Computational system identification for Bayesian NARMAX modelling
Keywords: انتخاب مدل; Model selection; System identification; NARMAX; Bayesian
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Conjugate priors and variable selection for Bayesian quantile regression
Keywords: انتخاب مدل; Asymmetric Laplace distribution; gg-prior; Gibbs sampler; Model selection; Quantile regression
A backward elimination discrete optimization algorithm for model selection in spatio-temporal regression models
Keywords: انتخاب مدل; Model selection; Algorithm; Branch and bound; Discrete optimization; Spatio-temporal regression models
Relative entropy rate based model selection for linear hybrid system filters of uncertain nonlinear systems
Keywords: انتخاب مدل; Hybrid system model; Model selection; Approximate filtering; Relative entropy rate
Simultaneous modeling and optimization of nonlinear simulated moving bed chromatography by the prediction–correction method
Keywords: انتخاب مدل; Simulated moving bed chromatography; Process development; Optimization; Parameter estimation; Nonlinear isotherm; Model selection
Tuning parameter selection in sparse regression modeling
Keywords: انتخاب مدل; Degrees of freedom; Generalized path seeking; Model selection; Regularization; Sparse regression
Online model selection approach based on Unscented Kalman Filtering
Keywords: انتخاب مدل; Model selection; Optimal Experimental Design; Online design; Kalman Filter;
Adaptive LASSO for varying-coefficient partially linear measurement error models
Keywords: انتخاب مدل; Adaptive LASSO; LARS; Measurement errors; Model selection; Oracle property; SCAD; Semi-parametric model
Model parameter fine-tuning and ranking methodology to improve the accuracy of threshold velocity predictions for solid particle transport
Keywords: انتخاب مدل; Solids transport; Threshold velocity; Model fine-tuning; Model selection; Model prediction validation
Multilayer perceptron for the learning of spatio-temporal dynamics—application in thermal engineering
Keywords: انتخاب مدل; Surrogate model; Recursive multilayer perceptron; Spatio-temporal data; Model selection; Penalized criterion; Thermal engineering
Hyperspectral remote sensing of plant biochemistry using Bayesian model averaging with variable and band selection
Keywords: انتخاب مدل; Hyperspectral; Plant biochemistry; Leaf pigment; Chlorophyll; Carotenoid; Nitrogen; Carbon; Band selection; Bayesian model averaging; MCMC; Model misspecification; Model selection; Model uncertainty
Information based model selection criteria for generalized linear mixed models with unknown variance component parameters
Keywords: انتخاب مدل; 62J12; 62F12; 62F40Conditional Akaike information; Model selection; Parametric bootstrap; Variance component
Conditional forecast selection from many forecasts: An application to the Yen/Dollar exchange rate
Keywords: انتخاب مدل; C52; C53; F31; F37; Conditional predictive ability; Exchange rate; Forecasting; Forecast combinations; Model selection;
A comparison of 1701 snow models using observations from an alpine site
Keywords: انتخاب مدل; Snow modelling; Ensemble modelling; Model selection; Snow processes
Selecting and estimating regular vine copulae and application to financial returns
Keywords: انتخاب مدل; Minimum spanning tree; Model selection; Multivariate copula; Regular vines
Adaptive estimation of the conditional cumulative distribution function from current status data
Keywords: انتخاب مدل; Current status; Interval censoring; Distribution function; Model selection; Adaptivity; Anisotropic Besov spaces; Minimax
Wavelet neural networks: A practical guide
Keywords: انتخاب مدل; Wavelet networks; Model identification; Variable selection; Model selection; Confidence intervals; Prediction intervals
Model selection for partial least squares based dimension reduction
Keywords: انتخاب مدل; Partial least squares; Dimension reduction; Model selection
Examining soil parent material influence over Douglas-fir stem growth response to fertilization: Taking advantage of information from spatiotemporally distributed experiments
Keywords: انتخاب مدل; Screening trial experiments; Mixed models; Growth models; Model selection; Inland Northwest; Precipitation
Productivity alone does not explain species richness of ants - An example from Central Persian deserts
Keywords: انتخاب مدل; Central Persian desert basins; Desert; Diversity; Ecoregion; Iran; Model selection; Temperature tolerance;
CART-based selection of bankruptcy predictors for the logit model
Keywords: انتخاب مدل; Bankruptcy prediction; Model selection; CART
Sensitivity analysis for volcanic source modeling quality assessment and model selection
Keywords: انتخاب مدل; Sensitivity analysis; Inverse problem; Volcanic source; Modeling; Model selection
Model selection when there are multiple breaks
Keywords: انتخاب مدل; C52; C22; Impulse-indicator saturation; Location shifts; Model selection; Autometrics;
GRAMOFON: General model-selection framework based on networks
Keywords: انتخاب مدل; Ensemble; Model selection; Network
Leave-one-out manifold regularization
Keywords: انتخاب مدل; Semi-supervised learning (SSL); Leave-one-out cross-validation (LOOCV); Manifold regularization (MR); Model selection
