Using machine learning for the assessment of ecological status of unmonitored waters in Poland
Advancements in Artificial Intelligence (AI) technology allow for development of new tools for analytics and management which present new opportunities in field of environmental protection.
Andrzej Martyszunis +2 more
doaj +1 more source
MPTinR: Analysis of multinomial processing tree models in R [PDF]
We introduce MPTinR, a software package devel-oped for the analysis of multinomial processing tree (MPT) models. MPT models represent a prominent class of cognitive measurement models for categorical data with applications in a wide variety of fields ...
Singmann, Henrik +4 more
core +1 more source
Multinomial logit bias reduction via Poisson log-linear model [PDF]
It is shown how to obtain the bias-reducing penalized maximum likelihood estimator for the parameters of a multinomial logistic regression by using the equivalent Poisson log-linear model.
Firth, David +5 more
core +1 more source
Erratum to: A Simple Method for Comparing Complex Models: Bayesian Model Comparison for Hierarchical Multinomial Processing Tree Models Using Warp-III Bridge Sampling. [PDF]
Gronau QF +3 more
europepmc +1 more source
A Simple Method for Comparing Complex Models: Bayesian Model Comparison for Hierarchical Multinomial Processing Tree Models Using Warp-III Bridge Sampling. [PDF]
Gronau QF +3 more
europepmc +1 more source
Extensions of multinomial processing tree models for continuous variables: A simulation study comparing parametric and non-parametric approaches. [PDF]
Gutkin A, Heck DW.
europepmc +1 more source
Benefits of multinomial processing tree models with discrete and continuous variables in memory research: an alternative modeling proposal to Juola et al. (2019). [PDF]
Gutkin A, Suero M, Botella J, Juola JF.
europepmc +1 more source
From structure to sequence: A multinomial processing tree model of syntactic encoding. [PDF]
Yeaton JD +5 more
europepmc +1 more source
"Investigating the Competitive Assumption of Multinomial Logit Models of Brand Choice by Nonparametric Modeling" [PDF]
The Multinomial Logit (MNL) model is still the only viable option to study nonlinear responsiveness of utility to covariates nonparametrically. This research investigates whether MNL structure of inter-brand competition is a reasonable assumption, so ...
Makoto Abe +2 more
core
When models choose metrics: Hidden geometry in computational biology. [PDF]
Fox DM.
europepmc +1 more source

