Modelling cumulative exposure for inference about drug effects in observational studies

Keyphrases

• Drug Effects 100%
• Cumulative Exposure 100%
• Statins 50%
• Hazard Ratio 50%
• Allocation Bias 50%
• Time-invariant 33%
• Randomized Trial 16%
• Modeling Approach 16%
• Time Effect 16%
• Reverse Causation 16%
• Cardiovascular Disease 16%
• Type 2 Diabetic Patients 16%
• Cancer Risk 16%
• Adverse Events 16%
• Event Rate 16%
• Confounding 16%
• Cohort Analysis 16%
• Cox Regression Model 16%
• Years of Exposure 16%
• Exposure Parameters 16%
• Drug Exposure 16%
• Multiple Drugs 16%
• Causal Effect 16%
• Ever Use 16%
• National Cohort 16%
• Person-time 16%
• Joint Modeling 16%
• Unmeasured Confounding 16%
• Time-varying Confounders 16%

Mathematics

• Hazard Ratio 100%
• Confounding 66%
• Randomized Trial 33%
• Proportional Hazards Model 33%
• Modeling Approach 33%
• Regression Model 33%
• Confounders 33%
• time interval τ 33%
• Joint Modeling 33%
• Causal Effect 33%

Pharmacology, Toxicology and Pharmaceutical Science

• Hydroxymethylglutaryl Coenzyme A Reductase Inhibitor 100%
• Observational Study 100%
• Adverse Event 33%
• Joint Cancer 33%
• Cardiovascular Disease 33%
• Non Insulin Dependent Diabetes Mellitus 33%