Tuesday, April 28, 2026

Colours and reflections


Nothing a lot to publish besides that I wished to share that Yale College Press despatched me two doable covers of my new e-book and requested me to choose.

I went with inexperienced.

And simply in case you had been questioning, it’s fairly large replace. Reduce the chance chapter, constructed out the unconfoundedness chapter, up to date IV with extra on weak devices literature, tweaked RDD with optimum bandwidth choice and a brand new software, then a reasonably substantial overhaul of the panel stuff. I stored the mounted results chapter the identical, however the diff in diff chapter cut up into two chapters — one on basic diff in diff stuff (the 2×2 calculation, the regressions for it, the goal parameter, the ATT, parallel tendencies, occasion research), after which one other chapter on advanced diff in diff which is covariates, compositional change, two manner mounted results with OLS, bacon decomp, a bunch of the brand new diff in diff estimators, sensitivity evaluation with Rambachan and Roth, a guidelines, a brand new instance. Then a beefed up artificial management chapter after which a closing

I additionally constructed the brand new e-book extra round narratives of the Princeton industrial relations part, the labor economists and labor economics custom for its position in utilized causal inference during the last 50 years extra usually, and the statistics of experiments (additionally Harvard however Harvard stats). Card, Krueger, Orley, Lalonde, Imbens, Angrist, Heckman, Currie, Rubin, Abadie — they’re typically characters. However on account of writing a lot about them within the remix, and for the aim of causal inference pedagogy, I believe I won’t have the rest to say. Perhaps I’ll know as soon as sufficient time passes and the books out and behind me.

However Yale thinks possibly August 25, probably early September. I’ll begin getting the web e-book prepared most likely after I get again from Europe. Kyle has some concepts about methods to make the interface higher so we’ll see what’s coming. However identical to final time, it’ll have a free model.

On a special observe I obtained to see the coasts of Rhode Island this weekend. I had clam muffins driving by the ocean, stopping at Narragansett. It was stunning. I’m solely the billionth individual to say that I’m positive, however it’s and I like it. I informed my pal I had thought deeply about Rhode Island from 2009-2018 due to a paper I wrote with Manisha Shah, however had by no means been there. I went to brown final semester however what I imply is I hadn’t actually seen it regardless of a fifth of my life considering and speaking about it. A lot in order that my youngest daughter as soon as informed her Sunday faculty instructor that, when requested what her dad did for a residing. She informed them that I had “found Rhode Island”, which was most likely higher than her attempting to clarify that what I had actually carried out was estimate diff in diff and artificial management fashions on the impact of legalized intercourse work in Rhode Island on arrests, public well being outcomes, and the market measurement itself.

Level is, it was a humorous expertise to know a lot about probably the most inconsequential a part of Rhode Island historical past after which nothing in regards to the state and to then journey it because it simply felt pleasant. However it was greater than pleasant. Right here’s an image.

Courses are almost carried out. Then I head to Europe. My schedule is now this:

  • Zurich for per week

  • Glasgow for per week

  • Madrid for per week

  • Numerous elements of Italy for per week (Pisa and Milan)

  • Beeline for a spell

  • Again to Italy (Lucca once more!) for per week

  • Maastricht for a day

  • Then a one week trip in San Sebastián

After which I come dwelling. It’ll be my most intensive journey over there to this point.

Touring to Europe all the time coincides with me spending the summer time writing a ton of poetry, normally on planes and trains, vowing that this time I’ll lastly ship a couple of out, and every time by no means doing so. I’m not a lot of a finisher alas. And who is aware of — possibly I received’t even write a single poem. However it does look like the very first thing all the time occurs is after I get on the airplane, I write.

However possibly this time, possibly I’ll attempt to rebuild the concept of my econometrics detective novels for younger adults. I do know I talked about most of this on an earlier substack, and so it’s somewhat repetitive, however I simply thought I might discuss at present out loud. I typically really feel like I must discover a option to stability my pursuits — analysis, educating, assist for my dept, writing, outreach, service. I like the concept of the econometrics personal eye. I don’t know — it’s exhausting. It could be exhausting to do properly, and I’m 50, and I like writing, and I wish to discover extra individuals wherever they’re and lead them into econometrics. And I believe possibly a homicide thriller may do it. Not everybody in fact, however possibly one or two individuals, and I determine somebody has to seek out these two individuals, deliver them into the fold, so why not me?

