Results 81 to 90 of about 16,361 (164)

A Cautionary Tale of Model Misspecification and Identifiability

Bulletin of Mathematical Biology
Mathematical models are routinely applied to interpret biological data, with common goals that include both prediction and parameter estimation. A challenge in mathematical biology, in particular, is that models are often complex and non-identifiable, while data are limited.
Alexander P. Browning, Jennifer A. Flegg, Ryan J. Murphy   +2 more
openaire   +3 more sources

Using recurrent neural network to estimate irreducible stochasticity in human choice behavior

eLife
Theoretical computational models are widely used to describe latent cognitive processes. However, these models do not equally explain data across participants, with some individuals showing a bigger predictive gap than others.
Yoav Ger, Moni Shahar, Nitzan Shahar
doaj   +1 more source

Model Misspecification [PDF]

, 2015
Moosa, I., Burns, Kelly
openaire   +2 more sources

Agent‐based versus correlative models of species distributions: Evaluation of predictive performance with real and simulated data

Methods in Ecology and Evolution
Species distribution models (SDMs) have been widely used in ecology to understand how species relate to environmental variation. Most SDMs are correlative, and they lack explicit reference to the underlying processes, and therefore, the reliability of ...
Jukka Sirén, Panu Somervuo, Otso Ovaskainen   +2 more
doaj   +1 more source

Robust discovery of mutational signatures using power posteriors. [PDF]

PLoS Comput Biol
Xue C, Miller JW, Carter SL, Huggins JH.
europepmc   +1 more source

Robust Estimation of Polyserial Correlation Coefficients: A Density Power Divergence Approach. [PDF]

Psychometrika
Welz M.
europepmc   +1 more source

A review and evaluation of doubly robust approaches for estimating average treatment effects. [PDF]

Behav Res Methods
Zhang J, Lüdtke O, Robitzsch A.
europepmc   +1 more source

Estimation of combined treatment effects by restricted mean survival time. [PDF]

Trials
Alger E, Robertson DS, Burdon AJ.
europepmc   +1 more source

Comparing data assimilation and likelihood-based inference on latent state estimation in agent-based models. [PDF]

PNAS Nexus
Kolic B, Monti C, De Francisci Morales G, Pangallo M.   +3 more
europepmc   +1 more source

Estimating fMRI timescale maps. [PDF]

Imaging Neurosci (Camb)
Riegner G, Davenport S, Voytek B, Schwartzman A.   +3 more
europepmc   +1 more source