A validity index approach for network partitions
Keywords: انتخاب مدل; Model selection; Network reduction; Markov chain;
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Introduction to machine learning for brain imaging
Keywords: انتخاب مدل; Pattern recognition; Machine learning; Model selection; Cross validation;
Model selection in finite element model updating using the Bayesian evidence statistic
Keywords: انتخاب مدل; Finite element model updating; Nested sampling; Model selection; Bayesian evidence; Monte Carlo
Combining exponential smoothing forecasts using Akaike weights
Keywords: انتخاب مدل; AIC; BIC; Combining forecasts; Information criteria; Model selection
Forecasting correlated time series with exponential smoothing models
Keywords: انتخاب مدل; Bayesian forecasting; Exponential smoothing; Innovations state space models; Model selection; Monte Carlo methods; Multivariate time series
On the index of dissimilarity for lack of fit in loglinear and log-multiplicative models
Keywords: انتخاب مدل; Bias reduction; Delta; Iterative proportional fitting; Model selection; Raking; Stratified sampling; Total variation distance
Minimum ϕϕ-divergence estimation in misspecified multinomial models
Keywords: انتخاب مدل; Minimum phi-divergence estimator; Consistency; Asymptotic normality; Goodness-of-fit; Bootstrap distribution estimator; Model selection
Detection of structural breaks in a time-varying heteroskedastic regression model
Keywords: انتخاب مدل; Model instability; Structural break; Bayesian; MCMC; Heteroskedasticity; Model selection; Deviance information criterion (DIC)
Helicopter radar return analysis: Estimation and blade number selection
Keywords: انتخاب مدل; Micro-Doppler; Rotor blades; Pseudo-maximum likelihood; Model selection; Time–frequency; Radar
A tutorial on Bayes factor estimation with the product space method
Keywords: انتخاب مدل; Bayes factor; Bayesian statistics; Graphical modeling; Hierarchical modeling; Hypothesis testing; Model selection; Product space method; Transdimensional MCMC;
Enhanced Local Subspace Affinity for feature-based motion segmentation
Keywords: انتخاب مدل; Motion segmentation; Manifold clustering; Model selection; Cluster number estimation
Modified versions of the Bayesian Information Criterion for sparse Generalized Linear Models
Keywords: انتخاب مدل; Model selection; Generalized Linear Models; Bayesian Information Criterion; Sparse linear models
Context tree selection: A unifying view
Keywords: انتخاب مدل; Algorithm Context; Penalized maximum likelihood; Model selection; Variable length Markov chains; Bayesian information criterion; Deviation inequalities
Learning a mixture model for clustering with the completed likelihood minimum message length criterion
Keywords: انتخاب مدل; Completed likelihood; Minimum message length; Model selection; Clustering; Finite mixture model
Information methods for model selection in linear mixed effects models with application to HCV data
Keywords: انتخاب مدل; Model selection; Linear mixed effects models; AIC; REML information criteria
Autoregressive process modeling via the Lasso procedure
Keywords: انتخاب مدل; 62M10; 62F12; 62J07Autoregressive model; Estimation consistency; Lasso procedure; Model selection; Prediction consistency
Variable selection in linear regression: Several approaches based on normalized maximum likelihood
Keywords: انتخاب مدل; Gaussian linear regression; Model selection; Normalized maximum likelihood; Rhomboidal constraint; Ellipsoidal constraint
In- and out-of-sample specification analysis of spot rate models: Further evidence for the period 1982–2008
Keywords: انتخاب مدل; C1; C5; G0Interest rate; Multi-factor diffusion process; Specification test; Out-of-sample forecasts; Conditional distribution; Model selection
Diffusion models of the flanker task: Discrete versus gradual attentional selection
Keywords: انتخاب مدل; Diffusion model; Flanker task; Visual attention; Model selection; Dual process; Single process
Using a model selection criterion to identify appropriate complexity in aquatic biogeochemical models
Keywords: انتخاب مدل; Akaike's Information Criterion (AIC); Model selection; Model complexity; DYRESM-CAEDYM; Trout Lake;
Evolutionary procedure based model to predict ground–level ozone concentrations
Keywords: انتخاب مدل; Time series; Model selection; Genetic algorithms; Ozone concentration forecasting; Threshold autoregressive model; Artificial neural network model
Improving weighted information criterion by using optimization
Keywords: انتخاب مدل; Artificial neural networks; Consistency; Forecasting; Model selection; Time series; Weighted information criterion
Bayesian model selection for electromagnetic kaon production on the nucleon
Keywords: انتخاب مدل; Regge phenomenology; Bayesian inference; Model selection;
Feature selection for SVM via optimization of kernel polarization with Gaussian ARD kernels
Keywords: انتخاب مدل; Feature selection; Support vector machine (SVM); Kernel polarization; Model selection; Classification
A comparison of model selection methods for compressive strength prediction of high-performance concrete using neural networks
Keywords: انتخاب مدل; Bayesian methods; Model selection; Evidence approximation; High-performance concrete; Neural network
The performance verification of an evolutionary canonical particle swarm optimizer
Keywords: انتخاب مدل; Evolutionary particle swarm optimization; Canonical particle swarm optimizer; Temporally cumulative fitness function; Real-coded genetic algorithm; Exploitation and exploration; Model selection
Does Ignoring Model Selection When Assessing the Effect of Particulate Matter Air Pollution on Mortality Make Us Too Vigilant?
