2007, v. 7, n. 1, p. 127, doi. 10.1186/1471-2458-7-127
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- Publication type:
- Article
Defining and estimating effects in cluster randomized trials: A methods comparison.
- Published in:
- Statistics in Medicine, 2023, v. 42, n. 19, p. 3443, doi. 10.1002/sim.9813
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- Publication type:
- Article
Personalized online ensemble machine learning with applications for dynamic data streams.
- Published in:
- Statistics in Medicine, 2023, v. 42, n. 7, p. 1013, doi. 10.1002/sim.9655
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- Publication type:
- Article
Evaluating the robustness of targeted maximum likelihood estimators via realistic simulations in nutrition intervention trials.
- Published in:
- Statistics in Medicine, 2022, v. 41, n. 12, p. 2132, doi. 10.1002/sim.9348
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- Publication type:
- Article
Targeted learning with daily EHR data.
- Published in:
- 2019
- By:
- Publication type:
- journal article
Doubly robust inference for targeted minimum loss-based estimation in randomized trials with missing outcome data.
- Published in:
- 2017
- By:
- Publication type:
- journal article
Resampling-Based Empirical Bayes Multiple Testing Procedures for Controlling Generalized Tail Probability and Expected Value Error Rates: Focus on the False Discovery Rate and Simulation Study.
- Published in:
- Biometrical Journal, 2008, v. 50, n. 5, p. 716, doi. 10.1002/bimj.200710473
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- Publication type:
- Article
A flexible approach for predictive biomarker discovery.
- Published in:
- Biostatistics, 2023, v. 24, n. 4, p. 1085, doi. 10.1093/biostatistics/kxac029
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- Publication type:
- Article
Nonparametric causal mediation analysis for stochastic interventional (in)direct effects.
- Published in:
- Biostatistics, 2023, v. 24, n. 3, p. 686, doi. 10.1093/biostatistics/kxac002
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- Publication type:
- Article
Two-Stage TMLE to reduce bias and improve efficiency in cluster randomized trials.
- Published in:
- Biostatistics, 2023, v. 24, n. 2, p. 502, doi. 10.1093/biostatistics/kxab043
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- Publication type:
- Article
Analysis of the effect of occupational exposure to asbestos based on threshold regression modeling of case-control data.
- Published in:
- 2014
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- Publication type:
- Journal Article
Analysis of the effect of occupational exposure to asbestos based on threshold regression modeling of case–control data.
- Published in:
- Biostatistics, 2014, v. 15, n. 2, p. 327, doi. 10.1093/biostatistics/kxt042
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- Publication type:
- Article
Gene expression analysis with the parametric bootstrap.
- Published in:
- Biostatistics, 2001, v. 2, n. 4, p. 445, doi. 10.1093/biostatistics/2.4.445
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- Publication type:
- Article
Population intervention models in causal inference.
- Published in:
- Biometrika, 2008, v. 95, n. 1, p. 35, doi. 10.1093/biomet/asm097
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- Publication type:
- Article
Bivariate current status data with univariate monitoring times.
- Published in:
- Biometrika, 2005, v. 92, n. 4, p. 847, doi. 10.1093/biomet/92.4.847
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- Publication type:
- Article
Case‐control current status data.
- Published in:
- Biometrika, 2004, v. 91, n. 3, p. 529, doi. 10.1093/biomet/91.3.529
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- Publication type:
- Article
Nonparametric estimation from current status data with competing risks.
- Published in:
- Biometrika, 2003, v. 90, n. 1, p. 183, doi. 10.1093/biomet/90.1.183
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- Publication type:
- Article
The nonparametric maximum likelihood estimator in a class of doubly censored current status data models with application to partner studies.
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- Biometrika, 2000, v. 87, n. 1, p. 61, doi. 10.1093/biomet/87.1.61
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- Publication type:
- Article
Locally efficient estimation of the survival distribution with right-censored data and covariates when collection of data is delayed.
- Published in:
- Biometrika, 1998, v. 85, n. 4, p. 771, doi. 10.1093/biomet/85.4.771
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- Publication type:
- Article
Efficient estimation of the lifetime and disease onset distribution.
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- Biometrika, 1997, v. 84, n. 3, p. 539, doi. 10.1093/biomet/84.3.539
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- Publication type:
- Article
Statistical Methods for Analyzing Sequentially Randomized Trials.
