My EV does 3.1–4 miles per kWh and my off-peak rate is 8.5p/kWh. That’s about 2.13–2.74p per mile in electricity. Add the new 3p/mile tax and it jumps to 5.13–5.74p per mile – more than doubling my running costs (about 2.1–2.4× higher). Punishing EV’as is a bizarre policy choice.

The very first thing the Prime Minister does is use the household budget metaphor. A metaphor - this report into BBC coverage - said could be "easily misleading." Why is the government trying to mislead the country?

#CausalPy 0.6.0 adds Bayesian Propensity Score Enhancements! Flexible spline adjustments, improved joint modeling, and an example notebook make scoring more robust, showing how design thinking complements #Bayesian estimation. 🧩Try it on Github: dub.link/9jkcRao

🚀 #CausalPy 0.6.0 is live! A key highlight: the new Prior class, enabling fully custom #Bayesian priors and advanced setups like spike-and-slab or synthetic control models. More flexibility, more transparency, better causal modeling. 🧩 𝗖𝗵𝗲𝗰𝗸 𝗶𝘁 𝗼𝘂𝘁 𝗼𝗻 𝗚𝗶𝘁𝗛𝘂𝗯: dub.link/QrkzW8C

Random data viz. Solar generation from our modest array. From May 2023 onwards.

I've finally got around to curating a selection of films about the #climate crisis 🎥 There's lot of mediocre climate films out there, but for me these stand out head & shoulders above the rest 🎞️ They make excellent resources for classrooms, lecture halls, or community cinema's 🎬 Thread:🧵Plz RT

Lost like this is going to be interesting. This guy knows more than me, no doubt, but at 7m 7s he says something which seems totally wrong. That there is no government money, only private bank money 🤨 youtu.be/GKvSMtqhccw?...

Every time the chancellor or the media mention fiscal black holes, I just can’t help think about this video which explains it in a way that a 5 year old would understand. #sectoralbalances youtu.be/mtDzC3i9i6A?...

Realising the great transition Part 1: youtu.be/kIWF_XcU40Q?...

Sign & share comrade petition.parliament.uk/petitions/73...

If I can’t make it live (toddler duties) can I ask, “Sectoral balances seem pretty easy to explain. Would you say that this is a good gateway drug into MMT?”

Very informative preprint written by several leading causal inference authors that addresses 12 current issues in the field. arxiv.org/abs/2508.17099

Impedance scales are rubbish. They indicate no change - very demoralising. Using skinfold callipers reveals the truth - fat loss and lean mass gain 💪🏻🏋🏻‍♂️

The most recent Scottish Government prospectus for independence announced its desire to follow the EU's fiscal rules, the "SGP", once Scotland was independent and BEFORE it joined the EU. No one has ever considered the economic impact of that decision until now. Thread. 1/10

This is quite a painful watch for anyone who understands #MMT. Governments are not households! youtu.be/KHdUAZnGS50?...

The UK's Online Safety Act has caused a massive increases in Google searches for "VPN." Quick little Bayesian Causal analysis of Google Trends data. See more on the linked in post here: www.linkedin.com/posts/benjam...

This is a good example of an (ex) MP not understanding fiat currency. The hard money view is so appealing, people find it hard to escape from its gravitational pull. An alternative argument would be that £ has value because we go to prison if we don’t pay our taxes. #mmt youtu.be/Li3L1s5VKK0?...

Hope you don’t mind @patriciapino.bsky.social & co, but I’ve been trying to point YouTubers in your direction. I assume you’d be receptive? IMHO getting some YouTubers savvy on MMT would be force multiplier. This channel has showed some interest youtube.com/@maximilienr... #mmt

Hi @octopus.energy I love the app, but the estimated costs is confusing. The graph includes standing charges, but the question mark icon next to the estimated cost says it doesn't include fixed charges. Any chance you could clear that up?

Anyone familiar with the VO2 max ➡️ longevity literature? Isn't relative VO2 max (ml/kg/min) a terrible measure, being conflated with body mass? Isn't this collider bias / backdoor path city? #causality

🚨 We’re opening our private Bayesian modeling workshops to the public — for the first time After this course, you won’t just build better models. You’ll know how to explain them — to technical and non-technical stakeholders alike 🎓 Led by top PyMC experts. 📎 Register here: dub.link/68uMjpp

How I explain frequentism vs Bayesianism to my students

CausalPy hits 1000 stars on GitHub 🤩

What I want Apple Intelligence to do (non-exhaustive): - I want to interact with and and ask questions of pdf files in Preview, and web pages in Safari - Way better understanding of what I’m trying to type when using the keyboard swipe input method (as opposed to the traditional tap tap method)

This video will change your life*. #MMT ‘ers need to do more like this. Sectoral balances is definitely over route “in”. youtu.be/mtDzC3i9i6A?... *or at least how you understand the world.

