qlp, to MLS
@qlp@linh.social avatar

If the Timbers vs San Jose results stand, this has been the worst start (in terms of points earned) in their first 13 regular season games since 2012 where they only earned 13 points.

Right now, Timbers have 12 points going into the match and, if the current 2-0 loss stands, will finish 13 games with 12 points.

Yikes.

Data: https://docs.google.com/spreadsheets/d/1utROKAVz7y1CjUpgiWUdA9TO6X3U_u0L50UfVzJK0yI/edit?usp=sharing

Source: Wikipedia

VoxDei, to statistics
@VoxDei@qoto.org avatar

Particularly egregious misuse of stats from the Guardian: "Although more than a third of the women in the study had been sexually inactive during the past month, fewer than half expressed dissatisfaction with their sex lives."

Sooo... 1/3 inactive, >1/3 dissatisfied. And yet the article is trying to suggest it's at the other end of the scale by framing it as "fewer than half" and behaving as if it's surprising?

https://www.theguardian.com/lifeandstyle/article/2024/may/13/i-often-say-the-journey-time-is-longer-how-to-make-sex-after-50-work-for-you

stevensanderson, to programming
@stevensanderson@mstdn.social avatar

Exciting news for R users! TidyDensity's latest update introduces util_chisquare_param_estimate(), leveraging MLE to estimate Chi-square distribution parameters like dof and ncp.

Generate a dataset with rchisq() and use util_chisquare_param_estimate() to analyze it, even without knowing the underlying distribution. Visualize results with tidy_combined_autoplot().

Try it in your next R project!

Post: https://www.spsanderson.com/steveondata/posts/2024-05-02/

#R

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yutannihilation, to random
@yutannihilation@fosstodon.org avatar

Some days ago, the CRAN check with R-devel started to raise "Found non-API calls to R" NOTE. I'm not sure if they are serious on disallowing these not-so-minor APIs, but what should I do? Do you take some action or just wait?

For example, rlang package now has these NOTE:

File ‘rlang/libs/rlang.so’:
Found non-API calls to R: ‘R_ClosureExpr’, ‘R_PromiseExpr’,
‘SETLENGTH’, ‘SET_ENCLOS’, ‘SET_ENVFLAGS’, ‘SET_TRUELENGTH’

https://cran.r-project.org/web/checks/check_results_rlang.html

ByrdNick, to Medicine
@ByrdNick@nerdculture.de avatar

Will physicians better categorize X-ray and ECG images if given more time per image?

Medical residents and staff viewed 50-100 images for 175 milliseconds to 20 seconds.

Neither viewing time nor experience seemed to be strong predictors of true positive and false positive categorizations.

Authors admit, "All viewing times in both studies were likely too brief to represent clinical practice."

https://doi.org/10.1111/medu.15380

ramikrispin, to datascience
@ramikrispin@mstdn.social avatar

Bandit Algorithms Book 🚀👇🏼

The Bandit Algorithms by Tor Lattimore and Prof. Csaba Szepesv´ari provides an introduction to the multi-armed bandit problem. This includes different approaches for solving this type of problems using stochastic, adversarial, and Bayesian frameworks.

Book 📚: https://tor-lattimore.com/downloads/book/book.pdf

Thanks to the authors for making this book available for free online! 🙏🏼

Image credit: from the book

ramikrispin, to datascience
@ramikrispin@mstdn.social avatar

Happy Sunday ☀️!

Linear Algebra for Data Science Course 🚀

The Linear Algebra for Data Science course by Shaina Race Bennett provides a light and visual introduction to linear algebra ❤️. The course focuses on the core linear operations and their data science applications:
✅ Matrix operations
✅ Least squares
✅ Covariance
✅ Linear regression
✅ Eigenvalues and Eigenvectors
✅ PCA

Course 📽️: https://www.youtube.com/playlist?list=PLB3yPBd26tWyDNoUpEGVsyI-sygPLqYa1

ramikrispin, to datascience
@ramikrispin@mstdn.social avatar

A few days ago, I posted about the Convex Optimization course by Prof. Stephen Boyd from Stanford University. Following this post, multiple people recommended checking the course book - Convex Optimization by Prof. Stephen Boyd and Prof. Lieven Vandenberghe.

The book is open and available online 👇🏼
https://web.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf

Thanks to the authors for making the book open online! 🙏🏼

Image credit: from the book

adanvers, to psychology
@adanvers@nerdculture.de avatar

Nice figures here on confidence intervals for t-tests.

