Tutorial on maximum likelihood estimation
From MaRDI portal
Publication:1398364
DOI10.1016/S0022-2496(02)00028-7zbMath1023.62112WikidataQ61773332 ScholiaQ61773332MaRDI QIDQ1398364
Publication date: 29 July 2003
Published in: Journal of Mathematical Psychology (Search for Journal in Brave)
Software, source code, etc. for problems pertaining to statistics (62-04) Point estimation (62F10) Applications of statistics to psychology (62P15)
Related Items (58)
Impact of weekday social contact patterns on the modeling of influenza transmission, and determination of the influenza latent period ⋮ Harold Jeffreys's default Bayes factor hypothesis tests: explanation, extension, and application in psychology ⋮ Bayesian analysis of simulation-based models ⋮ Estimation of stochastic environment force for master-slave robotic system ⋮ Comparative assessment of parameter estimation methods in the presence of overdispersion: a simulation study ⋮ Entropy-based estimation of the birth-death ratio ⋮ Regression Modeling for the Valuation of Large Variable Annuity Portfolios ⋮ Empirical survival Jensen-Shannon divergence as a goodness-of-Fit measure for maximum likelihood estimation and curve fitting ⋮ Bayesian parameter estimation for the Swift model of eye-movement control during reading ⋮ A tutorial on Fisher information ⋮ Maximum likelihood least squares identification method for input nonlinear finite impulse response moving average systems ⋮ Logarithmic learning for generalized classifier neural network ⋮ Prior sensitivity in theory testing: an apologia for the Bayes factor ⋮ Optimization of hyperparameters of Gaussian process regression with the help of a low-order high-dimensional model representation: application to a potential energy surface ⋮ Multidimensional signal detection decision models of the uncertainty task: application to face perception ⋮ A tutorial on Bayesian models of perception ⋮ Robust gait recognition by learning and exploiting sub-gait characteristics ⋮ Should data ever be thrown away? Pooling interval-censored data sets with different precision ⋮ Uncertainty quantification of nonlinear Lagrangian data assimilation using linear stochastic forecast models ⋮ Extreme value distributions: an overview of estimation and simulation ⋮ Likelihood-free inference in state-space models with unknown dynamics ⋮ Hierarchical Bayesian parameter estimation for cumulative prospect theory ⋮ Cognitive model decomposition of the BART: assessment and application ⋮ A tutorial on approximate Bayesian computation ⋮ Linking cognitive and reaching trajectories via intermittent movement control ⋮ On a signal detection approach to \(m\)-alternative forced choice with bias, with maximum likelihood and Bayesian approaches to estimation ⋮ Hierarchical approximate Bayesian computation ⋮ Fractional-order formulation of power-law and exponential distributions ⋮ Estimating across-trial variability parameters of the diffusion decision model: expert advice and recommendations ⋮ Bayesian 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 estimator ⋮ Modeling the attentional blink: a simple logistic model with first-order difference system ⋮ Solving inverse problems in stochastic models using deep neural networks and adversarial training ⋮ Parameter recovery for the leaky competing accumulator model ⋮ Monte Carlo evaluation of biological variation: Random generation of correlated non-Gaussian model parameters ⋮ Learning on dynamic statistical manifolds ⋮ Mathematical analysis of the transmission dynamics of the liver fluke, \textit{Opisthorchis viverrini} ⋮ Parameter optimization of software reliability models using improved differential evolution algorithm ⋮ Drawing conclusions from choice response time models: a tutorial using the linear ballistic accumulator ⋮ Bayesian parameter estimation in the Expectancy Valence model of the Iowa gambling task ