Davide Viviano Profile
Davide Viviano

@VivianoDavide

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Assistant Prof @HarvardEcon | Previously: postdoc @StanfordGSB ('22-23) and @UCSDEcon PhD ('22). Econometrics and Data Science.

Joined July 2020
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@VivianoDavide
Davide Viviano
1 year
Sharing a new version of the paper "Policy Design in Experiments with Unknown Interference" that studies experimental design with spillover effects. The paper now incudes an implementation of the proposed design in a large scale experiment in Pakistan:
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@VivianoDavide
Davide Viviano
2 years
I am excited to announce that I will join @HarvardEcon as an assistant professor! Before that, I will spend one year as a postdoc at @StanfordGSB . I am grateful to my advisors, @UCSDEcon , family, friends, and many people met these years for these achievements
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@VivianoDavide
Davide Viviano
7 months
Happy to announce that my paper: "Policy Targeting under Network Interference" has just been accepted at @RevEconStudies The paper studies how to optimally allocate treatments in the presence of spillover effects, using info from an existing experiment or obs/ study 1/3
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@VivianoDavide
Davide Viviano
1 year
Many thanks to the community at @StanfordGSB @StanfordEcon for this postdoc year, and special thanks to @guido_imbens and the metrics group for the mentorship, it was a truly incredible experience. Ready and excited to join the faculty at @HarvardEcon starting this summer!
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@VivianoDavide
Davide Viviano
10 months
New working paper with a fantastic team of coauthors: we study when and how to design cluster experiments with network spillovers. with @lihua_lei_stat , @guido_imbens , Brian Karrer, Okke Schrijvers, Liang Shi
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@VivianoDavide
Davide Viviano
5 months
Happy to see this online 🥳 -- (). R package for its implementation available here
@RevEconStudies
The Review of Economic Studies
5 months
``One challenge in experiments or obs/ studies is that treating an individual may generate spillovers, affecting the design of the welfare-maximizing policy. Here, I present methods to optimally allocate treatments with spillovers." Recently accepted paper from @VivianoDavide 👇
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@VivianoDavide
Davide Viviano
1 year
Many thanks to the American Statistical Association - Business and Economic Statistics Section - for the Zellner Thesis Award in Econometrics and Statistics for my PhD thesis. More details here
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@VivianoDavide
Davide Viviano
5 months
Some nice addition to my office: map of Rome in ~1700 (!) (courtesy of Ed Glaeser)
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@VivianoDavide
Davide Viviano
11 months
Postdoctoral fellowship alert: The Harvard Data Science Institute is hiring postdoctoral fellows in Data Science. Applicants must specify two to five Harvard faculty to work with from *any* department -- Deadline is November 13, apply!
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@VivianoDavide
Davide Viviano
3 years
Excited to announce that I am on the job market. My research combines economics and data science to develop or justify methods for applications in econ/social sciences. My JMP studies experimental designs with spillover effects. For more info visit 1/3
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@VivianoDavide
Davide Viviano
1 year
Now available online an updated version of our paper on dynamic treatments. The link is here
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@VivianoDavide
Davide Viviano
2 years
Excited to be part of this tour, together with many other great scholars.
@RevEconStudies
The Review of Economic Studies
2 years
REStud Tours, initiated in 1989, have since embodied REStud’s tradition of promoting original studies by young economists. Here are the selected speakers for 2022 and summaries of their promising JMPs. 1/8 🧵
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@VivianoDavide
Davide Viviano
2 years
Now forthcoming in the Journal of the American Statistical Association (with @randompenalty )
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@VivianoDavide
Davide Viviano
2 years
Happy to share the new version of our wp on multiple hypothesis testing joint with @wuthrich_k and @PaulFNiehaus , which now also include an empirical analysis of research costs for MHT interpreted through our model.
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@VivianoDavide
Davide Viviano
2 years
Presenting next week my joint work with @PaulFNiehaus and @wuthrich_k on when, how and why you should adjust inference for multiple hypothesis testing
@kse_in
Frontiers in Economics 4 Ukraine Seminars
2 years
Hypothesis tests aren't independent. (How) do you correct for this with multiple tests? Find out Wed 15 June (5pm BST / 6pm CET) with @VivianoDavide , fresh from this year's @RevEconStudies tour. @UCSDEcon Join us! @KyivSchool #EconTwitter #FiE4Ukr
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@VivianoDavide
Davide Viviano
2 years
Thank you all very much, I was very fortunate to have such amazing advisors!
