Quick wrap-up of the year https://statntheorecol.github.io/posts/news-2025/ A new preprint on #statespace models #identifiability https://arxiv.org/abs/2508.08714 (using a spectral perspective) and another on #occupancy models for heterogeneous data https://arxiv.org/abs/2510.08151

On my way to @sfe2_2024 in Lyon for the week. Looking forward to meet up with colleagues and friends.

I will chair the #TheoreticalEcology and #Modelling session on Tuesday morning (Auditorium) and will talk on Wednesday morning in the same session, about parameter #Identifiability in #IntegratedPopulationModels.

Also don't miss out the Symposium Advances in Statistical Ecology on Wednesday!

Send me a message if we don't cross paths and would like to chat.

'Linear Regression With Unmatched Data: A Deconvolution Perspective', by Mona Azadkia, Fadoua Balabdaoui.

http://jmlr.org/papers/v25/22-0930.html

#deconvolution #identifiability #estimator

Currently also working on:
- #IPM #identifiability
- multispecies time series models
- #occupancy models for heterogeneous data.
(don't hesitate to chat me up about these!)

New #preprint out 😁 looking at structural causes and mitigation of #identifiability problems when reconstructing past evolutionary change, inspired by the problems in phylogenetic inference.
It's quite technical, and unfortunately I don't have time/funding to continue working on this in the near future 😕 but maybe these thoughts are helpful to the #EvolutionaryBiology community
#Phylogeny #MathematicalBiology
https://arxiv.org/abs/2403.03000

Prospective #postdocs: I have opportunities for a 1.5 year contract on a grant dealing with #identifiability aspects in population modelling, #IntegratedPopulationModels, and the inference of species interactions. Don't hesitate to contact me if any of the above interests you!

Some Remarks on Identifiability of Independent Component Analysis in Restricted Function Classes

Simon Buchholz

Action editor: Pierre Alquier.

https://openreview.net/forum?id=REtKapdkyI

#identifiability #analysis #component

Some Remarks on Identifiability of Independent Component Analysis in Restricted Function Classes

https://openreview.net/forum?id=REtKapdkyI

#identifiability #analysis #component

Jeremy Beaulieu and I are giving a phyloseminar this coming Tuesday at noon US Eastern: http://phyloseminar.org/

Diversification analyses: what can we do, and what should we do?

#phylogenetics #diversification #identifiability #statistics

Multivariable Causal Discovery for General Nonlinear Functions

https://openreview.net/forum?id=2Yo9xqR6Ab

#causal #inference #identifiability

#ECHR requires police to obtain a court order before accessing personal #data associated with dynamic IP address. Benedik v. Slovenia case provides important insights into the notions of #online #anonymity, #identifiability, and "reasonable expectation of #privacy'.

http://hudoc.echr.coe.int/app/conversion/pdf/?library=ECHR&id=003-6069932-7814155&filename=Judgment%20Benedik%20v.%20Slovenia%20-%20police%27s%20accessing%20subscriber%20info%20via%20dynamic%20IP%20address.pdf