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A general approach to evaluating the bias of 2-stage instrumental variable estimators
Fei Wan
, Dylan Small, Nandita Mitra
Division of Public Health Sciences
Institute of Clinical and Translational Sciences
Siteman Cancer Center
Research output
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Contribution to journal
›
Article
›
peer-review
9
Scopus citations
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Mathematics
Binary
8%
Binary Outcomes
14%
Causal Effect
14%
Collapsibility
17%
Compliance
13%
Confounding
14%
Count
9%
Covariates
19%
Cox Regression Model
15%
Demonstrate
20%
Directly proportional
9%
Dissimilarity
28%
Estimate
5%
Estimator
47%
Evaluate
9%
Inclusion
63%
Instrumental Variables
100%
Intuitive
11%
Logistic Regression Model
13%
Metric
7%
Mirror
12%
Model
7%
Nonlinear Model
11%
Null hypothesis
10%
Predictors
41%
Relationships
6%
Substitution
42%
Treatment Effects
24%
Medicine & Life Sciences
Clinical Studies
27%
Compliance
36%
Logistic Models
52%
Nonlinear Dynamics
52%
Research Personnel
27%