Advertisement · 728 × 90

Posts by Ulrich Atz

🐴🪽☀️

15 hours ago 1 0 0 0

One takeaway from the paper is that disclosure is necessary but not sufficient: Franchise Disclosure Documents make these restraints visible, but they do not undo switching costs,hold-up, or post-term noncompetes.

The FTC's Franchise Rule emphasizes disclosure over substantive regulation.

16 hours ago 1 1 0 0

I see it now. elegant!

3 days ago 1 0 0 0

Very nice design with the “+” operator. I did my homebrew with function arguments. Does prefab allow you to customize? eg via templates?

3 days ago 1 0 1 0

Identification Strategies

This chart shows the frequency of papers matching the following search query:

"causal identification" OR "causally identified" OR "identification strategy" OR "identification approach" OR "identification assumption" OR "identifying assumption" OR "identifying variation" OR "empirical identification" OR "over identified" OR "over-identified" OR "underidentified" OR "under-identified" OR "identification properties" OR "identification test" OR "identification problem" OR "identification issue" OR "problem with identification" OR "problems with identification" OR "issue with identification" OR "issues with identification" OR "problem identifying" OR "problems identifying" OR "issue identifying" OR "issues identifying" OR "threat to identification" OR "threats to identification" OR "threat for identification" OR "threats for identification" OR "over identifying" OR "over-identifying" OR "under identifying" OR "underidentifying" OR "partial identification" OR "partially identified" OR "non-parametric identification" OR "nonparametric identification" OR "non parametric identification" OR "non-parametrically identified" OR "nonparametrically identified" OR "non parametrically identified" OR "identification condition" OR "identifying condition" OR "condition for identification" OR "conditions for identification" OR "condition for identifying" OR "conditions for identifying" OR "point identification" OR "pointidentification" OR "point identified" OR "point-identified" OR "point identifying" OR "point-identifying" OR "set identification" OR "set-identification" OR "set identified" OR "setidentified" OR "set identifying" OR "set-identifying" OR "identification analysis" OR "weak identification" OR "identification result" OR "identification argument" OR "identification framework" OR "identification scheme"

Identification Strategies This chart shows the frequency of papers matching the following search query: "causal identification" OR "causally identified" OR "identification strategy" OR "identification approach" OR "identification assumption" OR "identifying assumption" OR "identifying variation" OR "empirical identification" OR "over identified" OR "over-identified" OR "underidentified" OR "under-identified" OR "identification properties" OR "identification test" OR "identification problem" OR "identification issue" OR "problem with identification" OR "problems with identification" OR "issue with identification" OR "issues with identification" OR "problem identifying" OR "problems identifying" OR "issue identifying" OR "issues identifying" OR "threat to identification" OR "threats to identification" OR "threat for identification" OR "threats for identification" OR "over identifying" OR "over-identifying" OR "under identifying" OR "underidentifying" OR "partial identification" OR "partially identified" OR "non-parametric identification" OR "nonparametric identification" OR "non parametric identification" OR "non-parametrically identified" OR "nonparametrically identified" OR "non parametrically identified" OR "identification condition" OR "identifying condition" OR "condition for identification" OR "conditions for identification" OR "condition for identifying" OR "conditions for identifying" OR "point identification" OR "pointidentification" OR "point identified" OR "point-identified" OR "point identifying" OR "point-identifying" OR "set identification" OR "set-identification" OR "set identified" OR "setidentified" OR "set identifying" OR "set-identifying" OR "identification analysis" OR "weak identification" OR "identification result" OR "identification argument" OR "identification framework" OR "identification scheme"

@paulgp.com where do the 70-90% identification rates from the dashboard website come from? I can't find them in the paper (or I'm reading it wrong).

paulgp.com/econlit-pipe...

3 days ago 1 0 1 0
Preview
GitHub - statzhero/targets-r-skill: Claude Code and Codex skill for the targets R package (targets >= 1.12). Modern patterns for reproducible analysis pipelines. Claude Code and Codex skill for the targets R package (targets >= 1.12). Modern patterns for reproducible analysis pipelines. - statzhero/targets-r-skill

Another day, another R coding skill: targets-r.

Covers the amazing `targets` package by Will Landau fosstodon.org/@landau for reproducible analysis pipelines.

You can install it in one line. 📦 #rstats #claudecode #codex

github.com/statzhero/targets-r-skill

3 days ago 7 0 1 0
Preview
Generating universes within universes with a single seed | Andrew Heiss See how one call to set.seed() in R creates an entire predetermined universe of pseudorandom numbers

Also a timely post by @andrew.heiss.phd

www.andrewheiss.com/blog/2026/04...

4 days ago 1 0 0 0

I take this as a serious question: if everyone (every LLM) uses the same seed it sort of defies its purpose and it’s well documented that these models tend yield the most probable input which for seed is 42 (because programmers love the Hitchhiker's Guide to the Galaxy?!)

4 days ago 0 0 2 0
GitHub - statzhero/tidy-r-skill: An LLM skill for modern tidyverse R using R >= 4.5.0, tidyverse >= 2.0.0, and dplyr >= 1.2.0. An LLM skill for modern tidyverse R using R >= 4.5.0, tidyverse >= 2.0.0, and dplyr >= 1.2.0. - statzhero/tidy-r-skill

`tidy-r` SKILL.md got a spring clean! I slimmed down the reference, added `tidyselect` coverage, and fixed a few things. It's one line to install.

