Probabilistic programming for embedding theory and quantifying uncertainty in econometric analysis

H Storm, T Heckelei, K Baylis - European Review of Agricultural …, 2024 - academic.oup.com
The replication crisis in empirical research calls for a more mindful approach to how we
apply and report statistical models. For empirical research to have a lasting (policy) impact …

A roadmap for ribosome assembly in human mitochondria

E Lavdovskaia, E Hanitsch, A Linden… - Nature Structural & …, 2024 - nature.com
Mitochondria contain dedicated ribosomes (mitoribosomes), which synthesize the
mitochondrial-encoded core components of the oxidative phosphorylation complexes. The …

Status Report on the Chicago-Carnegie Hubble Program (CCHP): Three Independent Astrophysical Determinations of the Hubble Constant Using the James Webb …

WL Freedman, BF Madore, IS Jang, TJ Hoyt… - arXiv preprint arXiv …, 2024 - arxiv.org
We present the latest results from the Chicago Carnegie Hubble Program (CCHP) to
measure the Hubble constant using data from the James Webb Space Telescope (JWST) …

Bayesian mechanistic inference, statistical mechanics, and a new era for Monte Carlo

DM Zuckerman, A George - Journal of Chemical Theory and …, 2024 - ACS Publications
On the one hand, much of computational chemistry is concerned with “bottom-up”
calculations which elucidate observable behavior starting from exact or approximated …

Automated statistical model discovery with language models

MY Li, EB Fox, ND Goodman - arXiv preprint arXiv:2402.17879, 2024 - arxiv.org
Statistical model discovery involves a challenging search over a vast space of models
subject to domain-specific modeling constraints. Efficiently searching over this space …

Predicting the length of stay of cardiac patients based on pre-operative variables—bayesian models vs. machine learning models

I Abdurrab, T Mahmood, S Sheikh, S Aijaz, M Kashif… - Healthcare, 2024 - mdpi.com
Length of stay (LoS) prediction is deemed important for a medical institution's operational
and logistical efficiency. Sound estimates of a patient's stay increase clinical preparedness …

Complex trade-offs in a dual-target visual search task are indexed by lateralised ERP components

DT Henare, J Tünnermann, I Wagner, AC Schütz… - Scientific Reports, 2024 - nature.com
In everyday tasks, the choices we make incorporate complex trade-offs between conflicting
factors that affect how we will achieve our goals. Previous experimental research has used …

Pattern completion and disruption characterize contextual modulation in the visual cortex

J Fu, S Shrinivasan, L Baroni, Z Ding, PG Fahey… - bioRxiv, 2023 - biorxiv.org
A key role of sensory processing is integrating information across space. Neuronal
responses in the visual system are influenced by both local features in the receptive field …

[HTML][HTML] Solutions and insights for agricultural monitoring, reporting, and verification (MRV) from three consecutive issuances of soil carbon credits

CD Brummitt, CA Mathers, RA Keating… - Journal of …, 2024 - Elsevier
Regenerative agricultural practice adoption on conventionally managed fields has gained
momentum as a climate mitigation strategy, given the ability of these practices to sequester …

Probabilistic inference of epigenetic age acceleration from cellular dynamics

JK Dabrowski, EJ Yang, SJC Crofts, RF Hillary… - Nature Aging, 2024 - nature.com
The emergence of epigenetic predictors was a pivotal moment in geroscience, propelling
the measurement and concept of biological aging into a quantitative era; however, while …