Matthias Kloft
@matzekloft.bsky.social
Quantitative Methods in Psychology
The final paper of my dissertation has just been published in Psychometrika (@pmetricsoc.bsky.social). Many thanks to @bsiepe.bsky.social and @danielheck.bsky.social, who co-authored it with me.
www.cambridge.org/core/journal...
www.cambridge.org/core/journal...
The Interval Consensus Model: Aggregating Continuous Bounded Interval Responses | Psychometrika | Cambridge Core
The Interval Consensus Model: Aggregating Continuous Bounded Interval Responses
www.cambridge.org
November 4, 2025 at 10:03 AM
The final paper of my dissertation has just been published in Psychometrika (@pmetricsoc.bsky.social). Many thanks to @bsiepe.bsky.social and @danielheck.bsky.social, who co-authored it with me.
www.cambridge.org/core/journal...
www.cambridge.org/core/journal...
Reposted by Matthias Kloft
We are deeply grateful to everyone who shares their ESM data.
Thanks to @jmbh.bsky.social, @matzekloft.bsky.social, @anabelbuechner.bsky.social, @yongzhangzzz.bsky.social, @eikofried.bsky.social, @danielheck.bsky.social for collaborating on this huge effort - we look forward to your feedback!
Thanks to @jmbh.bsky.social, @matzekloft.bsky.social, @anabelbuechner.bsky.social, @yongzhangzzz.bsky.social, @eikofried.bsky.social, @danielheck.bsky.social for collaborating on this huge effort - we look forward to your feedback!
October 22, 2025 at 7:34 PM
We are deeply grateful to everyone who shares their ESM data.
Thanks to @jmbh.bsky.social, @matzekloft.bsky.social, @anabelbuechner.bsky.social, @yongzhangzzz.bsky.social, @eikofried.bsky.social, @danielheck.bsky.social for collaborating on this huge effort - we look forward to your feedback!
Thanks to @jmbh.bsky.social, @matzekloft.bsky.social, @anabelbuechner.bsky.social, @yongzhangzzz.bsky.social, @eikofried.bsky.social, @danielheck.bsky.social for collaborating on this huge effort - we look forward to your feedback!
Reposted by Matthias Kloft
Further details:
▶️Search and filter datasets on openesmdata.org
▶️Auto-generate R/Python code
▶️(Meta-)data are stored on Zenodo with DOIs
▶️Metadata and software on GitHub enable community contributions
▶️Contribution guidelines allow further database extensions so that openESM can continue to grow
▶️Search and filter datasets on openesmdata.org
▶️Auto-generate R/Python code
▶️(Meta-)data are stored on Zenodo with DOIs
▶️Metadata and software on GitHub enable community contributions
▶️Contribution guidelines allow further database extensions so that openESM can continue to grow
October 22, 2025 at 7:34 PM
Further details:
▶️Search and filter datasets on openesmdata.org
▶️Auto-generate R/Python code
▶️(Meta-)data are stored on Zenodo with DOIs
▶️Metadata and software on GitHub enable community contributions
▶️Contribution guidelines allow further database extensions so that openESM can continue to grow
▶️Search and filter datasets on openesmdata.org
▶️Auto-generate R/Python code
▶️(Meta-)data are stored on Zenodo with DOIs
▶️Metadata and software on GitHub enable community contributions
▶️Contribution guidelines allow further database extensions so that openESM can continue to grow
Reposted by Matthias Kloft
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...
▶️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
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...
▶️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...
New paper out in Scientific Reports. I helped with modeling expectancy ratings.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
Threat expectancies in a VR fear conditioning paradigm follow non-linear extinction patterns but are not influenced by intolerance of uncertainty - Scientific Reports
Scientific Reports - Threat expectancies in a VR fear conditioning paradigm follow non-linear extinction patterns but are not influenced by intolerance of uncertainty
www.nature.com
October 16, 2025 at 5:15 PM
New paper out in Scientific Reports. I helped with modeling expectancy ratings.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
Today, my first R-package was released on CRAN. 🎉
You can use it to analyze interval responses collected via dual range slider scales.
Thank you to my colleague @bsiepe.bsky.social for being such an enthusiastic co-author.
cran.r-project.org/web/packages...
