Øystein Sørensen
osorensen.bsky.social
Øystein Sørensen
@osorensen.bsky.social
Professor in Biostatistics, Department of Psychology, University of Oslo
observation deviates from what we would expect at the given timepoint. The coefficients beta[i] are equal across timepoints by design, so this does not equate them per se. Asparouhov et al. in the original DSEM paper are a bit vague about this, but I think what we do what they call latent centering.
June 3, 2025 at 10:18 AM
Thanks! The term b[i]x[i,t-1] is there to catch up systematic variations with some time-varying predictor x[i,t-1]. We subtract it for the same reason as we subtract alpha_i, namely to get rid of systematic variation. Hence, what's left inside the parentheses is the residual, i.e., how much the
June 3, 2025 at 10:18 AM
The No-U-Turn Sampler, utilizing Hamiltonian Monte Carlo, was very efficient for estimating these models, and the paper is accompanied by annotated Stan code which practitioners can modify to their needs.
Out in Multivariate Behavioral Research today, open access:
doi.org/10.1080/0027...
Modeling Cycles, Trends and Time-Varying Effects in Dynamic Structural Equation Models with Regression Splines
Intensive longitudinal data with a large number of timepoints per individual are becoming increasingly common. Such data allow going beyond the classical growth model situation and studying populat...
doi.org
June 2, 2025 at 11:51 AM
and then do some tiny changes that removed the issue and kept the package on CRAN. Morale of the story: CRAN rules are there for a reason, and it's possible to figure things out if you just try obsessively enough.
Now time for resubmission!
May 11, 2025 at 7:43 PM
I think I can check all the boxes. Feel free to DM me if you still need this.
April 27, 2025 at 7:11 PM
og dermed får mindre frihet til å disponere egen inntekt og det blir mindre penger å investere i teknologi som vi trenger for å kunne konkurrere med USA og Kina. Jeg er redd vi ikke er noe bedre enn resten av Europa, og det er synd. Jeg synes denne beskriver det bra: www.politico.eu/article/euro...
Europe’s economic apocalypse is now
Stagnation, flagging competitiveness, Donald Trump — the continent is facing “an existential challenge.”
www.politico.eu
December 26, 2024 at 11:43 AM
Jeg tror Norge lider av en forestilling om at velferdsstaten ikke bare skal være et sikkerhetsnett, men en forsikring som skal ordne alt, og at alt kan løses med større offentlig sektor. Strømstøtten og sykelønnsordning er gode eksempler. Prisen er høy, fordi alle må betale forsikringspremie (skatt)
December 26, 2024 at 11:43 AM
it's almost a black box algorithm, self-tuning with minimal user input. Rankings remain tricky combinatorial objects so it's still quite computationally heavy, but we hope this is a step forward in making Mallows models more practically applicable.

arxiv.org/abs/2412.13644
Sequential Rank and Preference Learning with the Bayesian Mallows Model
The Bayesian Mallows model is a flexible tool for analyzing data in the form of complete or partial rankings, and transitive or intransitive pairwise preferences. In many potential applications of pre...
arxiv.org
December 19, 2024 at 12:49 PM
so here we've instead developed nested sequential Monte Carlo algoriths, SMC^2 among friends. We derive the algorithms for a very general case of the Mallows model, and test them on complete rankings, top-3 rankings, pairwise preferences, and clustering. An additional advantage of SMC^2 is that
December 19, 2024 at 12:49 PM
Thanks! I'll check it out.
December 9, 2024 at 10:23 AM
Thanks!
November 27, 2024 at 3:36 PM
Yes, I'd like to be added
November 27, 2024 at 2:50 PM