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X-WR-CALDESC:Events for AFAERE
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DTSTART:20190101T000000
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BEGIN:VEVENT
DTSTART;TZID=UTC:20201008T140000
DTEND;TZID=UTC:20201008T153000
DTSTAMP:20260428T110050
CREATED:20201005T054415Z
LAST-MODIFIED:20201031T112946Z
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SUMMARY:A Review of Recent Advances in Applied Econometrics
DESCRIPTION:In this webinar\, I will present a review of recent advances in applied econometrics\, which is useful for researchers working on empirical questions related to program/policy impact evaluation. I will consider three major topics offering recommendations for applied work in each of them. I will start with the discussion of causal inferences with observation data; natural experiment design-based identification strategies including difference-in-difference estimator\, synthetic control methods\, instrumental variables method\, and regression discontinuity design. These will be followed by a brief look into external validity\, and the causal interpretation of regression methods. Secondly\, I will present different supplementary analyses of these estimators with a focus on placebo and robustness tests to establish credibility of the identification strategies. Finally and more importantly\, I will introduce recent advances in causal machine learning (ML) with a focus on (1) l^1-Least Absolute Shrinkage and Selection Operator (LASSO) for estimating treatment effects and model selection and (2) Causal Forest for identifying and estimating heterogenous treatment effects. \nPRESENTER: Dr Dambala Gelo Kutela\, Senior Lecturer\, School of Economics and Finance\, University of the Witwatersrand\, South Africa; Member of AFAERE; Senior Research Associate\, Environment for Development (EfD) \nZOOM MEETING LINK: https://gu-se.zoom.us/j/69977090559 \nTIME: 8 October 2020\, 14h00 GMT \n\nCouldn’t take part in the event? You can watch the video
URL:https://afaere.org/event/a-review-of-recent-advances-in-applied-econometrics/
LOCATION:Zoom
CATEGORIES:Webinar
ATTACH;FMTTYPE=image/jpeg:https://afaere.org/wp-content/uploads/2020/10/photo-1529119368496-2dfda6ec2804.jpg
ORGANIZER;CN="AFAERE":MAILTO:afaerecouncil@gmail.com
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