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Journal Article
Statistics in Medicine, ISSN 0277-6715, 05/2019, Volume 38, Issue 10, pp. 1775 - 1801
Instrumental variable is an essential tool for addressing unmeasured confounding in observational studies. Two‐stage predictor substitution (2SPS) estimator... 
asymptotic variance | endogeneity | causal inference | unobserved confounding | additive hazards model | Medicare | Economic models | Estimating techniques | Generalized linear models
Journal Article
Journal Article
Circulation, ISSN 0009-7322, 01/2016, Volume 133, Issue 2, pp. 156 - 164
Journal Article
Journal Article
Journal Article
Medical Care, ISSN 0025-7079, 9/2008, Volume 46, Issue 9, pp. 969 - 975
Introduction: Bayesian data mining methods have been used to evaluate drug safety signals from adverse event reporting systems and allow for evaluation of... 
Health outcomes | Ratios | Nonsteroidal antiinflammatory agents | Databases | Antiinflammatories | Medicare | Comorbidity | Medications | Data mining | Epidemiology | Nonsteroids anti-inflammatory drugs | Cardiovascular | Coxibs | TRIALS | CARDIOVASCULAR EVENTS | data mining | RISK | coxibs | cardiovascular | nonsteroids anti-inflammatory drugs | CELECOXIB | epidemiology | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | NONSTEROIDAL ANTIINFLAMMATORY DRUGS | SELECTIVE CYCLOOXYGENASE-2 INHIBITORS | HEALTH CARE SCIENCES & SERVICES | ACUTE MYOCARDIAL-INFARCTION | ROFECOXIB | HEALTH POLICY & SERVICES | ISCHEMIC-STROKE | Data Collection - statistics & numerical data | Myocardial Infarction - chemically induced | Sulfones - therapeutic use | Myocardial Infarction - epidemiology | United States | Humans | Medicare - statistics & numerical data | Sulfones - adverse effects | Male | Risk Assessment - statistics & numerical data | Cyclooxygenase 2 Inhibitors - adverse effects | Stroke - chemically induced | Cyclooxygenase 2 Inhibitors - therapeutic use | Female | Stroke - epidemiology | Adverse Drug Reaction Reporting Systems - statistics & numerical data | Reproducibility of Results | Insurance Claim Review - statistics & numerical data | Lactones - adverse effects | Lactones - therapeutic use | Algorithms | Anti-Inflammatory Agents, Non-Steroidal - adverse effects | Outcome Assessment (Health Care) - statistics & numerical data | Anti-Inflammatory Agents, Non-Steroidal - therapeutic use | Bayes Theorem | Poisson Distribution | Aged | Studies | Drugs | Heart attacks | Comparative analysis | Bayesian analysis | Index Medicus
Journal Article
Critical Care Medicine, ISSN 0090-3493, 01/2010, Volume 38, Issue 1, pp. 65 - 71
OBJECTIVES:To analyze the evolving role, patterns of use, and costs of critical care medicine in the United States from 2000 to 2005. DESIGN:Retrospective... 
Hospital costs | Medicare | Occupancy | Payer mix | National health expenditures | Medicaid | Beds | Russell equation | CAPACITY | PAYMENTS | occupancy | ILL | INTENSIVE-CARE | payer mix | national health expenditures | PATIENT | OUTCOMES | beds | hospital costs | MANAGED CARE | DESCRIPTIVE ANALYSIS | LIFE | CRITICAL CARE MEDICINE | Bed Occupancy - statistics & numerical data | Hospital Costs | Bed Occupancy - trends | Medicaid - economics | United States | Humans | Medicare - statistics & numerical data | Male | Critical Care - economics | Medicaid - statistics & numerical data | Medicare - economics | Cost Savings | Insurance, Health, Reimbursement - trends | New York City | Female | Retrospective Studies | Emergency Medicine - statistics & numerical data | Insurance, Health, Reimbursement - economics | Critical Care - statistics & numerical data | Medicare - trends | Academic Medical Centers | Inpatients - statistics & numerical data | Medicaid - trends | Critical Care - trends | Insurance, Health, Reimbursement - statistics & numerical data | Hospital Bed Capacity - statistics & numerical data | Cost-Benefit Analysis | Emergency Medicine - economics | Emergency Medicine - trends | Patient Admission - statistics & numerical data | Health Care Surveys | Patient Admission - trends | Quality of Health Care | Index Medicus | Abridged Index Medicus
Journal Article