@Elliott_Metrics
Graham Elliott
2 years
Congratulations Dr Viviano @VivianoDavide after a successful defense. It took a whole team of advisors (not all in photo) to keep up with your work. Good luck at @StanfordGSB for the postdoc and then @HarvardEcon .
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@VivianoDavide
Davide Viviano
1 year
Happy to see this in print in JoE
@EconMetrics
Econometric Papers
1 year
Synthetic Learner: Model-free inference on treatments over time #econometrics #timeseries
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@VivianoDavide
Davide Viviano
4 months
This is such a beatiful paper, many congrats to the authors!
@ecmaEditors
Econometrica
4 months
ECMA is happy to announce the 2024 Frisch Medal has been awarded to Dennis Egger, Johannes Haushofer, Edward Miguel, Paul Niehaus, & Michael Walker for their outstanding paper: General equilibrium effects of cash transfers: experimental evidence from Kenya
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@VivianoDavide
Davide Viviano
7 months
Totally recommend
@CavaliereGiu
Giuseppe Cavaliere
7 months
Hi #EconTwitter !✍️ Working on perfecting your writing style for #economics papers and essays? Check out this useful resource by @VaranyaChaubey on improving your research paper writing skills. Tailored for PhD candidates and postdocs but useful for everyone! Plus, don’t miss
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@VivianoDavide
Davide Viviano
2 years
Presenting at the (online) Chamberlain seminar this Friday my work on experiments and spillover effects. Details available at
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@VivianoDavide
Davide Viviano
2 years
#ASSA2023 will feature many interesting sessions on experimental design, causal inference, and policy learning. For those interested, I will be presenting on Jan 6, session on Adaptive Experimentation and Policy Learning ().
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@VivianoDavide
Davide Viviano
4 months
Excited to present here our work that studies when and how to adjust inference for multiple hypothesis testing ( , w/ Kaspar Wuthrich and @PaulFNiehaus )
@maxkasy
Maximilian Kasy
4 months
🎈💭 Only 3 weeks to go!💭🎈 3 day workshop on Economic Analyses of Science at Oxford: Sign up for free online or in-person participation at
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@VivianoDavide
Davide Viviano
1 year
I will be presenting here if anyone is around!
@IQSS
Harvard Institute for Quantitative Social Science
1 year
The Workshop in Applied Statistics kicks off the new academic year with @VivianoDavide (Harvard Department of Economics), who is presenting "Policy targeting under interference." Join us at 12:00 noon!
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@VivianoDavide
Davide Viviano
2 years
Thanks @NUEconomics and @UChi_Economics for wonderful visits this week, and looking forward to the interaction conference on econometrics and applied Econ at @WIeconomics this weekend!
@pedrohcgs
Pedro H. C. Sant'Anna
2 years
So looking forward to the 2022 Interactions Conference: Bringing Together Econometrics and Applied Economics. Look at this program!! So good!
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@VivianoDavide
Davide Viviano
4 months
Excited about the fantastic program ahead! Presenting here our work on the design of clusters/cluster experiments with network spillovers
@GaborBekes
Gabor Bekes
4 months
Amazing network economics workshop is coming up in the Twin Cities @UMNISyE with @VivianoDavide @ben_golub Matt Jackson, and many more. And, @korenmiklos will present our paper on collaboration in open-source software.
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@VivianoDavide
Davide Viviano
1 year
If instead you are interested in statistical treatment choice with networks/spillovers using data from an existing (quasi)experiment, I also recently posted a revised version on my other paper on choosing whom to treat with spillover effects here:
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@VivianoDavide
Davide Viviano
1 year
Thanks @YaleRISE for a wonderful day of discussion!