New blog post: drbenvincent.github.io/posts/mcmc_g...

Climbing the causal ladder for fun and profit… The recording of my @pydata.bsky.social 2024 talk is up! Learn about causal inference, illustrated with an interesting demand estimation business problem. youtu.be/ajLPA34upQY?...

[CausalPy news] BBC Studios are using CausalPy for their out-of-home marketing analytics. medium.com/bbc-studios-...

Well this is a very interesting documentary, watching with your #mmt glasses on. “… but where was the money going to come from? … since the nazi’s had none, they invented it.” youtu.be/VXnuIbGCYG8?...

What’s the difference between private and central bank money creation? Do feel free to let me know any mistakes - this is a technical topic! Unpaywalled link: drbenvincent.medium.com/whats-the-di... #mmt

This is interesting by @garyseconomics.bsky.social but I don’t buy step 3 - governments who issue their own currency don’t borrow to fund spending as such. They issue bonds for other reasons, not to generate income. They are the ones who create currency in the first place. youtu.be/pUKaB4P5Qns?...

30m documentary by the FT on government debt. Wouldn’t it be totally amazing if all these confident & highly paid people are totally wrong and a plucky bunch #mmt ‘ers got it right! youtu.be/n1jhoU9Mp_U?...

At PyMC Labs I've been working with a group developing synthetic consumers for marketing research. We just published this white paper with an overview of work in this space -- and we have a blog post coming next week with some experimental results. www.pymc-labs.com/blog-posts/s...

Austerity as Self-Imposed Anaemia: Rethinking Government Deficits Unpaywalled link: drbenvincent.medium.com/austerity-as... #MMT

My latest. stephaniekelton.substack.com/p/elon-musk-...

By joining a cooperative energy generation company @rippleenergy.bsky.social, it looks like we’re carbon neutral! (At least in tens of our electricity use) In December we net generated more carbon than we consumed. But over multiple months we’re hovering around net zero.

✨ This year, we saw many new contributors contribute to PyMC-Marketing & CausalPy. Their work has made a real difference. 🌱 Some are first-time contributors, while others are experienced developers. 🙏 Thank you to everyone who contributed this year we’re excited to see what’s next!

Everything you wanted to know about about #MMT and Father Christmas drbenvincent.medium.com/father-chris...

#causal folk… This sound about right?

PyData Global - next week!

Here’s a little read for those stats/science folks who’ve not yet had sufficient motivation to engage with causal thinking 🙂 drbenvincent.github.io/posts/causal...

PyMC developers & contributors starter pack go.bsky.app/VL7kEjd (let me know if I forgot to add you).

An excellent review of The Deficit Myth by @stephaniekelton.bsky.social Learn yourself some #MMT youtu.be/kWcvVf7r88s

📽 Great fun presenting at Python Ireland PyCON 2024 this weekend! 📽 I spoke about the probing uncertainty in causal estimands using PyMC Labs's and @benvincent.bsky.social 's CausalPy package. Slides can be found here: nathanielf.github.io/talks/pycon_...

Happy to say that I’ll be presenting at PyData Global 2024. “Climbing the causal ladder for fun and profit”

⏰️🌊 New PyMC docs 🌊⏰️ on Survival Regression and individual Frailty models! Applied to people analytics, time-to-attrition models and the Sorites paradox. Thanks to @benvincent.bsky.social for the review, and @benhanowell.bsky.social for the push to dive deeper. www.pymc.io/projects/exa...

CausalPy version 0.2.0 is out! You can now analyse Regression Kink Designs. Check it out here: github.com/pymc-labs/Ca... And see the new example here: causalpy.readthedocs.io/en/latest/no...

[Why you should be excited about Bayesian Causal Inference] Here's the talk I gave at the BP Causal Inference Symposium, 2023. It's a high-level talk intended to highlight the synergy between Bayesian and Causal approaches youtu.be/XpF07iHeWUQ