do we have sufficiently long time-series to estimate a VAR model without overfitting the data? Say no to models that "find meanings in random patterns".
osf.io/preprints/os...
▶️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...
eiko-fried.com/nl-psycholog...
eiko-fried.com/nl-psycholog...
New preprint on the topic: We highlight the role of uncertainty & introduce a Bayesian multilevel approach for uncertainty quantification of network features 🧵
osf.io/preprints/ps...
New preprint on the topic: We highlight the role of uncertainty & introduce a Bayesian multilevel approach for uncertainty quantification of network features 🧵
osf.io/preprints/ps...
Link below 👇
www.sciencedirect.com/science/arti...
Link below 👇
www.sciencedirect.com/science/arti...
@leonieschorrlepp.bsky.social, @domimaciejewski.bsky.social, @bringmannlaura.bsky.social, Mithra Hesselink and I wrote a paper illustrating the value of qualitative methods for checking the validity of your ESM data.
doi.org/10.31219/osf...
@leonieschorrlepp.bsky.social, @domimaciejewski.bsky.social, @bringmannlaura.bsky.social, Mithra Hesselink and I wrote a paper illustrating the value of qualitative methods for checking the validity of your ESM data.
doi.org/10.31219/osf...
Not open access but final author version available from osf.io/uwjb2 (and #ihazpdf).
In psychological test norming, nonrepresentativeness can lead to biased estimates.
1/4
Not open access but final author version available from osf.io/uwjb2 (and #ihazpdf).
In psychological test norming, nonrepresentativeness can lead to biased estimates.
1/4
We explored the temporal dynamics of four careless responding indicators (response time, within-beep standard deviation, an inconsistency index, occasion-person correlation) in ESM data across different samples.
Thread below🧵
We explored the temporal dynamics of four careless responding indicators (response time, within-beep standard deviation, an inconsistency index, occasion-person correlation) in ESM data across different samples.
Thread below🧵
In this paper, Nick Jacobson and I dive into the challenges researchers face when developing prediction models for just-in-time adaptive interventions (JITAI). 🧵👇
#EMA #JITAI #CrossValidation #PassiveSensing
In this paper, Nick Jacobson and I dive into the challenges researchers face when developing prediction models for just-in-time adaptive interventions (JITAI). 🧵👇
#EMA #JITAI #CrossValidation #PassiveSensing
In this one, @mieronen.bsky.social and I argue that using network psychometrics, DAGs or BNs to study predictions of the network theory of psychopathology (NT) is conceptually incoherent.
Why? NT either directly contradicts or cannot support causal sufficiency!
1/11
In this one, @mieronen.bsky.social and I argue that using network psychometrics, DAGs or BNs to study predictions of the network theory of psychopathology (NT) is conceptually incoherent.
Why? NT either directly contradicts or cannot support causal sufficiency!
1/11
Read the article here: doi.org/10.3758/s134...
Read the article here: doi.org/10.3758/s134...
do we have sufficiently long time-series to estimate a VAR model without overfitting the data? Say no to models that "find meanings in random patterns".
osf.io/preprints/os...
do we have sufficiently long time-series to estimate a VAR model without overfitting the data? Say no to models that "find meanings in random patterns".
osf.io/preprints/os...
#causalsky #econsky #episky #statsky
#causalsky #econsky #episky #statsky
www.tandfonline.com/doi/full/10....
www.tandfonline.com/doi/full/10....