Prior influence in linear regression when the number of covariates increases to infinity
Keywords: انتخاب مدل; Linear models; Regression; Bayes; Model selection;
Variable selection via RIVAL (removing irrelevant variables amidst Lasso iterations) and its application to nuclear material detection
Keywords: انتخاب مدل; Model selection; RIVAL; Positive Lasso; Nuclear material detection application
A modified Cp statistic in a system-of-equations model
Keywords: انتخاب مدل; SC(p) statistic; SCε(p) statistic; Mallows Cp statistic; System-of-equations model; Variable selection; Model selection
Low-cost model selection for SVMs using local features
Keywords: انتخاب مدل; Support Vector Machines; Model selection; RBF kernels
Regularized tessellation density estimation with bootstrap aggregation and complexity penalization
Keywords: انتخاب مدل; Regularization; Voronoi; Tessellation; Non-parametric; Density estimation; Bootstrap aggregation; Bagging; Information criterion; Kernel; Model selection;
Species–area relationships as a tool for the conservation of benthic invertebrates in Italian coastal lagoons
Keywords: انتخاب مدل; conservation biology; model selection; non-parametric richness estimators; transitional waters; Water Framework Directive; zoobenthos
Generalization of the order-restricted information criterion for multivariate normal linear models
Keywords: انتخاب مدل; Inequality constrained inference; Model selection; Normal linear model; Order-restricted information criterion; Order restriction
Building modeling: Selection of the most appropriate model for predictive control
Keywords: انتخاب مدل; Building modeling and identification; Model selection; Statistical tests; Model complexity
A simple and efficient Bayesian procedure for selecting dimensionality in multidimensional scaling
Keywords: انتخاب مدل; 62F15; Dissimilarity; Markov chain Monte Carlo; Model selection; Mixture;
A computational intelligence algorithm for simulation-driven optimization problems
Keywords: انتخاب مدل; Expensive functions; Evolutionary algorithms; Modeling; Classification; Model selection; Simulation-driven optimization
Cost-conscious comparison of supervised learning algorithms over multiple data sets
Keywords: انتخاب مدل; Machine learning; Statistical tests; Classifier comparison; Model selection; Model complexity
Decision support for selecting optimal logistic regression models
Keywords: انتخاب مدل; Decision support systems; Logistic regression; Model selection;
Model selection in the presence of nonstationarity
Keywords: انتخاب مدل; C1; C2; C3; C5; Model selection; Nonstationarity; Bayesian rule; Parsimony; Power;
A Bayesian hidden Markov model for imperfect debugging
Keywords: انتخاب مدل; Software reliability; Failure times; Bayes factor; Model selection
Cointegrating rank selection in models with time-varying variance
Keywords: انتخاب مدل; C22; C32; Cointegrating rank; Heterogeneity; Information criteria; Model selection; Time varying variances;
High-resolution niche models via a correlative approach: Comparing and combining correlative and process-based information
Keywords: انتخاب مدل; Correlative models; Phrynosoma cornutum; Niche suitability; Process-based models; Texas horned lizards; Receiver operating characteristic; Model selection; Model comparison;
A jackknife type approach to statistical model selection
Keywords: انتخاب مدل; Jackknife; Unbiased estimation; Kullback–Leibler divergence; Model selection; Information criterion; Maximum likelihood estimation
Multiclass classification with potential function rules: Margin distribution and generalization
Keywords: انتخاب مدل; Multiclass classification; Consistent classification rules; Potential function rules; Kernel rules; Margin distribution; Large margin classifiers; Generalization bounds; Model selection
Multi-level stock–recruit analysis: Beyond steepness and into model uncertainty
Keywords: انتخاب مدل; Stock–recruit analysis; Hierarchical modelling; Model selection
Model-based selection of the robust JAK-STAT activation mechanism
Keywords: انتخاب مدل; Signaling pathway; Model selection; Sensitivity analysis; Robustness; Identifiability analysis
Functional data clustering via piecewise constant nonparametric density estimation
Keywords: انتخاب مدل; Functional data; Distributional data; Exploratory analysis; Clustering; Bayesianism; Model selection; Density estimation
Profiled adaptive Elastic-Net procedure for partially linear models with high-dimensional covariates
Keywords: انتخاب مدل; Adaptive regularization; Elastic-Net; High dimensionality; Model selection; Oracle property; Presmoothing; Semiparametric model; Shrinkage methods;
Estimating causal effects of credit decisions
Keywords: انتخاب مدل; Causality; Data mining; Decision making; Econometric models; Finance; Model selection; Nonparametric methods; Regression;
Model selection of generalized partially linear models with missing covariates
Keywords: انتخاب مدل; p-Spline; Missing data; Model selection; AIC; EM algorithm
Modified versions of Bayesian Information Criterion for genome-wide association studies
Keywords: انتخاب مدل; Genome-wide association; Multiple testing; Linear regression; Model selection; mBIC