Jeffrey׳s divergence for state-space model comparison
Keywords: انتخاب مدل; Kalman filtering; Model selection; Jeffrey׳s divergence; Classification; Tracking
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Mixture model selection via hierarchical BIC
Keywords: انتخاب مدل; Model selection; Mixture model; EM; Maximum likelihood estimation; BIC; Hierarchical BIC; Clustering;
Automated model selection in covariance estimation and spatial whitening of MEG and EEG signals
Keywords: انتخاب مدل; Electroencephalography (EEG); Magnetoencephalography (MEG); Neuroimaging; Principal component analysis (PCA); Factor analysis (FA); Covariance estimation; Whitening; Model selection; Statistical learning;
Simultaneous high-dimensional clustering and feature selection using asymmetric Gaussian mixture models
Keywords: انتخاب مدل; Asymmetric Gaussian distribution; Mixture modeling; Expectation-maximization (EM); Rival penalized EM (RPEM); Feature selection; Model selection; Minimum message length (MML); Scene categorization; Facial expression recognition
White matter compartment models for in vivo diffusion MRI at 300Â mT/m
Keywords: انتخاب مدل; diffusion MRI; model selection; Connectom; brain microstructure;
Jackknife model averaging for quantile regressions
Keywords: انتخاب مدل; C51; C52; Final prediction error; High dimensionality; Model averaging; Model selection; Misspecification; Quantile regression;
Robust inference on average treatment effects with possibly more covariates than observations
Keywords: انتخاب مدل; C21; C31; C52; High-dimensional sparse model; Heterogeneous treatment effects; Uniform inference; Model selection; Doubly-robust estimator; Unconfoundedness; Group lasso;
Robust model selection for a semimartingale continuous time regression from discrete data
Keywords: انتخاب مدل; primary, 62G08; secondary, 62G05Semimartingale regression; Estimation from discrete data; Robust risk estimation; Model selection; Sharp oracle inequalities
Forecasting with a parsimonious subset VAR model
Keywords: انتخاب مدل; C32; C53; E37; Prediction error; Unit t-value criterion; Model selection;
Model selection of copulas: AIC versus a cross validation copula information criterion
Keywords: انتخاب مدل; Model selection; AIC; Copula information criterion; CIC; Pseudo-observations;
Metadata beyond the sequence enables the phylodynamic inference of bovine viral diarrhea virus type 1a isolates from Western Canada
Keywords: انتخاب مدل; BVDV; Phylodynamics; Bayesian; Evolution; Most common recent ancestor; Model selection;
A drawback and an improvement of the classical Weibull probability plot
Keywords: انتخاب مدل; Graphical approach; Plotting position; Weibull transformations; WPP plot; Model selection; Parameter estimation;
Bayesian learning of finite generalized inverted Dirichlet mixtures: Application to object classification and forgery detection
Keywords: انتخاب مدل; Finite mixtures; Generalized inverted Dirichlet; Bayesian inference; BIC; Model selection; Gibbs sampling; Object classification; Forgery detection
A simple selection test between the Gompertz and Logistic growth models
Keywords: انتخاب مدل; Gompertz function; Logistic function; Model selection; t-test
Model selection of Gaussian kernel PCA for novelty detection
Keywords: انتخاب مدل; Model selection; Gaussian kernel PCA; Novelty detection; Fault detection
Is the Protein Model Assignment problem under linked branch lengths NP-hard?
Keywords: انتخاب مدل; NP-hard; Model selection; Phylogenetics; Maximum likelihood; Phylogenomics;
Bayesian test on equality of score parameters in the order restricted RC association model
Keywords: انتخاب مدل; Contingency tables; Model selection; Inequality constraints; Ordinal categorical variables; Markov chain Monte Carlo;
New insights on AR order selection with information theoretic criteria based on localized estimators
Keywords: انتخاب مدل; Piecewise autoregressive processes; Forgetting factor least-squares algorithms; Sequentially normalized maximum likelihood; Sequentially discounting normalized maximum likelihood; Model selection
Forecasting with dimension switching VARs
Keywords: انتخاب مدل; Bayesian VAR; Model selection; Variable selection; Predictive likelihood;
HMM-based hybrid meta-clustering ensemble for temporal data
Keywords: انتخاب مدل; Temporal data clustering; Ensemble learning; Hidden Markov Model; Model selection; Time series;
Making classifier performance comparisons when ROC curves intersect
Keywords: انتخاب مدل; ROC curve; AUC measure; Stochastic dominance; Classification; Model selection;
Variable selection for spatial Poisson point processes via a regularization method
Keywords: انتخاب مدل; Adaptive Lasso; Intensity function; Maximum likelihood estimation; Model selection; Spatial statistics
Information criteria for Fay–Herriot model selection
Keywords: انتخاب مدل; Small area estimation; Fay–Herriot model; Akaike information criterion; Kullback symmetric divergence criterion; Model selection; Bootstrap
Model selection through robustness and fidelity criteria: Modeling the dynamics of the CX-100 wind turbine blade
Keywords: انتخاب مدل; Info-Gap decision theory; Model selection; Wind turbine blade; Model complexity; Prediction; Test-analysis correlation
Robust simultaneous positive data clustering and unsupervised feature selection using generalized inverted Dirichlet mixture models
Keywords: انتخاب مدل; Positive data; Generalized inverted Dirichlet; Finite mixture; Feature selection; Outliers; Model selection; Images clustering
A Bayesian hierarchical mixture approach to individual differences: Case studies in selective attention and representation in category learning
Keywords: انتخاب مدل; Individual differences; Bayesian method; Hierarchical mixture model; Model selection; Parameter estimation; Category learning
Forecasting macroeconomic time series: LASSO-based approaches and their forecast combinations with dynamic factor models
Keywords: انتخاب مدل; High-dimensional time series; Model selection; Dynamic factor model; Combining forecasts;
Bayesian scrutiny of simple rainfall-runoff models used in forest water management
Keywords: انتخاب مدل; Water management; Forest hydrology; Hydrological modelling; Model selection; Bayesian analysis; Markov chain Monte Carlo;
Bayesian high-dimensional screening via MCMC
Keywords: انتخاب مدل; Model selection; Fully Bayesian method; High-dimensionality; Posterior consistency; Size-control prior on model space; Generalized Zellner–Siow prior; Generalized hyper-gg prior; Constrained blockwise Gibbs sampler
Adaptive nonparametric estimation for Lévy processes observed at low frequency
Keywords: انتخاب مدل; Lévy process; Nonparametric estimation; Adaptive estimation; Deconvolution; Model selection;
Model selection and gobbledygook: Response to Lohmann et al.
