In econometrics and related fields, the local average treatment effect (LATE), also known as the complier average causal effect (CACE), is the effect of a treatment for subjects who comply with the treatment assigned to their sample group. It is not to be confused with the average treatment effect (ATE), which includes compliers and non-compliers together. The LATE is similar to the ATE, but excludes non-compliers. The LATE can be estimated by a ratio of the estimated intent-to-treat effect and the estimated proportion of compliers, or alternatively through an instrumental variable estimator. The LATE was first introduced by Guido W. Imbens and Joshua D. Angrist in 1994, who shared one half of the 2021 Nobel Memorial Prize in Economic Sciences. As summarized by the Nobel Committee, the LATE framework "significantly altered how researchers approach empirical questions using data generated from either natural experiments or randomized experiments with incomplete compliance to the assigned treatment. At the core, the LATE interpretation clarifies what can and cannot be learned from such experiments." (Wikipedia).
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More resources available at www.misterwootube.com
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Just over 50% of patients with acute appendicitis presents with a classic picture of migratory pain, anorexia, and fever. This picture can change dramatically based on the normal anatomy of the appendix.
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From playlist Machine Learning & Causal Inference: A Short Course
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From playlist Distinguished Visitors Lecture Series
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Ses 4 | MIT Abdul Latif Jameel Poverty Action Lab Executive Training
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From playlist Unit 8: Hypothesis Tests & Confidence Intervals for Single Means & for Single Proportions
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From playlist Turing Seminars
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For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/2XVImFC Lecture 18 - Graph Neural Networks in Computational Biology Jure Leskovec Computer Science, PhD We are glad to invite Prof. Marinka Zitnik from Harvard Un
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Around one in every 10 people will suffer from depression. Brain regions that control mood are often disrupted in depression. Antidepressant drugs or behavioral therapy can offer some relief. By understanding the brain better, our ability to treat depression should also get a boost. Watc
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Prediction algorithms in AI use machine learning and statistics to make predictions about an event, given what we know now. Examples include whether a covid-19 patient will require ventilation, or whether a person seeking insurance will make a claim. These predictions can be used for plann
From playlist Theory and Methods Challenge Fortnights
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Session 7: Managing threats to evaluation and data analysis Speaker: Michael Kramer See the complete course at: http://ocw.mit.edu/jpal License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu
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MIT 14.771 Development Economics, Fall 2021 Instructor: Ben Olken View the complete course: https://ocw.mit.edu/courses/14-771-development-economics-fall-2021 YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61kvh3caDts2R6LmkYbmzaG Discusses microcredit. Covers the hi
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