@YaleRISE
Y-RISE
1 year
An econometrician, a macro-economist and a psychologist walk into a Yale conference room.... And end to a day with robust discussion about harmonizing outcomes, thinking through heterogenity, scaling questions. More to come! n/n
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@VivianoDavide
Davide Viviano
3 years
If you are interested in networks, causal inference, and experimental design, I will be presenting my works in two separate sections at the EEA-ESEM congress this week (Tuesday and Wednesday). Details are here
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@VivianoDavide
Davide Viviano
2 years
@stats_tipton If it can be helpful, in this paper we argue that multiple hypothesis adjustments should mostly depend on economic incentives and costs complementarities of each study.
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@VivianoDavide
Davide Viviano
1 year
Thanks @GSBsiLab !! Link to the paper:
@GSBsiLab
Golub Capital Social Impact Lab
1 year
In his paper “Policy Design in Experiments with Unknown Inference,” @GSBSilab research affiliate @VivianoDavide explores experimental design with spillover effects. In its latest version, he implements it on a large-scale experiment in Pakistan
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@VivianoDavide
Davide Viviano
10 months
Fantastic presenter and paper!
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@VivianoDavide
Davide Viviano
2 years
This seems very interesting and useful!
@instrumenthull
Peter Hull
2 years
Econometrica seems to be experimenting with brief author responses to referee reports, prior to editor decisions. Seems cool!
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@VivianoDavide
Davide Viviano
7 months
The method extends the lit on policy learning to the context of spillovers, allowing for local spillovers in the network and constraints on the policy space. For implementation, see the R-package NetworkTargeting developed with @J_S_Carlson
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@VivianoDavide
Davide Viviano
7 months
Interesting and sad article of ft about Italy
@mushfiq_econ
Mushfiq Mobarak
7 months
“They bring us here and let us construct nice ships where people can go on vacation,” says Sani who migrated from Bangladesh at age 16 to join his father, a shipyard worker. “But when they have to recognise your rights, they want you to be a slave.”
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@VivianoDavide
Davide Viviano
3 years
So well deserved!
@NobelPrize
The Nobel Prize
3 years
BREAKING NEWS: The 2021 Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel has been awarded with one half to David Card and the other half jointly to Joshua D. Angrist and Guido W. Imbens. #NobelPrize
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@VivianoDavide
Davide Viviano
3 years
See my research statement for a summary of my contributions: 3/3
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@VivianoDavide
Davide Viviano
3 years
My research agenda includes a) experimental design and inference in experiments; b) policy design and inference with quasi-experiments, studied in the contexts of (i) spillover effects/networks, (ii) machine-learning for causal inference, and (iii) algorithmic fairness. 2/3
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@VivianoDavide
Davide Viviano
7 months
By leveraging a sampling randomization device with information from neighbors of (quasi)experiment participants, I identify and estimate the target welfare. I then solve an optimization program and characterize its theoretical properties
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@VivianoDavide
Davide Viviano
6 months
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@VivianoDavide
Davide Viviano
3 years
Hello folks, here is my first (presentational) tweet: I am a Ph.D. candidate at UC San Diego, Econ working on econometrics and Data Science, with a focus on causal inference, networks, experimental and policy design. You find more info at
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@VivianoDavide
Davide Viviano
7 months
Last but not least many (many) thanks to the Editor (Francesca Molinari) and all four referees who did a terrific job which substantially improved the paper. And very special thanks also to my advisors and colleagues for incredibile support and feedback
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@VivianoDavide
Davide Viviano
1 year
@JhengShao Nice! Check out also this paper if you are interested in quasi-experimental settings (paper: … ; slides: )
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@VivianoDavide
Davide Viviano
2 years
@cameron_pfiffer @shoshievass Congrats! We have a what's up group for postdocs if you want to join (email me in case)
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@VivianoDavide
Davide Viviano
3 months
@AlejandroSBe @clintmharris1 Interestingly whether and how we want to do indexing vs betw/ outcomes multiple hypothesis testing corrections depends on how we interpret such outcomes from a decision theoretic perspective. We have some discussion in Sec 4 here in case of interest
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@VivianoDavide
Davide Viviano
1 year
@Elliott_Metrics Thank you Graham very much for all your advice and help!