Keywords: انتخاب مدل; Model selection; Dynamic causal modelling; Model evidence; Bayesian; Inference;
Model selection for regression with heteroskedastic and autocorrelated errors
Keywords: انتخاب مدل; C10; C15; C52; Information criterion; Model selection; Selection consistency;
Bayesian inference supports a location and neighbour-dependent model of DNA methylation propagation at the MGMT gene promoter in lung tumours
Keywords: انتخاب مدل; Bayesian analysis; Model selection; DNA methylation; MGMT; Lung cancer;
Determining the MSE-optimal cross section to forecast
Keywords: انتخاب مدل; C32; C52; C53; Forecasting; Model selection; VARMA models;
Using Maxent to model the historic distributions of stonefly species in Illinois streams: The effects of regularization and threshold selections
Keywords: انتخاب مدل; Species distribution model; Model selection; Species diversity; Aquatic insects;
Chi-squared tests for evaluation and comparison of asset pricing models
Keywords: انتخاب مدل; C12; C13; G12; Asset pricing models; Hansen-Jagannathan distance; Model selection; Model misspecification;
A new class of indicators for the model selection of scaling laws in nuclear fusion
Keywords: انتخاب مدل; Model selection; Nuclear fusion; Data analysis; Scaling laws
Estimating the number of components in Gaussian mixture models adaptively for medical image
Keywords: انتخاب مدل; Gaussian mixture models; Model selection; Expectation–maximization; Medical image density estimation
A robust method for detecting nuclear materials when the underlying model is inexact
Keywords: انتخاب مدل; Model selection; Total least squares; Nuclear material detection; RIVAL; LASSO
Evidence optimization for consequently generated models
Keywords: انتخاب مدل; European option volatility; Feature generation; Model evidence; Model selection; Multicollinearity
Two-stage multiple kernel learning with multiclass kernel polarization
Keywords: انتخاب مدل; Multiple kernel learning (MKL); Multiclass kernel polarization; Support vector machine (SVM); Multiclass classification; Model selection
Bayesian model selection based on parameter estimates from subsamples
Keywords: انتخاب مدل; Bayes factor; Consistency; Model selection; Schwarz’s Bayesian information criterion (BIC); Self-normalization
Construction of a new BRB based model for time series forecasting
Keywords: انتخاب مدل; Model selection; Belief rule base; Time series forecasting; Bayesian reasoning; Akaike's information criterion
Model selection for RBF network via generalized degree of freedom
Keywords: انتخاب مدل; Radial basis function network; Generalized degree of freedom; Chaotic time series; Model selection
Selection and validation of a complex fishery model using an uncertainty hierarchy
Keywords: انتخاب مدل; Bay of Biscay anchovy; Dynamic fishery model; Model selection; Uncertainty; Validation
Multivariate analysis applied to agglomerated macrobenthic data from an unpolluted estuary
Keywords: انتخاب مدل; Taxonomic sufficiency; Functional groups; Environmental gradients; Ordination methods; Model selection; Minho estuary; Iberian Peninsula;
A general framework for the statistical analysis of the sources of variance for classification error estimators
Keywords: انتخاب مدل; Supervised classification; Error estimation; Prediction error; Sensitivity analysis; Sources of variance; Model selection
On determining efficient finite mixture models with compact and essential components for clustering data
Keywords: انتخاب مدل; Finite mixture models; Clustering; Model selection; Mutual information; Compact components
Efficient optimally regularized discriminant analysis
Keywords: انتخاب مدل; Dimensionality reduction; Regularized discriminant analysis (RDA); Uncorrelated linear discriminant analysis (ULDA); Model selection
Applicability of Monte Carlo cross validation technique for model development and validation using generalised least squares regression
Keywords: انتخاب مدل; Model selection; Hydrological regression; Ungauged catchments; Monte Carlo simulation; Model validation; Generalised least squares regression