"It is only when the statistical evidence against the null is overwhelming — “six sigma” overwhelming or more —that you’re also getting tight confidence intervals in relative terms. Among other things, this highlights that if you need to use your estimates quantitatively, rather than just to reject the null, default power analysis is going to be overoptimistic."
@psychology https://statmodeling.stat.columbia.edu/2024/03/07/relating-t-statistics-and-the-relative-width-of-confidence-intervals/

ramikrispin, to datascience
@ramikrispin@mstdn.social avatar

Lessons in Statistical Thinking - New Book 📚👇🏼

The Lessons in Statistical Thinking is a new book by Prof. Daniel Kaplan focusing on statistical reasoning. The book covers the following topics:
✅ Handling data
✅ Describing relationships
✅ Randomness and noise
✅ Casual modeling
✅ Hypothetical thinking

The book code examples are with R.

The book currently has only an online version 👇🏼
https://dtkaplan.github.io/Lessons-in-statistical-thinking/

Thanks to the author for making the book open and free! 🙏🏼

ramikrispin, to datascience
@ramikrispin@mstdn.social avatar

(1/2) Convex Optimization - Stanford Course 👇🏼

If I need to describe data science in one word, it would be optimization, and in two words, convex optimization. Convex optimization is the mathematical mechanizing beyond many data science algorithms, from least squares to neural network. The Convex Optimization course by Prof. Stephen Boyd (Stanford University) focuses on methods for identifying and solving convex optimization problems.

stevensanderson, to programming
@stevensanderson@mstdn.social avatar

Need to bin data in a controlled fashion? Well this post is for you! The cut() function in Base R.

Post: https://www.spsanderson.com/steveondata/posts/2024-03-20/

#R

noellemitchell, (edited ) to fediverse
@noellemitchell@mstdn.social avatar

According to fedidb.org there are 7.3 million users on Mastodon:

https://fedidb.org/software/mastodon

And according to the website libera.site, there are 8.7 million users on Mastodon:

https://libera.site/item/07ecdd0b-4959-41d1-9898-7083cf69bd51

Aaaaand according to Mastodon Users there are 15 million users on Mastodon 😵 :

https://mastodon.social/@mastodonusercount/112119410102902380

So I'm confused about which one is correct when two of them say 7 and 8 million respectively but Mastodon Users says 15 million users which is waaaayyy higher 👀

nintendojofr, to random French
@nintendojofr@m.nintendojo.fr avatar

Super Mario Maker (WiiU) : alors que les serveurs vont fermer la semaine prochaine, un niveau résiste encore et toujours avec un 0% de complétion. Le stage s’appelle Trimming the Herbs et a été battu une seule fois par son créateur avant d’être uploadé…

https://www.issmmbeatenyet.com/#stats

christin, to videos German
@christin@lsbt.me avatar

Ihr Lieben auf https://lsbt.me ,

Unsere erfreut sich wachsender Beliebtheit und ich denke, Ihr Alle* habt Spaß hier bei uns?

Wir haben aktuell 144 trötende hier auf unserer Instanz und das bedeutet, dass unsere Instanz mit eine der erfolgreichen Instanzen im sprachigen Raum geworden ist.

Das bedeutet aber auch, dass der Instanz einiges zu leisten hat. Er muss performant bleiben und er muss groß genug sein, um die ganzen mit ihren wie und zu speichern. Auch der -Server muss entsprechend dimensioniert sein. Das alles kostet viel im , das ich vollständig aus der eigenen bezahle.

Wenn es Dir hier bei uns also gefällt und Du nicht möchtest, dass diese Instanz irgendwann in der Versenkung verschwindet, wie so viele andere kleine und große Instanzen auch, dann denke doch einmal drüber nach, ob Du mich dabei nicht ein kleines bisschen möchtest.

Du findest auf der "About" Seite dieser Instanz ganz unten: https://lsbt.me/about#spenden
Am meisten freue ich mich natürlich, wenn Du die Möglichkeit der regelmäßigen per oder nutzen würdest.

Vielen Dank und weiterhin ganz viel Spaß bei uns, wünscht Dir Eure
Christin

mjambon, to statistics
@mjambon@qoto.org avatar

If half of an airline's flights are full and half are empty, passengers will complain that the flights are full every time, contrasting with the assessment of the crew who report that half of the flights are empty. How do you call this effect/paradox? (I forgot)

The same effect explains that if you have an average number of friends (= popularity), more than half of your friends are more popular than you.