Keywords: انتخاب مدل; Air Pollution; Epidemiologic Methods; Model Selection; Mortality; StatisticalPM, particulate matter air pollution; BMA, Bayesian model averaging; AIC, Akaike's information criterion; BIC, Bayesian information criterion
Effects of parameter estimation on maximum-likelihood bootstrap analysis
Keywords: انتخاب مدل; Bootstrap; Branch swapping; Heuristic search; Maximum-likelihood; Model selection
Accuracy and cost of models predicting bird distribution in agricultural grasslands
Keywords: انتخاب مدل; Bayesian Model Averaging; Bird; Livestock farming system; Logistic regression; Model selection; Sensitivity; Specificity; Cost
Tuning SVM parameters by using a hybrid CLPSO–BFGS algorithm
Keywords: انتخاب مدل; Support vector machine; CLPSO–BFGS method; Model selection
Asymptotic bootstrap corrections of AIC for linear regression models
Keywords: انتخاب مدل; Model selection; Kullback–Leibler information; Bootstrap; AIC; AICcAICc
Improved penalization for determining the number of factors in approximate factor models
Keywords: انتخاب مدل; 62M10; 91B84Number of factors; Approximate factor models; Information criterion; Model selection
Nonlinear regression model generation using hyperparameter optimization
Keywords: انتخاب مدل; Regression; Coherent Bayesian inference; Hyperparameters; Model generation; Model selection
Gaussian mixture learning via robust competitive agglomeration
Keywords: انتخاب مدل; Gaussian mixtures; Competitive agglomeration; Model selection; Asymptotic analysis
Bayesian variable selection for Gaussian process regression: Application to chemometric calibration of spectrometers
Keywords: انتخاب مدل; Gaussian process regression; Markov chain Monte Carlo; Model selection; Multivariate calibration; Variable selection
An alternate version of the conceptual predictive statistic based on a symmetrized discrepancy measure
Keywords: انتخاب مدل; Discrepancy function; Linear models; Model selection;
Spread of E. coli O157 infection among Scottish cattle farms: Stochastic models and model selection
Keywords: انتخاب مدل; E. coli O157; Transmission dynamics; Model fitting; Model selection; Risk factors;
Modelling multi-scale spatial variation in species richness from abundance data in a complex neotropical bat assemblage
Keywords: انتخاب مدل; Bats; Forest fragmentation; Functional diversity; Higher taxa diversity; Landscape analysis; Model selection
An efficient multi-objective learning algorithm for RBF neural network
Keywords: انتخاب مدل; Multi-objective learning; Radial-basis functions; Pareto-optimality; Model selection; Regularization
A prediction interval-based approach to determine optimal structures of neural network metamodels
Keywords: انتخاب مدل; Simulation metamodeling; Neural network; Model selection
A least angle regression method for fMRI activation detection in phase-encoded experimental designs
Keywords: انتخاب مدل; Least angle regression; Fast orthogonal search; Brain activation detection; fMRI time series; Model selection;
Model selection by sequentially normalized least squares
Keywords: انتخاب مدل; 62B10; 62J05; 62L12; 62M10; 94A15Linear regression; Time series; Model selection; Order estimation; Predictive least squares
Partitions selection strategy for set of clustering solutions
Keywords: انتخاب مدل; Clustering; Model selection
A mixture integer-valued ARCH model
Keywords: انتخاب مدل; Autocorrelation; EM algorithm; Integer-valued time series; Mixture model; Model selection; Stationarity
A simple expected volatility (SEV) index: Application to SET50 index options
Keywords: انتخاب مدل; Volatility index; Model selection; Black-Scholes formula; Price forecasting; Time series;
An unbiased CpCp criterion for multivariate ridge regression
Keywords: انتخاب مدل; primary, 62J07; secondary, 62F07Bias correction; Mallows’ CpCp statistic; Model selection; Multivariate linear regression model; Ridge regression
A path sampling identity for computing the Kullback–Leibler and J divergences
Keywords: انتخاب مدل; Auxiliary density; Geometric path; J divergence; Kullback–Leibler divergence; Model selection; Normalizing constant; Path sampling
Predictive-sequential forecasting system development for cash machine stocking
Keywords: انتخاب مدل; Calibration; Demand forecasting; Density forecasts; Inventory forecasting; Model selection; Prequential principle
The mode oriented stochastic search (MOSS) algorithm for log-linear models with conjugate priors
Keywords: انتخاب مدل; Bayesian analysis; Contingency table; Hierarchical log-linear model; Markov chain Monte Carlo; Model selection; Stochastic search
Akaike-type criteria and the reliability of inference: Model selection versus statistical model specification
Keywords: انتخاب مدل; Akaike Information Criterion; AIC; BIC; GIC; MDL; Model selection; Model specification; Statistical adequacy; Curve-fitting; Mathematical approximation theory; Simplicity; Least-squares; Gauss linear model; Linear regression model; AR(p); Mis-specificatio