I’m again in that previous acquainted place of not having the ability to sleep. I don’t know what it’s. I’ve tried every little thing. It began after I threw that social gathering final weekend for my pal and their associates right here at my apt. The brisket and rooster was scrumptious, I labored all day on it, and it got here collectively by some miracle. And I assume it made me blissful and unhappy. Blissful as a result of I obtained to like on my pal and their associates, love on Boston, and provides somewhat texas to them as a peace providing of affection and friendship. Unhappy as a result of it’s all the time unhappy to make associates after which depart. I made a decision for the yr I used to be right here I might be right here and never take into consideration leaving. So if I met somebody new, I didn’t inform myself that this was momentary so why make associates. However in fact, you then depart and should say goodbye. And so having such a pleasant feast, given my proneness to rumination and melancholy, most likely simply caught maintain of me. And it’ll shake out as soon as lessons finish, I pack up, and head out.

However I’m glad to see my youngsters. And I’m glad to see my cats. The 2 tenants who rented my home took care of all three for a backed charge. And thank goodness, one in all them fell in love with Simba, the stray I adopted, and goes to take him along with her when she leaves. Little does she know I might’ve paid her to take him — that’s how determined I’ve been to rehome him. Regardless of what you possibly have heard, the pound doesn’t normally take cats. You may as properly simply allow them to go exterior and lock the door, which I couldn’t do, so I had 4 candy cats who didn’t get together with each other, managed to discover a dwelling for one, and now have discovered one other dwelling for the opposite, taking me again down to 2 — the 2 authentic littermate sisters, Veronica and Betty. I’m positive they’re traumatized and past pissed off with how abandonment points having been handed round and with blended household for some time — identical to their previous man. I’ll be glad to see him.

However that’s a methods away. For the way, it’s ending the semester robust, getting issues arrange the place I can all the time name Claude and codex from the cellphone to my apt desktop if want be, get a brand new suitcase to exchange the one which was stolen on the prepare to Zurich final summer time, and simply do every little thing I can to organize for a protracted summer time. Then lessons this fall.

However I did determine I’ll write another mixtape styled e-book on chance based mostly on my Harvard PhD lecture notes. I believe I must spend extra time occupied with that materials as I got here to like it. So I’ll be that first. Attempt to get all these papers in a groove. Attempt to be blissful, attempt to deal with the household, attempt to make associates once more. I’m considering of coming again to Boston usually however I received’t be renting. I suppose I had to consider that to reject it. It was clearly not financially good, however I simply wasn’t prepared to depart right here. Typically I’ve to inform the tales after which I can transfer previous it.

I additionally wished to only say. I do know that typically seeing images of a persons’ journey can really feel like performative pleasure. Particularly when it’s on-line. And I do know it’s none of my enterprise what individuals assume or really feel seeing my photographs and sharing in my travels. I’ll proceed this summer time to jot down about causal inference, in addition to AI, on right here. However I believe I’m going to only additionally share the place I’m and inform about the way it’s going — which is extra private, nevertheless it’s simply that that is my fundamental outlet for sharing. However it’s completely none of my enterprise if somebody hates seeing that stuff, and decides to discontinue subscribing in consequence. The substack has nearly 27,000 subscribers now, and I form of don’t fairly know methods to finest go a few publication, as a result of I’m not a public mental. I’m extra a man looking for the proper spreadsheet to clarify some paper I’ve learn. Or to check out some new AI factor and determine what I realized after which share about it. However I additionally wished to point out all of you footage.

And so want me luck. And good luck this week.

Scott’s Mixtape Substack is a reader-supported publication. To obtain new posts and assist my work, take into account changing into a free or paid subscriber.

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