Or when your doctor tells you you're in average physical condition but each time you go cycling, most cyclists you come across are faster than you (because the fast cyclists are also the ones who spend the most time on the roads and are encountered disproportionately).

cliffwade, to Fortnite
@cliffwade@allthingstech.social avatar

Now that Fortnite Chapter 5: Season 2 is about to begin here in a couple of hours or so, I thought I'd post my Chapter 5: Season 1 stats.

I don't play this game nearly as much as I once used to do back in the early days, but still got a few hours of game play in this season.

montenegro, to accessibility
@montenegro@fediscience.org avatar

I've been searching resources and materials to make my Quarto presentations and website more accessible to visually impaired students and users. But, I wanted to reach out the R community to ask if anyone has more materials, knowledge or just opinions on how to improve accessibility using Quarto. I've found some blogs by Quarto users but I haven't found too many options. #QuartoPub #accessibility #webdev #stats

ramikrispin, to datascience
@ramikrispin@mstdn.social avatar

(1/2) Intro to Bayesian Statistics with R 🚀

Following my previous posts on Bayesian Statistics, if you are looking for a resource to get started with, I recommend watching this great workshop by Angelika Stefan at R-Ladies Amsterdam meetup 👇🏼

https://www.youtube.com/watch?v=EBGKzDAAWYo

The workshop focuses on the foundation of Bayesian statistics and covers topics such as:
✅ Parameter estimation
✅ Prior and posterior distribution
✅ Likelihood

Image credit: slides

ramikrispin,
@ramikrispin@mstdn.social avatar

(2/2)

While the workshop is with R, it is straightforward to follow along and apply with any other language, such as Python or Julia.

Slides and code: https://github.com/rladiesamsterdam/2021_Sept_Bayesian_statistics

alexpghayes, to datascience
@alexpghayes@mastodon.social avatar

i'm a stats phd candidate and i'm looking for a job!

  • i have extensive package dev experience

  • i care a lot about writing and communicating clearly

  • i specialize in network data and causal inference

https://www.alexpghayes.com/resume/

grimalkina, to random
@grimalkina@mastodon.social avatar

A very nice tutorial for saving millions of headaches down the line when you run surveys on platforms like qualtrics! This is very much the flow we follow for this in my lab :) we use a construct map over a data dictionary but same principle, bonus it is excellent documentation about the empirical sources of our items and any adaptations we're testing and these docs have become a wildly useful internal asset

https://fosstodon.org/@cghlewis/111834332486343293

AlejandroP,
@AlejandroP@mastodon.online avatar

@grimalkina I'm really thankful I didn't take the survey design/analysis part of
I looks like so much work and a pain in the butt all this tiny things

I'm also very thankful for those who choose to do this job 🫡

christin, to mastodon German
@christin@lsbt.me avatar

liebe und ,

es ist Samstag, der 27. Januar 2024. Die Sternzeit beträgt: -298927.76865776.
Wir befinden uns hier auf https://lsbt.me

Wir haben aktuell 138 User. Diese haben bisher 18681 Tröts geschrieben. Das sind 135.37 Tröts pro Rüssel.

Es folgt die Weisheit des Tages:


Mancher wird auch für seine Wahrheiten und Siege zu alt; ein zahnloser
Mund hat nicht mehr das Recht zu jeder Wahrheit.
-- Friedrich Wilhelm Nietzsche (Also sprach Zarathustra)

ramikrispin, to python
@ramikrispin@mstdn.social avatar

The Awesome Survival Analysis 🚀 repo by Einat Borohovich provides a curated list of resources for survival analysis, such as R and Python libraries, tutorials, papers, etc. 👇🏼

https://github.com/einatboro/awesome-survival-analysis

estelle, to meta
@estelle@techhub.social avatar

The CEO of #Meta, Mark #Zuckerberg, has personally and repeatedly thwarted initiatives to improve the wellbeing of teenagers on #Facebook and #Instagram, sometimes directly bypassing some of his most senior lieutenants, according to internal communications made public as part of an ongoing lawsuit against the company:
https://www.mass.gov/news/ag-campbell-files-lawsuit-against-meta-instagram-for-unfair-and-deceptive-practices-that-harm-young-people

#addiction #safety #benevolentDictator #socialMedia #phone

estelle,
@estelle@techhub.social avatar
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