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Amine Ouazad

@amineouazad

Prof HEC Montreal ๐Ÿ‡จ๐Ÿ‡ฆ. Trained in ๐Ÿ‡ซ๐Ÿ‡ท ๐Ÿ‡ฌ๐Ÿ‡ง. Urban and Real Estate economist / Professorship de recherche en รฉconomie urbaine et immobiliรจre. Cited NYT, WSJ, FT, Bloomberg. #Econsky GitHub ๐Ÿ‘‰ https://github.com/aouazad/ Website ๐Ÿ‘‰ https://www.ouazad.com

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29.09.2023
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Latest posts by Amine Ouazad @amineouazad

It was fun to discuss the evidence and its robustness, and the institutional details of these markets. Many acronyms! MBS, MSR, CRT, CAT, ILS, GSE, gfee, SFHA, mREIT, etc. I mentioned the work of First Street just around the corner from Tandon, Jupiter Intelligence and Moody's.

04.03.2026 22:18 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Biswas, Hossain, and Zink, 2023. California wildfires, property damage, and mortgage repayment.

Kahn, Ouazad, and Yรถnder, E., 2024. Climate risk diversification through securitization.

Keys, and Mulder, 2024. Property insurance and disaster risk: New evidence from mortgage escrow data.

04.03.2026 22:18 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Gave a 2-hour class on climate risk and mortgage finance at the NYU Tandon School of Engineering. An engaging audience and I presented three papers. Link to the slides: www.dropbox.com/scl/fi/fxl0w...

04.03.2026 22:18 ๐Ÿ‘ 2 ๐Ÿ” 2 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
An anti-facist open letter from 23 retired Harvard Business School professors

Anti-fascism should have broad support across the American political spectrum. Elections need to be defended. Here's an open letter from retired professors at HBS in which we call for business leaders to address that need.
#econsky #academicsky
marketdesigner.blogspot.com/2026/02/an-a...

28.02.2026 14:54 ๐Ÿ‘ 89 ๐Ÿ” 31 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 3
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Better neighborsโ€”not better neighborhood factors like job availabilityโ€”are what help disadvantaged adults succeed in the labor market, from Stephen B. Billings, Mark Hoekstra, and Gabriel Pons Rotger www.nber.org/papers/w34872

27.02.2026 16:01 ๐Ÿ‘ 5 ๐Ÿ” 4 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Environmental Subsidies to Mitigate Net-Zero Transition Costs (Forthcoming Article) - Imperfect competition within the pollution abatement equipment sector may hinder the Paris Agreementโ€™s goals. We show that carbon taxโ€“funded environmental subsidies can stimulate firm entry, enhance competition, and lower abatement costs for businesses. Using a quantitative macro-climate model with an endogenous market structure for abatement equipment, we estimate that optimally allocating subsidies (60% to startups and 40% to existing companies) could enhance efficiency, generating annual global GDP savings of $2.5 to $3.1 trillion by 2060.

Forthcoming in AEJ: Macroeconomics: "Environmental Subsidies to Mitigate Net-Zero Transition Costs" by Eric Jondeau, Gregory Levieuge, Jean-Guillaume Sahuc, and Gauthier Vermandel.

26.02.2026 10:42 ๐Ÿ‘ 3 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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The AI-Augmented Scientist The promise and pitfalls of using AI tools to boost my capabilities as a scientist

As a rare climate scientist working in Silicon Valley, I've been drinking from the AI firehose a lot more than my peers. I thought it would be helpful to lay out my experiences of both the promise and pitfalls of using AI to accelerate scientific research:

24.02.2026 17:51 ๐Ÿ‘ 122 ๐Ÿ” 44 ๐Ÿ’ฌ 12 ๐Ÿ“Œ 8
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XVIII Premio Fronteras del Conocimiento en Economรญa a Charles Manski por incorporar la incertidumbre en la investigaciรณn econรณmica y su aplicaciรณn al anรกlisis de las polรญticas pรบblicas

Congratulations to Charles Manski on winning the BBVA Frontiers Award for his foundational contributions to partial identification, semiparametric methods, subjective expectations, social interactions and policy decision-making under uncertainty
www.premiosfronterasdelconocimiento.es/noticias/xvi...

25.02.2026 10:46 ๐Ÿ‘ 44 ๐Ÿ” 17 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 3
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American Economic Review: Insights Vol. 8 No. 1 March 2026

The March 2026 issue of AER: Insights (8, 1) is now available online at aeaweb.org/issues/837

25.02.2026 14:57 ๐Ÿ‘ 4 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

A great article on the adaptation of higher education to AI. We are having similar conversations about the appropriate measures of competence when homeworks are not a good signal.
Un bel article sur l'adaptation ร  l'IA. Nous avons des conversations similaires ร  HEC sur la mesure de la compรฉtence.