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- JNCI: Journal of the National Cancer Institute, 2007, v. 99, n. 21, p. 1577, doi. 10.1093/jnci/djm185
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- Publication type:
- Article
A Novel Targeted Learning Method for Quantitative Trait Loci Mapping.
- Published in:
- Genetics, 2014, v. 198, n. 4, p. 1369, doi. 10.1534/genetics.114.168955
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- Publication type:
- Article
Colon cancer prognosis prediction by gene expression profiling.
- Published in:
- Oncogene, 2005, v. 24, n. 40, p. 6155, doi. 10.1038/sj.onc.1208984
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- Publication type:
- Article
Rachael V. Phillips and Mark J. van der Laan's contribution to the Discussion of 'Assumption‐lean inference for generalised linear model parameters' by Vansteelandt and Dukes.
- Published in:
- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2022, v. 84, n. 3, p. 717, doi. 10.1111/rssb.12529
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- Publication type:
- Article
An omnibus non‐parametric test of equality in distribution for unknown functions.
- Published in:
- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2019, v. 81, n. 1, p. 75, doi. 10.1111/rssb.12299
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- Publication type:
- Article
Estimation of treatment effects in randomized trials with non-compliance and a dichotomous outcome.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2007, v. 69, n. 3, p. 463, doi. 10.1111/j.1467-9868.2007.00598.x
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- Publication type:
- Article
Recurrent events analysis in the presence of time-dependent covariates and dependent censoring.
- Published in:
- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2004, v. 66, n. 1, p. 239, doi. 10.1111/j.1467-9868.2004.00442.x
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- Publication type:
- Article
Association of Implementation of a Universal Testing and Treatment Intervention With HIV Diagnosis, Receipt of Antiretroviral Therapy, and Viral Suppression in East Africa.
- Published in:
- 2017
- By:
- Publication type:
- journal article
Finding hotspots: development of an adaptive spatial sampling approach.
- Published in:
- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-67666-3
- By:
- Publication type:
- Article
The Risk of Virologic Failure Decreases with Duration of HIV Suppression, at Greater than 50% Adherence to Antiretroviral Therapy.
- Published in:
- PLoS ONE, 2009, v. 4, n. 9, p. 1, doi. 10.1371/journal.pone.0007196
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- Publication type:
- Article
Incidence, risk factors and prediction of post-operative acute kidney injury following cardiac surgery for active infective endocarditis: an observational study.
- Published in:
- Critical Care, 2013, v. 17, n. 5, p. 1, doi. 10.1186/cc13041
- By:
- Publication type:
- Article
Incidence, risk factors and prediction of post-operative acute kidney injury following cardiac surgery for active infective endocarditis: an observational study.
- Published in:
- 2013
- By:
- Publication type:
- journal article
Pillbox Organizers Are Associated with Improved Adherence to HIV Antiretroviral Therapy and Viral Suppression: A Marginal Structural Model Analysis.
- Published in:
- Clinical Infectious Diseases, 2007, v. 45, n. 7, p. 908, doi. 10.1086/521250
- By:
- Publication type:
- Article
Adaptive sequential surveillance with network and temporal dependence.
- Published in:
- Biometrics, 2024, v. 80, n. 1, p. 1, doi. 10.1093/biomtc/ujad007
- By:
- Publication type:
- Article
Estimation of time‐specific intervention effects on continuously distributed time‐to‐event outcomes by targeted maximum likelihood estimation.
- Published in:
- Biometrics, 2023, v. 79, n. 4, p. 3038, doi. 10.1111/biom.13856
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- Publication type:
- Article
Efficient targeted learning of heterogeneous treatment effects for multiple subgroups.
- Published in:
- Biometrics, 2023, v. 79, n. 3, p. 1934, doi. 10.1111/biom.13800
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- Publication type:
- Article
Nonparametric inverse‐probability‐weighted estimators based on the highly adaptive lasso.
- Published in:
- Biometrics, 2023, v. 79, n. 2, p. 1029, doi. 10.1111/biom.13719
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- Publication type:
- Article
Discussion on "Adaptive enrichment designs with a continuous biomarker" by Nigel Stallard.
- Published in:
- Biometrics, 2023, v. 79, n. 1, p. 20, doi. 10.1111/biom.13640
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- Publication type:
- Article
Efficient nonparametric inference on the effects of stochastic interventions under two‐phase sampling, with applications to vaccine efficacy trials.
- Published in:
- Biometrics, 2021, v. 77, n. 4, p. 1241, doi. 10.1111/biom.13375
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- Publication type:
- Article