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Sensitivity Analysis | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/sensitivity-analysis/3 Jun 2024: Search. Sensitivity Analysis. A new approach to sensitivity analysis in linear SEMs using stochastic optimization and the $R2$-calculus. Sensitivity analysis is widely recognized as a critical step in an observational study but is seldom found in -
Instrumental-Variables | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/instrumental-variables/3 Jun 2024: A large-scale experiment was done to understand …. ivmodel: An R package for inference and sensitivity analysis of instrumental variables models with one endogenous variable. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?clv=0&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=7015 Jun 2024: Int J Epidemiol. (2002). 31,. 429. (doi: 10.1093/ije/31.2.429). Optimal capital structure and endogenous default. -
SISCER Module 12 Lecture 5: Instrumental variables
www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L5.pdf3 Jun 2024: I The exposure variable Xi is called confounded or endogenous if it is correlatedwith Ui (or equivalently, if Vi is correlated with Ui ). 9 / 15. Why IV and basics Examples of -
Mendelian randomization
www.statslab.cam.ac.uk/~qz280/talk/mr-tutorial/slides.pdf3 Jun 2024: Exogeneity: Zi (Ui, Vi );3. Exclusion restriction: α = 0. I The exposure variable Xi is called confounded or endogenous if it iscorrelated with Ui (or equivalently, if Vi is correlated with
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