You can use it to analyze interval responses collected via dual range slider scales.
Thank you to my colleague @bsiepe.bsky.social for being such an enthusiastic co-author.
cran.r-project.org/web/packages...
intervalpsych: Analyzing Interval Data in Psychometrics
Implements the Interval Consensus Model (ICM) for analyzing continuous bounded interval-valued responses in psychometrics using 'Stan' for 'Bayesian' estimation. Provides functions for transforming in...
cran.r-project.org
July 8, 2025 at 11:53 AM
Today, my first R-package was released on CRAN. 🎉
You can use it to analyze interval responses collected via dual range slider scales.
Thank you to my colleague @bsiepe.bsky.social for being such an enthusiastic co-author.
cran.r-project.org/web/packages...
You can use it to analyze interval responses collected via dual range slider scales.
Thank you to my colleague @bsiepe.bsky.social for being such an enthusiastic co-author.
cran.r-project.org/web/packages...
Reposted by Matthias Kloft
Thanks to the great Marburg-Groningen team: @matzekloft.bsky.social, @yongzhangzzz.bsky.social, @fridtjofptrsn.bsky.social, @bringmannlaura.bsky.social, @danielheck.bsky.social
💻The sim was preregistered, all code + Docker container to reproduce main results available on OSF
💻The sim was preregistered, all code + Docker container to reproduce main results available on OSF
April 28, 2025 at 8:31 AM
Thanks to the great Marburg-Groningen team: @matzekloft.bsky.social, @yongzhangzzz.bsky.social, @fridtjofptrsn.bsky.social, @bringmannlaura.bsky.social, @danielheck.bsky.social
💻The sim was preregistered, all code + Docker container to reproduce main results available on OSF
💻The sim was preregistered, all code + Docker container to reproduce main results available on OSF
Reposted by Matthias Kloft
We have a new reproduction. Siepe et al. reproduce: "A systematic review and Bayesian meta-analysis of the acoustic features of infant-directed speech" by Cox et al. @naturehumbehav.bsky.social. Full report below.
February 3, 2025 at 1:15 PM
We have a new reproduction. Siepe et al. reproduce: "A systematic review and Bayesian meta-analysis of the acoustic features of infant-directed speech" by Cox et al. @naturehumbehav.bsky.social. Full report below.
New preprint together with @bsiepe.bsky.social and @danielheck.bsky.social. We propose a model to estimate consensus intervals from interval ratings:
doi.org/10.31234/osf...
doi.org/10.31234/osf...
OSF
doi.org
October 25, 2024 at 1:03 PM
New preprint together with @bsiepe.bsky.social and @danielheck.bsky.social. We propose a model to estimate consensus intervals from interval ratings:
doi.org/10.31234/osf...
doi.org/10.31234/osf...
Reposted by Matthias Kloft
New preprint by my PhD student @matzekloft.bsky.social:
Discriminant validity of interval response formats: Investigating the dimensional structure of interval widths
osf.io/preprints/ps...
Discriminant validity of interval response formats: Investigating the dimensional structure of interval widths
osf.io/preprints/ps...
June 12, 2024 at 9:06 PM
New preprint by my PhD student @matzekloft.bsky.social:
Discriminant validity of interval response formats: Investigating the dimensional structure of interval widths
osf.io/preprints/ps...
Discriminant validity of interval response formats: Investigating the dimensional structure of interval widths
osf.io/preprints/ps...
Reposted by Matthias Kloft
New paper by my PhD student @matzekloft.bsky.social now published in Behavior Research Methods (open access)🥳
Measuring the variability of personality traits with interval responses: Psychometric properties of the dual-range slider response format
doi.org/10.3758/s134...
Measuring the variability of personality traits with interval responses: Psychometric properties of the dual-range slider response format
doi.org/10.3758/s134...
April 15, 2024 at 6:55 AM
New paper by my PhD student @matzekloft.bsky.social now published in Behavior Research Methods (open access)🥳
Measuring the variability of personality traits with interval responses: Psychometric properties of the dual-range slider response format
doi.org/10.3758/s134...
Measuring the variability of personality traits with interval responses: Psychometric properties of the dual-range slider response format
doi.org/10.3758/s134...