Interested in data ... pharmacometrics, causal inference, ..., risk management, cheminformatics, molecular modeling, protein structure determination, peptide sequencing | Basel https://scholar.google.com/citations?user=R3QYvdUAAAAJhttps://bsky.app/profile/chriba.bsky.socialhttps://bsky.app/profile/chriba.bsky.social/post/3mont5tnwec2hCausal inference without do-calculus nor potential outcomes. An important simplification? #causal #causal_inference #swig #docalculus #identification [contains quote post or other embedded content]19 Jun 2026 17:04 +0000at://did:plc:ftntznxjqemtxeaxkfl7efno/app.bsky.feed.post/3mont5tnwec2hhttps://bsky.app/profile/chriba.bsky.social/post/3mo4b6az7cc2iEarly us of Bayesian approach in bioinformatics. Use available knowledge on chemical shifts and distances in homologous proteins as prior to assign NMR spectra for protein structure determination. https://en.wikipedia.org/wiki/Structure-based_assignment https://doi.org/10.1007%2FBF00202037 #nmr #protein #structure #bayesian12 Jun 2026 17:26 +0000at://did:plc:ftntznxjqemtxeaxkfl7efno/app.bsky.feed.post/3mo4b6az7cc2ihttps://bsky.app/profile/chriba.bsky.social/post/3mnovorsfik25Early use of directed acyclic graphs to speed up analysis of mass spectrometry of peptides. Low polynomial time complexity, down from exponential complexity without DAGs. https://en.wikipedia.org/wiki/De_novo_peptide_sequencing https://doi.org/10.1002/bms.1200190607 #DAG #Peptide #sequencing07 Jun 2026 09:56 +0000at://did:plc:ftntznxjqemtxeaxkfl7efno/app.bsky.feed.post/3mnovorsfik25https://bsky.app/profile/chriba.bsky.social/post/3mnd26f7j4k2hSingle-world intervention graphs (SWIGs) as distributions. Systematic way to derive identifying expressions for estimands. New front-door derivations extending more readily to complex settings. https://doi.org/10.48550/arXiv.2605.17050 #SWIG #DAG #causal #identification #frontdoor02 Jun 2026 16:45 +0000at://did:plc:ftntznxjqemtxeaxkfl7efno/app.bsky.feed.post/3mnd26f7j4k2hhttps://bsky.app/profile/chriba.bsky.social/post/3mfvyloeu3c2dPost a pic you took, no context, to bring some zen to the feed. [contains quote post or other embedded content]28 Feb 2026 10:15 +0000at://did:plc:ftntznxjqemtxeaxkfl7efno/app.bsky.feed.post/3mfvyloeu3c2dhttps://bsky.app/profile/chriba.bsky.social/post/3mfhnba3cys2jWe apply the estimand framework to dose–exposure–response analyses. ... strategy to improve exposure–response analyses for dose selection, particularly when the relevant evidence includes data from multiple studies. #estimand #exposure-response #dose-response #causal https://doi.org/10.1002/psp4.7020222 Feb 2026 17:15 +0000at://did:plc:ftntznxjqemtxeaxkfl7efno/app.bsky.feed.post/3mfhnba3cys2j