Šimon Kucharský
@kucharssim.bsky.social
PostDoc at TU Dortmund
Bayesian stats | Eye-tracking
He/him
Bayesian stats | Eye-tracking
He/him
Reposted by Šimon Kucharský
The plot thickens in our new blogpost...removing outliers reveals a surprise
www.jasp-services.com/jasp-for-qua...
www.jasp-services.com/jasp-for-qua...
JASP for Quality Control, Example 2: Descriptives (aka "Always Plot Your Data") Continued - JASP Services BV
In the previous post we started to analyze a dataset from the JASP Data Library. This dataset involved an instrument that was used to measure the same part 50 times. Such data allow us to determine th...
www.jasp-services.com
November 5, 2025 at 8:46 AM
The plot thickens in our new blogpost...removing outliers reveals a surprise
www.jasp-services.com/jasp-for-qua...
www.jasp-services.com/jasp-for-qua...
Reposted by Šimon Kucharský
"Always plot your data" -- an example of using descriptives *before* measuring capability of an instrument. We intend to have regular posts demonstrating how JASP can be useful for quality control and lean six sigma.
www.jasp-services.com/jasp-for-qua...
www.jasp-services.com/jasp-for-qua...
JASP for Quality Control, Example 1: Descriptives (aka "Always Plot Your Data") - JASP Services BV
To showcase how JASP can be used for statistical quality control we initiate a series of blog posts in which JASP is used to execute key statistical tasks. In this series’ inaugural post, I will go ov...
www.jasp-services.com
October 28, 2025 at 12:08 PM
"Always plot your data" -- an example of using descriptives *before* measuring capability of an instrument. We intend to have regular posts demonstrating how JASP can be useful for quality control and lean six sigma.
www.jasp-services.com/jasp-for-qua...
www.jasp-services.com/jasp-for-qua...
Reposted by Šimon Kucharský
New blog post! Why companies win by investing in open-source software. With zebra-painted cows, of course.
www.jasp-services.com/why-companie...
www.jasp-services.com/why-companie...
Why Companies Win by Investing in Open-Source Software - JASP Services BV
In 2025, the IgNobel prize in Biology went to research on “whether cows painted with zebra-like striping can avoid being bitten by flies“. Suppose a fictitious company, ZebraCows, wishes to exploit th...
www.jasp-services.com
September 30, 2025 at 12:29 PM
New blog post! Why companies win by investing in open-source software. With zebra-painted cows, of course.
www.jasp-services.com/why-companie...
www.jasp-services.com/why-companie...
Reposted by Šimon Kucharský
MC Stan is here! Follow for the latest Stan news, and tag if you want us to repost your posts about new papers, packages, courses, etc. about Stan
September 17, 2025 at 3:16 PM
MC Stan is here! Follow for the latest Stan news, and tag if you want us to repost your posts about new papers, packages, courses, etc. about Stan
Reposted by Šimon Kucharský
🧠 Check out the classic examples from Bayesian Cognitive Modeling: A Practical Course (Lee & Wagenmakers, 2013), translated into step-by-step tutorials with BayesFlow!
Interactive version: kucharssim.github.io/bayesflow-co...
PDF: osf.io/preprints/ps...
Interactive version: kucharssim.github.io/bayesflow-co...
PDF: osf.io/preprints/ps...
Introduction – Amortized Bayesian Cognitive Modeling
kucharssim.github.io
May 30, 2025 at 2:28 PM
🧠 Check out the classic examples from Bayesian Cognitive Modeling: A Practical Course (Lee & Wagenmakers, 2013), translated into step-by-step tutorials with BayesFlow!
Interactive version: kucharssim.github.io/bayesflow-co...
PDF: osf.io/preprints/ps...
Interactive version: kucharssim.github.io/bayesflow-co...
PDF: osf.io/preprints/ps...
Reposted by Šimon Kucharský
Finite mixture models are useful when data comes from multiple latent processes.
BayesFlow allows:
• Approximating the joint posterior of model parameters and mixture indicators
• Inferences for independent and dependent mixtures
• Amortization for fast and accurate estimation
📄 Preprint
💻 Code
BayesFlow allows:
• Approximating the joint posterior of model parameters and mixture indicators
• Inferences for independent and dependent mixtures
• Amortization for fast and accurate estimation
📄 Preprint
💻 Code
February 11, 2025 at 8:48 AM