📦 #rstats #claudecode #codex

github.com/statzhero/tidy-r-skill

4 days ago 7 1 0 1

Where does the dat come from?

1 week ago 1 0 1 0
Advertisement

... but also unlocking a rich, holistic ecosystem of stakeholder-driven paradigms, ultimately catalyzing a deeper understanding of what it truly means to navigate this ever-evolving journey."

1 week ago 1 0 0 0

New game: guess the prompt.

"Let's delve into the intricate tapestry of nuanced insights, meticulously woven together to robustly underscore the multifaceted landscape of innovation — not merely showcasing transformative synergies, ...

1 week ago 0 0 1 0
The corruption of English – ulrich atz A short rant. I’m not old enough to yell at clouds, but I can yell at word choices.

New blog post: The corruption of English. A very short rant, and my entry into the grumpy-old-man genre.

uatz.org/blog/2026-04-06-corruption-of-english/

1 week ago 0 0 0 0

Amazing work! Are you planning to support `tar_file` and the rest of the zoo?

1 week ago 1 0 1 0
A screenshot of the positron app showing it was modified on January 1, 1980.

A screenshot of the positron app showing it was modified on January 1, 1980.

This made me chuckle @posit.co #positron #rstats

2 weeks ago 3 0 1 0

So they positron dev containers are not intended as a claude code yolo sandbox? or also? 😅

2 weeks ago 0 0 1 0

Congrats, looks great. I would love to test it: I have a simple project that replicates code in three languages (R, Python, Stata), one that builds a method based on a replication package (R), and a more complicated model that dispatches to Stan.

Do you think one of them would be a good candidate?

2 weeks ago 1 0 1 0

Is this not a tool for sandboxing? I guess I’m unclear about the use cases.

2 weeks ago 0 0 2 0

Is this for the infamous ‘—dangerously-skip-permissions’?

2 weeks ago 0 0 1 0
Advertisement
OSF

Maybe I'm doing it wrong: does the search find the replicated papers? E.g. osf.io/registries/s... returns zeros results but the paper in here does mention that author as part of the paper: osf.io/rq6jd/overview

2 weeks ago 0 0 1 0

This is helpful! Is there also a direct link to the list of all attempted replicated papers?

2 weeks ago 1 0 1 0

Send me your favorite #rstats hex tile.

(And also the philosophy around it.)

2 weeks ago 0 0 0 0
Preview
GitHub - statzhero/tidy-r-skill: An LLM skill for modern tidyverse R using R 4.5+, tidyverse 2.0+, and dplyr 1.2+. An LLM skill for modern tidyverse R using R 4.5+, tidyverse 2.0+, and dplyr 1.2+. - statzhero/tidy-r-skill

One more R coding skill for the pile: tidy-r.

It includes all the cool new functions of dplyr 1.2! It also hooks into the r-btw MCP server for live docs, or falls back to R help when it's not available.

You can install it in one line. 📦 #rstats #claudecode #codex

github.com/statzhero/tidy-r-skill

2 weeks ago 18 2 0 0
The mobile browser tab count shows an infinity symbol.

The mobile browser tab count shows an infinity symbol.

unlocked new mobile browser tab count

3 weeks ago 0 0 0 0
A table titled "Yearly average exchange rates for converting foreign currencies into U.S. dollars" showing one row for the Euro Zone. The Euro averaged 0.886 per U.S. dollar in 2025, 0.924 in 2024, and 0.924 in 2023. The 2024 value (0.924) is circled in red, highlighting a comma instead of a decimal point.

A table titled "Yearly average exchange rates for converting foreign currencies into U.S. dollars" showing one row for the Euro Zone. The Euro averaged 0.886 per U.S. dollar in 2025, 0.924 in 2024, and 0.924 in 2023. The 2024 value (0.924) is circled in red, highlighting a comma instead of a decimal point.

This is live on the official IRS website and hasn't been fixed in a year.

3 weeks ago 0 0 0 0

Now I'm listening

3 weeks ago 2 1 1 0

Some juicy prizes for an essay.

1 month ago 1 0 0 0

Thanks for sharing. Just FYI, I recommend to audit the event-studies skill manually because it has set.seed(42), broken file paths, and every plot example (I think?) uses geom_ribbon when the instructions explicitly said geom_errorbar.

1 month ago 2 0 1 0
Advertisement
Preview
Job opportunity Assistant Professor, tenure track, qualification agreement at Wirtschaftsuniversität Wien Jobportal others in Wien

Opening for a tenure track position in statistical computing:

wirtschaftsuniversitaet-wien-portal.rexx-systems.com/Assistant-Pr...

As dept chair, R Core member Kurt Hornik invites applications from people who could make substantial contributions to #RStats, including base R.

Deadline Mar 18!

1 month ago 28 26 0 2
Preview
GitHub - posit-dev/skills: A collection of Claude Skills from Posit A collection of Claude Skills from Posit. Contribute to posit-dev/skills development by creating an account on GitHub.

You add the posit marketplace, install r-lib, and invoke the skill at an opportune moment (or claude code runs it for you with the right trigger words).

The README has some instructions.

github.com/posit-dev/sk...

1 month ago 2 1 0 0