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Multibias example: NHANES3 months ago
Introduction | Setup | Data Preparation and Exploration | Creating the Exposure Variable | Data Characteristics | Multiple Bias Analysis | 1. Adjusting for Uncontrolled Confounding | 2. Adding Exposure Misclassification Adjustment | 3. Adding Selection Bias Adjustment | Visualize Results | Discussion
Frequently Asked Questions1 years ago
How does multibias fit into the causal inference workflow? | My causal analysis leveraged propensity scores - how does that fit into a multibias analysis? | What is bootstrapping and how is it relevant here? | How do I cite multibias? | Does multibias support time-to-event data and analyses?
Introduction to multibias1 years ago
1. Create data_observed | 2. Create source for bias adjustment | Option 1: Bias parameters | Option 2: Validation data | 3. Run the bias adjustment | Single run | Bootstrapping | 4. Visualize results
Multibias Validation1 years ago
Multibias example: Evans1 years ago