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@VivianoDavide
Davide Viviano
2 years
@Apoorva__Lal @mjskay We have some brief comments on FDR in Sec 3, although your setting seems different from ours. The Bayesian interpretation of pFDR through q-values in Storey's 2003 paper might help in your case. ()
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@VivianoDavide
Davide Viviano
2 years
@cameron_pfiffer Ahah I was hoping that nobody had noticed that the cluster had no users these days!
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@VivianoDavide
Davide Viviano
8 months
💯
@VenturiniMiri
Miriam Venturini
8 months
(Southern) Italians will understand The list in the center is the menu. The other notes split it by cook. Note that Vittorio is my grandpa (90 y.o. next April).
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@VivianoDavide
Davide Viviano
4 months
@_evan_munro @UCBStatistics @ChicagoBooth Congratulations Evan, this is fantastic!!
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@VivianoDavide
Davide Viviano
3 years
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@VivianoDavide
Davide Viviano
5 months
@economeager Almost every student in Italy (is forced to) read it at some point at the high school -- which definitely helped appreciate it
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@VivianoDavide
Davide Viviano
2 years
@MichelaTincani @m_maggiori I think studying latin (and ancient greek) was somehow useful to learn how to learn, but agree that studying other subjects instead might be more useful.
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@VivianoDavide
Davide Viviano
6 months
@VenturiniMiri @UCRiverside Amazing!!! Complimenti Miriam!
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@VivianoDavide
Davide Viviano
1 year
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@VivianoDavide
Davide Viviano
7 months
@pedrohcgs Congrats Pedro, this is amazing!
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@VivianoDavide
Davide Viviano
7 months
@momin_rayhan @RevEconStudies thanks, you find the accepted version on my website here
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@VivianoDavide
Davide Viviano
1 year
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@VivianoDavide
Davide Viviano
7 months
@DaliaAGhanem Thann you Dalia :)
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@VivianoDavide
Davide Viviano
1 year
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@VivianoDavide
Davide Viviano
1 year
@PossebomVitor Thanks, Vitor!
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@VivianoDavide
Davide Viviano
5 months
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@VivianoDavide
Davide Viviano
1 year
@masakat0 thank you!
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@VivianoDavide
Davide Viviano
3 months
@paulgp Congrats!!
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@VivianoDavide
Davide Viviano
1 year
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@VivianoDavide
Davide Viviano
3 years
@YeWang1576 This is amazing, congrats Ye! Very well deserved!!
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@VivianoDavide
Davide Viviano
7 months
@paulgp @RevEconStudies Thank you, it was not my jmp! :)
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@VivianoDavide
Davide Viviano
7 months
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@VivianoDavide
Davide Viviano
10 months
@ben_golub @lihua_lei_stat @guido_imbens Thanks very much! let us know if you have any comments!
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@VivianoDavide
Davide Viviano
2 years
@cameron_pfiffer Still a good reason to arrange a jam session :)
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@VivianoDavide
Davide Viviano
2 years
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@VivianoDavide
Davide Viviano
1 year
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@VivianoDavide
Davide Viviano
5 months
@DaliaAGhanem thank you!
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@VivianoDavide
Davide Viviano
3 months
@maxkasy @UChicagoPress Many congrats Max, looking forward to read it!
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@VivianoDavide
Davide Viviano
5 months
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@VivianoDavide
Davide Viviano
2 years
@YeWang1576 yeah, that was a miracle
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@VivianoDavide
Davide Viviano
5 months
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@VivianoDavide
Davide Viviano
5 months
@JhengShao Next time!:)
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@VivianoDavide
Davide Viviano
1 year
@DaliaAGhanem Thank you Dalia :)
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@VivianoDavide
Davide Viviano
7 months
@paulgp @RevEconStudies Indeed I do! it took me some time for the jmp as there we waited to then implement it in a real large scale experiment after the job market
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@VivianoDavide
Davide Viviano
3 years
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@VivianoDavide
Davide Viviano
7 months
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@VivianoDavide
Davide Viviano
3 years
Looking forward to the NBER Summer Institute on Labor Studies kicking off today!
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@VivianoDavide
Davide Viviano
1 year
@pedrohcgs Thank you, Pedro!
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@VivianoDavide
Davide Viviano
2 years
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@VivianoDavide
Davide Viviano
1 year
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@VivianoDavide
Davide Viviano
3 months
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