Tutorial on maximum likelihood estimation

From MaRDI portal
Publication:1398364

DOI10.1016/S0022-2496(02)00028-7zbMath1023.62112WikidataQ61773332 ScholiaQ61773332MaRDI QIDQ1398364

In Jae Myung

Publication date: 29 July 2003

Published in: Journal of Mathematical Psychology (Search for Journal in Brave)




Related Items (58)

Impact of weekday social contact patterns on the modeling of influenza transmission, and determination of the influenza latent periodHarold Jeffreys's default Bayes factor hypothesis tests: explanation, extension, and application in psychologyBayesian analysis of simulation-based modelsEstimation of stochastic environment force for master-slave robotic systemComparative assessment of parameter estimation methods in the presence of overdispersion: a simulation studyEntropy-based estimation of the birth-death ratioRegression Modeling for the Valuation of Large Variable Annuity PortfoliosEmpirical survival Jensen-Shannon divergence as a goodness-of-Fit measure for maximum likelihood estimation and curve fittingBayesian parameter estimation for the Swift model of eye-movement control during readingA tutorial on Fisher informationMaximum likelihood least squares identification method for input nonlinear finite impulse response moving average systemsLogarithmic learning for generalized classifier neural networkPrior sensitivity in theory testing: an apologia for the Bayes factorOptimization of hyperparameters of Gaussian process regression with the help of a low-order high-dimensional model representation: application to a potential energy surfaceMultidimensional signal detection decision models of the uncertainty task: application to face perceptionA tutorial on Bayesian models of perceptionRobust gait recognition by learning and exploiting sub-gait characteristicsShould data ever be thrown away? Pooling interval-censored data sets with different precisionUncertainty quantification of nonlinear Lagrangian data assimilation using linear stochastic forecast modelsExtreme value distributions: an overview of estimation and simulationLikelihood-free inference in state-space models with unknown dynamicsHierarchical Bayesian parameter estimation for cumulative prospect theoryCognitive model decomposition of the BART: assessment and applicationA tutorial on approximate Bayesian computationLinking cognitive and reaching trajectories via intermittent movement controlOn a signal detection approach to \(m\)-alternative forced choice with bias, with maximum likelihood and Bayesian approaches to estimationHierarchical approximate Bayesian computationFractional-order formulation of power-law and exponential distributionsEstimating across-trial variability parameters of the diffusion decision model: expert advice and recommendationsBayesian model selection in the \(\mathcal{M}\)-open setting -- approximate posterior inference and subsampling for efficient large-scale leave-one-out cross-validation via the difference estimatorModeling the attentional blink: a simple logistic model with first-order difference systemSolving inverse problems in stochastic models using deep neural networks and adversarial trainingParameter recovery for the leaky competing accumulator modelMonte Carlo evaluation of biological variation: Random generation of correlated non-Gaussian model parametersLearning on dynamic statistical manifoldsMathematical analysis of the transmission dynamics of the liver fluke, \textit{Opisthorchis viverrini}Parameter optimization of software reliability models using improved differential evolution algorithmDrawing conclusions from choice response time models: a tutorial using the linear ballistic accumulatorBayesian parameter estimation in the Expectancy Valence model of the Iowa gambling taskInference of the generalized-growth model via maximum likelihood estimation: a reflection on the impact of overdispersionAn efficient algorithm for the computation of average mutual information: validation and implementation in MatlabStatistical analysis of video frame size distribution originating from scalable video codec (SVC)Computational modelling with functional differential equations: identification, selection, and sensitivityQuantification and compensation of thermal distortion in additive manufacturing: a computational statistics approachOn the quantification of aleatory and epistemic uncertainty using sliced-normal distributionsParameter estimation of the linear phase correction model by hierarchical linear modelsA tutorial on variational Bayes for latent linear stochastic time-series modelsMaximum likelihood recursive least squares estimation for multivariate equation-error ARMA systemsComputational approaches to parameter estimation and model selection in immunologyInvariant Theory and Scaling Algorithms for Maximum Likelihood EstimationSub-epidemic model forecasts during the first wave of the COVID-19 pandemic in the USA and European hotspotsBAYESIAN SELF-ORGANIZING MAP FOR DATA CLASSIFICATION AND CLUSTERINGMortality modeling using probability distributions. APPLICATION in greek mortality dataMathematical assessment of the impact of cohort vaccination on pneumococcal carriage and serotype replacementRecursive identification for multivariate autoregressive equation-error systems with autoregressive noiseFundamental tools for developing likelihood functions within ACT-RMedleySolver: online SMT algorithm selectionSurvey: finite-state technology in natural language processing



Cites Work


This page was built for publication: Tutorial on maximum likelihood estimation