Jan Failenschmid
janfailenschmid.bsky.social
Jan Failenschmid
@janfailenschmid.bsky.social
Ph.D. Student in Psychological Methods and Statistics at Tilburg University | Non-linear Methods for Intensive Longitudinal Data
Reposted by Jan Failenschmid
We built the openESM database:
▶️60 openly available experience sampling datasets (16K+ participants, 740K+ obs.) in one place
▶️Harmonized (meta-)data, fully open-source software
▶️Filter & search all data, simply download via R/Python

Find out more:
🌐 openesmdata.org
📝 doi.org/10.31234/osf...
October 22, 2025 at 7:34 PM
Reposted by Jan Failenschmid
Want to learn about dynamic modeling for daily diary, experience sampling, ecological momentary assessment data? 😎

Register for our online course ‘Modeling the dynamics of intensive longitudindal data’ which starts in October 2025! 🤩

utrechtsummerschool.nl/courses/data...
Modelling the Dynamics of Intensive Longitudinal Data (e-learning) 2025 | Utrecht Summer School
This online course covers how time series models can be used to model the dynamics of intensive longitudinal data (ILD).
utrechtsummerschool.nl
June 26, 2025 at 7:07 PM
I’m really excited to share that our first article has been published in the Br. J. Math. Stat. Psychol. doi.org/10.1111/bmsp...

In this paper, we evaluate and compare different non-parametric approaches for modeling non-linearity in psychological intensive longitudinal data.
British Journal of Mathematical and Statistical Psychology | Wiley Online Library
Psychological concepts are increasingly understood as complex dynamic systems that change over time. To study these complex systems, researchers are increasingly gathering intensive longitudinal data...
doi.org
June 2, 2025 at 7:52 AM
Reposted by Jan Failenschmid
❗️Our next workshop will be on February 13th, 6 pm CET on Gaussian Process Regression in R and Stan by @janfailenschmid.bsky.social!
Register or sponsor a student by donating to support Ukraine!
Details: bit.ly/3wBeY4S
Please share!
#AcademicSky #EconSky #RStats
February 7, 2025 at 11:13 AM
Reposted by Jan Failenschmid
On February 13 we will have a workshop on Modeling Non-Linear Relationships: An Introduction to Gaussian Process Regression in R and Stan by @janfailenschmid.bsky.social
More info: bit.ly/4iQSzI7
Please share!
#RStats #EconSky #AcademicSky
December 28, 2024 at 1:06 PM
New Preprint!

I’m excited to share our preprint titled: "Modeling Non-Linear Psychological Processes: Reviewing and Evaluating Non-Parametric Approaches and Their Applicability to Intensive Longitudinal Data."

Check out the full preprint here: osf.io/preprints/ps...

Any feedback is welcome!

1/3
OSF
osf.io
October 24, 2024 at 4:17 PM