A tutorial on propensity score estimation for multiple treatments using generalized boosted models
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Recommendations for the Design and Analysis of Treatment Trials for Alcohol Use DisordersEffectiveness of Sofosbuvir, Ledipasvir/Sofosbuvir, or Paritaprevir/Ritonavir/Ombitasvir and Dasabuvir Regimens for Treatment of Patients With Hepatitis C in the Veterans Affairs National Health Care System.Mortality in HIV-infected patients with tuberculosis treated with streptomycin and a two-week intensified regimen: data from an HIV cohort study using inverse probability of treatment weightingDoes a quality improvement campaign accelerate take-up of new evidence? A ten-state cluster-randomized controlled trial of the Institute for Health Improvement's Project JOINTS.Effectiveness and safety of reduced dose non-vitamin K antagonist oral anticoagulants and warfarin in patients with atrial fibrillation: propensity weighted nationwide cohort studyDirectly-observed intermittent therapy versus unsupervised daily regimen during the intensive phase of antituberculosis therapy in HIV infected patientsClinical effects, cardiovascular and renal outcomes associated with rapid-acting insulin analogs among individuals with type 2 diabetes: a nation-wide observational cohort study.Long-term cognitive outcome of Alzheimer's disease and dementia with Lewy bodies: dual disease is worse.Induction with lopinavir-based treatment followed by switch to nevirapine-based regimen versus non-nucleoside reverse transcriptase inhibitors-based treatment for first line antiretroviral therapy in HIV infected children three years and older.Comparison of evidence-based interventions on outcomes of hospitalized, cognitively impaired older adults.Do improvements in substance use and mental health symptoms during treatment translate to long-term outcomes in the opposite domain?Use of and mortality after bilateral mastectomy compared with other surgical treatments for breast cancer in California, 1998-2011.ADDRESSING CONFOUNDING WHEN ESTIMATING THE EFFECTS OF LATENT CLASSES ON A DISTAL OUTCOMEProvision of mental health services as a quality indicator for adolescent substance abuse treatment facilities.Comparative Efficacy of Adding Sitagliptin to Metformin, Sulfonylurea or Dual Therapy: A Propensity Score-Weighted Cohort Study.The Structure of Co-Occurring Bullying Experiences and Associations with Suicidal Behaviors in Korean AdolescentsLagged Associations of Metropolitan Statistical Area- and State-Level Income Inequality with Cognitive Function: The Health and Retirement Study.Matched and mismatched unrelated donor compared to autologous stem cell transplantation for acute myeloid leukemia in first complete remission: a retrospective, propensity score-weighted analysis from the ALWP of the EBMTThe relation between health insurance and management of hypertension in Shanghai, China: a cross-sectional studyThe Cost-Effectiveness of Two Forms of Case Management Compared to a Control Group for Persons with Dementia and Their Informal Caregivers from a Societal Perspective.Histamine H2-Blocker and Proton Pump Inhibitor Use and the Risk of Pneumonia in Acute Stroke: A Retrospective Analysis on Susceptible PatientsManagement of Atrial Fibrillation with Rapid Ventricular Response in the Intensive Care Unit: A Secondary Analysis of Electronic Health Record Data.Use of an online smoking cessation community promotes abstinence: Results of propensity score weightingComparing Propensity Score Methods for Creating Comparable Cohorts of Chiropractic Users and Nonusers in Older, Multiply Comorbid Medicare Patients With Chronic Low Back PainPregnancy intentions, maternal behaviors, and infant health: investigating relationships with new measures and propensity score analysis.Evaluation of the Effect of a Continuous Treatment: A Machine Learning Approach with an Application to Treatment for Traumatic Brain Injury.A Boosting Algorithm for Estimating Generalized Propensity Scores with Continuous Treatments.Are Pregnancy Intentions Associated with Transitions Into and Out of Marriage?Comparative effectiveness and safety of non-vitamin K antagonist oral anticoagulants and warfarin in patients with atrial fibrillation: propensity weighted nationwide cohort studyOnline community use predicts abstinence in combined Internet/phone intervention for smoking cessationA reverse factual analysis of the association between smoking and memory decline in China.Comparative Effectiveness of Treatment Strategies for Bladder Cancer With Clinical Evidence of Regional Lymph Node Involvement.Clinical Effects and Safety of Direct-Acting Insulin Analogs in Patients with Type 1 Diabetes: A Nation-Wide Observational Cohort Study.A comparison between allogeneic stem cell transplantation from unmanipulated haploidentical and unrelated donors in acute leukemia.Alternative approaches for studying humanitarian interventions: propensity score methods to evaluate reintegration packages impact on depression, PTSD, and function impairment among child soldiers in NepalEffectiveness of treatment for adolescent substance use: is biological drug testing sufficient?Estimating the causal effects of cumulative treatment episodes for adolescents using marginal structural models and inverse probability of treatment weighting.Lack of Effectiveness of Postchemotherapy Lymphadenectomy in Bladder Cancer Patients with Clinical Evidence of Metastatic Pelvic or Retroperitoneal Lymph Nodes Only: A Propensity Score-based Analysis.Tooth Loss and Decline in Functional Capacity: A Prospective Cohort Study from the Japan Gerontological Evaluation Study.Evaluating different strategies for estimating treatment effects in observational studies.
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A tutorial on propensity score estimation for multiple treatments using generalized boosted models
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article científic
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article scientifique
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articolo scientifico
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artigo científico
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bilimsel makale
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scientific article published on 18 March 2013
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vedecký článok
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vetenskaplig artikel
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videnskabelig artikel
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vědecký článek
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name
A tutorial on propensity score ...... ing generalized boosted models
@en
A tutorial on propensity score ...... ng generalized boosted models.
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type
label
A tutorial on propensity score ...... ing generalized boosted models
@en
A tutorial on propensity score ...... ng generalized boosted models.
@nl
prefLabel
A tutorial on propensity score ...... ing generalized boosted models
@en
A tutorial on propensity score ...... ng generalized boosted models.
@nl
P2093
P2860
P356
P1476
A tutorial on propensity score ...... ing generalized boosted models
@en
P2093
Beth Ann Griffin
Daniel Almirall
Daniel F McCaffrey
Mary Ellen Slaughter
Rajeev Ramchand
P2860
P304
P356
10.1002/SIM.5753
P407
P577
2013-03-18T00:00:00Z