Lmst

When the weather is nice so the morning walk is 2 miles instead of 1.
#Dogs #dags #dogsofmastodon #napping

Closeup of a small gray and white dog asleep on a pile of colorful out of focus blankets and pillows.

A small gray and white dog sleeping in the sunlight on a couch. The background is a wooden slat wall and table. There is an unlit lantern on the table.

#statstab #348 The Effect {book} - Causal Diagrams

Thoughts: At some point you'll need to learn about DAGs. Maybe this is the chapter you need.

#DAGs #causalinference #guide #book #education #ebook

https://theeffectbook.net/ch-CausalDiagrams.html

Before and after his grooming this week. #dogsofmastodon #Dogs #dags

A small, fluffy dog with gray and white fur is looking directly at the camera. The background features a patterned blue rug.

A small, scruffy gray dog sits on a blue patterned rug, looking up curiously.

His tail is wagging in time with Stockholm Syndrome (YLT.)

#dogsofmastodon #Dogs #dags

A small dog with a fluffy coat wears a colorful sweater while standing on a patterned rug. The scene includes a black backdrop and a table in the frame, with sunlight casting shadows on the ground.

Dog sitting for Marshall’s bestie and they are two content dags right now. #Dogs #dags #dogsofmastodon

A brown dog is sleeping on a black leather couch, covered with a patterned blanket. Next to it, a small dog wearing a red and green sweater is curled up on a green blanket. Pillows are placed on the couch, and a cozy atmosphere

Работа с библиотеками, которые не установлены в Airflow

Данные библиотеки можно использовать при работе со SparkOperator: 1. Создание виртуального окружения с необходимыми библиотеками 2. Создание задачи в даге и установка окружения в SparkSubmit

https://habr.com/ru/articles/889394/

#apache_airflow #bigdata #python #виртуальное_окружение #практики_программирования #dags #bash #etl

To the tune of Martha My Dear 🎼Marshall, my boy…🎵🎶
#dogsofmastodon #dags #Dogs

A small gray and white dog lays on a green blanket looking at the camera. He is snuggled into the blanket with adorable puppy dog eyes.

We’re off to see some of my wife’s family so Marshall is doing his first weekend sleepover with his pal Mandy. #dogsofmastodon #dags

Two dogs are lying on a couch covered with a quilt. One dog, smaller and wearing a red sweater, is curled up next to a larger, tan dog that is resting with its head on the couch. A remote control is visible on a nearby table.

Marshall says happy Saturday, dag. #dogsofmastodon #Dogs #dags

The Sheriff of Nottingham coming for his cheese tax. Bonus: blurry background #modularsynth noodle mess.
#dags #Dogs #dogsofmastodon

A small dog wearing a red and blue sweater stands with its front paws on a couch. The background features a coffee table with various items, including books, a lamp, and a plant, set in a cozy living room environment.

Marshall’s first white Christmas #dogsofmastodon #dags #Dogs

A small dog wearing a winter coat and booties walks on a snow-covered path, surrounded by trees.

I’ve already told my wife that when I need my left hip replaced, and inevitably whine about it, she can remind me that it’s because I had to sit like this for Marshall.
#Dogs #dags #dogsofmastodon

A small dog with a green collar is resting on a person's lap, with part of their leg visible. The setting includes a couch and a coffee table with various items.

🎵When I awoke the tiny wolf, nine point six pounds of sin, was looking thru my window all I said was come on in. 🎵 #Dogs #dogsofmastodon #dags

A small, fluffy dog with gray fur is wearing a black and white musical note bandana. It is sitting on a patterned blue rug, with wooden flooring visible in the background. The dog has a curious expression and perked ears.

Marshall’s winter coat arrived so he’s really ready for some winter walking! 🐕 #dags #dogsofmastodon #Dogs
(We walked as soon as we finished moving the car for street cleaning)

A small dog with a fluffy coat sits in the front seat of a car, wearing a green jacket. The background shows a rainy window and a hint of city scenery.

TFW your mid morning walk turns into a couple mile jaunt to the Park. #Dogs #dogsofmastodon #dags

A small dog is sleeping on a gray chair. The dog has a scruffy coat and a green collar. In the background, a colorful blanket is visible.

Marshall only goes full lap dag in the mornings. Mornings are the best. #dogsofmastodon #Dogs #dags

A small dog with a green collar rests on a person's lap. A lantern is visible on a nearby table, and the scene appears cozy and relaxed.

Walk ‘em if you got ‘em. (For my Deadheads this walk was soundtracked by Dick’s Pick’s 25.) #dogs #dags #dogsofmastodon #Brooklyn

A small dog with a gray coat and a colorful leash stands in a grassy field with blue skies and buildings in the background.

A small dog stands on a stone ledge near a large yellow "Yo" sculpture. The background features a park with flowers and a person in red. Blue sky and autumn foliage are visible.

A small dog wearing a colorful harness sniffs the ground covered in autumn leaves in a wooded area. Sunlight filters through the trees, highlighting the vibrant fall foliage.

And just to show off (and get feedback), the latest thing I wrote is a game to let students play with causality and experiments... https://martinmodrak.github.io/causal-game/ (unlike my students, you shouldn't send the results for the homework assignment to me, though :D )

#causality #dags #statsed

#statstab #212 Eight basic rules for causal inference

Thoughts: Good explanation of the basics; confounder, colliders, randomization, and when to adjust.

#DAGs #causalinference #causal #collider #correlation #r

https://pedermisager.org/blog/seven_basic_rules_for_causal_inference/

To fully realize the potential of our clinical trials, we must go beyond randomization, and use causal inference and pharmacometric modelling and simulation. Advancing both we show that non-linear mixed effects modelling implements the equivalent of standardization in causal inference. Dive into this if you're into #causal #causalinference #DAGs #pharmacometrics, or clinical development #stats.

https://doi.org/10.1002/psp4.13239

#dags

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