25.02.2026 14:59 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Figure shows the average change in monthly payments upon internal refinancing: realised (red) vs passive counterfactual (blue). The passive counterfactual assumes borrowers roll over remaining debt at expiration without extra payments or contract adjustments.

The surge in inflation following the COVID-19 pandemic prompted many central banks to raise interest rates sharply. This column combines data from a large German bank, a borrower survey, and a letter experiment to show that mortgage-holdersโ€™ actions substantially reduce the impact of higher rates on monthly payments when their fixed rate ends. Survey responses indicate high informedness and a strong propensity to prepare, while the letter increases awareness of available options and raises refinancing activity among borrowers close to expiration. Overall, financial strains on mortgagors appear limited despite much higher rates, and mortgagorsโ€™ anticipatory actions affect the transmission of monetary policy.

Figure shows the average change in monthly payments upon internal refinancing: realised (red) vs passive counterfactual (blue). The passive counterfactual assumes borrowers roll over remaining debt at expiration without extra payments or contract adjustments. The surge in inflation following the COVID-19 pandemic prompted many central banks to raise interest rates sharply. This column combines data from a large German bank, a borrower survey, and a letter experiment to show that mortgage-holdersโ€™ actions substantially reduce the impact of higher rates on monthly payments when their fixed rate ends. Survey responses indicate high informedness and a strong propensity to prepare, while the letter increases awareness of available options and raises refinancing activity among borrowers close to expiration. Overall, financial strains on mortgagors appear limited despite much higher rates, and mortgagorsโ€™ anticipatory actions affect the transmission of monetary policy.

Mortgage-holdersโ€™ actions substantially reduce the impact of higher interest rates on monthly payments when their fixed rate ends. Financial strains on mortgagors appear limited despite much higher rates.
@fuster.bsky.social @gianiv.bsky.social et al.
cepr.org/voxeu/column...
#EconSky

25.02.2026 09:01 ๐Ÿ‘ 3 ๐Ÿ” 5 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1
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Examining whether government funding influences the choice of research topics in the context of clean energy research, from David Popp, Myriam Gregoire-Zawilski, Lizhen Liang, and Daniel Acuna www.nber.org/papers/w34856

24.02.2026 18:01 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Skimpy

Today, Skimpy has hit 500 stars on GitHub! ๐ŸŽ‰

Skimpy summarises info about datasets quickly and efficiently, either in Python or on the command line (for CSVs). Cool new features:

- export summary table to text, html, or svg

- cli tool now sniffs csv files

Docs here: aeturrell.github.io/skimpy/

24.02.2026 18:17 ๐Ÿ‘ 6 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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American Economic Review Vol. 116 No. 2 February 2026

An AER with 2 papers in urban economics. One on Bogota's public transport innovation that inspired cities across the world.

Evaluating the Impact of Urban Transit Infrastructure: Evidence from Bogotรก's TransMilenio - Nick Tsivanidis

The other is on the office apocalypse.

www.aeaweb.org/issues/835

24.02.2026 16:47 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

In parallel, the attention-information tradeoff is a subject of active research in urban economics. Why do we pay attention to specific dimensions of housing supply and not others?

24.02.2026 16:44 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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From the programming community on Reddit: Anthropic built a C compiler using a "team of parallel agents", has problems compiling hello world. Explore this post and more from the programming community

I have been using Claude for a while but have grown increasingly skeptical of its ability to produce efficient high quality implementations of cutting-edge algorithms. This is an example.

www.reddit.com/r/programmin...

24.02.2026 02:14 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Interesting new paper on the cost of permitting. This is hard to measure, and these costs have long been thought to be significant. This paper confirms this, estimating permitting costs at roughly 30% of the wedge between construction cost and the price of housing.
(HT @michaelwiebe.bsky.social)

23.02.2026 21:02 ๐Ÿ‘ 30 ๐Ÿ” 15 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1
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JUE insight: Floods & urban density
Pierre Magontier and Rodrigo Martinez-Mazza www.sciencedirect.com/science/arti...

23.02.2026 19:52 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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The Macroeconomic Impact of Climate Change: Global Versus Local Temperature* Abstract. This paper estimates that the macroeconomic damages from climate change are an order of magnitude larger than previously thought. Exploiting natu

New in the QJE.

academic.oup.com/qje/advance-...

