Benjamin Han · @BenjaminHan
389 followers · 1031 posts · Server sigmoid.social

5/end

[1] Yanai Elazar, Jiayao Zhang, David Wadden, Bo Zhang, and Noah A. Smith. 2023. Estimating the Causal Effect of Early ArXiving on Paper Acceptance. arxiv.org/abs/2306.13891

[2] David Card and Alan B. Krueger. 1993. Minimum Wages and Employment: A Case Study of the Fast Food Industry in New Jersey and Pennsylvania. dx.doi.org/10.3386/w4509

#research #arxiv #academicpublications #CausalAnalysis

Last updated 1 year ago

Benjamin Han · @BenjaminHan
389 followers · 1031 posts · Server sigmoid.social

4/

Numerically the effect of early ArXiving is defined by the causal estimand ATET (screenshot 1). The paper reports ATET is high (9.76%) *before* accounting for NOC. BUT after considering NCO, the effect is almost non-existent for authors with different citation counts or institution ranks (screenshot 2).

Conclusion: enjoy your guilt-free early ArXiving!

#research #arxiv #academicpublications #CausalAnalysis

Last updated 1 year ago

Benjamin Han · @BenjaminHan
384 followers · 1023 posts · Server sigmoid.social

2/

The authors answer this question in [1] by first laying out the causal graph where early ArXiving is the treatment (variable A) and paper acceptance in a conference is the effect (variable Y; screenshot). Two confounders exist — one unobserved that is the creativity and originality of a paper (intrinsic), while the other is observed that is the topic/authors/institute of a paper (extrinsic).

#research #arxiv #academicpublications #CausalAnalysis

Last updated 1 year ago

Benjamin Han · @BenjaminHan
384 followers · 1022 posts · Server sigmoid.social

1/

ArXiv.org has been a wonderful place for researchers to submit findings and catch up with the latest, but does submitting papers there (“early ArXiving”) increase the odds for them to be accepted later in a peer-reviewed venue?

(Drumroll please)

#research #arxiv #academicpublications #CausalAnalysis

Last updated 1 year ago

Tim Kaiser · @tkaiser
319 followers · 684 posts · Server fediscience.org
Martin Huber · @CausalHuber
301 followers · 66 posts · Server econtwitter.net
Martin Huber · @CausalHuber
301 followers · 63 posts · Server econtwitter.net

has moved from a largely theory-driven discipline to one that is (also) largely based on empirical evidence. methods play a key role in this development. And more to come through the ongoing integration of & into .

#economics #causalinference #AI #machinelearning #CausalAnalysis

Last updated 2 years ago

Martin Huber · @CausalHuber
296 followers · 51 posts · Server econtwitter.net

Check out this compilation of free resources by @MatteoCourthoud@twitter.com link.medium.com/REoRHqc5owb

#causalinference #causaltwitter #CausalAnalysis

Last updated 2 years ago

Carlos Santos · @CarlosmfSantos
52 followers · 167 posts · Server econtwitter.net

RT @CausalHuber@twitter.com

Here is the table of contents of my textbook published by @mitpress@twitter.com in 2023. It covers a range of different methods, including "hot topics" like (causal) , spillover effects (due to interference), and sensitivity analyses twitter.com/CausalHuber/status

🐦🔗: twitter.com/CausalHuber/status

#CausalAnalysis #causalinference #machinelearning #rstats

Last updated 2 years ago

Paul Raschky · @paulraschky
178 followers · 62 posts · Server econtwitter.net

RT @CausalHuber@twitter.com

🔥Join us for our 3rd in and , Feb 6-17 2023 at @ses_unifr@twitter.com @unifr@twitter.com (hybrid format)! Courses on , , and using , , . Register here until Jan 31: unifr.ch/appecon/en/winterscho

🐦🔗: twitter.com/CausalHuber/status

#WinterSchool #DataAnalytics #machinelearning #deeplearning #CausalAnalysis #Knime #rstats #Python

Last updated 2 years ago

Martin Huber · @CausalHuber
235 followers · 20 posts · Server econtwitter.net

🔥Join us for our 3rd in and , Feb 6-17 2023 at @ses_unifr@twitter.com @unifr@twitter.com (hybrid format)! Courses on , , and using , , . Register here until Jan 31: unifr.ch/appecon/en/winterscho

#WinterSchool #DataAnalytics #machinelearning #deeplearning #CausalAnalysis #Knime #rstats #Python

Last updated 2 years ago

Manoel Horta Ribeiro · @manoel
60 followers · 13 posts · Server hci.social

RT @CausalHuber@twitter.com

Here is the table of contents of my textbook published by @mitpress@twitter.com in 2023. It covers a range of different methods, including "hot topics" like (causal) , spillover effects (due to interference), and sensitivity analyses twitter.com/CausalHuber/status

🐦🔗: twitter.com/CausalHuber/status

#CausalAnalysis #causalinference #MachineLearning #rstats

Last updated 2 years ago

Martin Huber · @CausalHuber
187 followers · 12 posts · Server econtwitter.net

Here is the table of contents of my textbook published by @mitpress@twitter.com in 2023. It covers a range of different methods, including "hot topics" like (causal) , spillover effects (due to interference), and sensitivity analyses

#CausalAnalysis #causalinference #machinelearning #rstats

Last updated 2 years ago

Martin Huber · @CausalHuber
187 followers · 12 posts · Server econtwitter.net

RT @CausalHuber@twitter.com

Exciting news concerning my textbook ": and with Applications in R (). I've just submitted the final corrections to the publisher @mitpress@twitter.com
😊The book will be available in summer 2023, including a free online version.

🐦🔗: twitter.com/CausalHuber/status

#CausalAnalysis #ImpactEvaluation #causalmachinelearning #rstats

Last updated 2 years ago

Sónia Cabral · @soncabral2022
233 followers · 1362 posts · Server mastodon.social

RT @CausalHuber@twitter.com

Exciting news concerning my textbook ": and with Applications in R (). I've just submitted the final corrections to the publisher @mitpress@twitter.com
😊The book will be available in summer 2023, including a free online version.

🐦🔗: twitter.com/CausalHuber/status

#CausalAnalysis #impactevaluation #CausalMachineLearning #rstats

Last updated 2 years ago

Martin Huber · @CausalHuber
158 followers · 9 posts · Server econtwitter.net

Exciting news concerning my textbook ": and with Applications in R (). I've just submitted the final corrections to the publisher @mitpress@twitter.com
😊The book will be available in summer 2023, including a free online version.

#CausalAnalysis #ImpactEvaluation #causalmachinelearning #rstats

Last updated 2 years ago

Martin Huber · @CausalHuber
158 followers · 9 posts · Server econtwitter.net

🔥 Registration is open for the 3rd in and , taking place Feb 6-17 2023 in hybrid format: unifr.ch/appecon/en/winterscho Get trained in quantitative methods for and using , , and 😀

#Fribourg #WinterSchool #DataAnalytics #machinelearning #prediction #CausalAnalysis #Knime #rstats #Python

Last updated 2 years ago

RT @CausalHuber@twitter.com

Delighted to announce that @mitpress@twitter.com is going to publish my book ": Impact evaluation and with applications in ". 😃
Special thanks to @causalinf@twitter.com and @InstEconomist@twitter.com for their support and advice! twitter.com/CausalHuber/status

🐦🔗: twitter.com/CausalHuber/status

#CausalAnalysis #CausalMachineLearning #rstats #econtwitter #epitwitter #CausalTwitter

Last updated 3 years ago