23.02.2026 18:44 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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A Local Projections Approach to Differenceโ€inโ€Differences We propose a local projections (LPs)-based difference-in-differences (DiD) approach that subsumes many of the recent solutions proposed in the literature to address possible biases arising from negat....

Here's a link to our JAE paper on LP-DiD.

onlinelibrary.wiley.com/doi/10.1002/...

20.07.2025 03:13 ๐Ÿ‘ 13 ๐Ÿ” 3 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Very pleased that our local projections dif-in-dif paper is now out in the Journal of Applied Econometrics. Joint with @dgirardi.bsky.social, Jorda, and Taylor.

It's a tool that we think many applied economists will find useful (indeed many already have).

๐Ÿงต

20.07.2025 03:07 ๐Ÿ‘ 153 ๐Ÿ” 37 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 6
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Spatial models calibrated to observed flows suffer overfitting problems in granular settings. @tradediversion.bsky.social & Felix Tintelnot diagnose the problem, show data smoothing performs better, and introduce a finite model to quantify counterfactual uncertainty. buff.ly/rJ8EE0J

23.02.2026 14:02 ๐Ÿ‘ 5 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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The Social Value of Hurricane Forecasts (Forthcoming Article) - What is the impact and value of hurricane forecasts? We study this question using the universe of landfalling US hurricanes between 2005โ€“2022. We find that forecasts drive adaptive protective expenditures, and that erroneous underforecasts result in a significant increase in total hurricane damage. Using a theoreticallygrounded approach for estimating the marginal value of forecast improvements, we find that improvements since 2007, after the implementation of a national policy to improve hurricane forecasts, have reduced total costs by 19%, averaging $2 billion per hurricane. These benefits far exceed the annual budget of the policy and of all federal weather forecasting.

Forthcoming in AEJ: Economic Policy: "The Social Value of Hurricane Forecasts" by Renato Molina and Ivan Rudik.

23.02.2026 09:08 ๐Ÿ‘ 5 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Figure 1: income (in CHF) by migration round

Figure 1: income (in CHF) by migration round

Figure A7: Change in housing consumption per person, disaggregated into those initiated by construction of small units and those by large units.

Figure A7: Change in housing consumption per person, disaggregated into those initiated by construction of small units and those by large units.

Yet the findings are consistent with those from other contexts. New homes are occupied by those on relatively high incomes, but initiate moving chains that involve households with progressively lower incomes & homes at lower rents. Households generally move to larger homes.

20.02.2026 15:53 ๐Ÿ‘ 51 ๐Ÿ” 8 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 3
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Public service announcement: there is a number of submission deadlines for conferences in the next ~2 weeks. Get your papers ready.

20.02.2026 14:54 ๐Ÿ‘ 6 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 1
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The Price of Productivity by Gabriel Ahlfeldt (HU Berlin, LSE), Stephan Heblich (University of Toronto), Tobias Seidel (University of Duisburg-Essen), Fan Yin (HU Berlin)

"The price of productivity is not paid in wages alone. A large share is paid in rents." Our @bsoeberlin.bsky.social INSIGHTS piece summarizes why considering commercial rent capitalization is important to properly estimating agglomeration effects. berlinschoolofeconomics.de/insight/the-...

15.02.2026 16:58 ๐Ÿ‘ 7 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Ed Glaeser would approve the creation of universities in the North. Economic development in the 21st Century is more about human capital than about commodity extraction, as Ed Glaeser illustrates with the example of Pittsburgh.

12.02.2026 17:10 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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The agglomeration elasticity may be larger than widely believed (if we account for capitalization in commercial floor space prices). And the first micro-geographic commercial rent index for Germany!!! ๐Ÿ˜Ž @bsoeberlin.bsky.social DP: opus4.kobv.de/opus4-hsog/f... Data: github.com/Ahlfeldt/AHS...

12.02.2026 13:32 ๐Ÿ‘ 10 ๐Ÿ” 4 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Moins de coercition et plus de chantiers ร  Montrรฉal EXPERT INVITร‰. La fin du

Evolution of inclusionary zoning policies in Montreal.

Discussion in the industry suggests that the 20-20-20 regulation was mostly a tax and had a marginal impact on the supply of affordable housing.

www.lesaffaires.com/mes-finances...

11.02.2026 17:00 ๐Ÿ‘ 3 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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www.aeaweb.org/research/du-... W.E.B. Du Bois and the history of marginalism
Daniel Kuehn discusses key insights in marginalist wage theory developed by W. E. B. Du Bois when he was a Harvard graduate student.

11.02.2026 16:56 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0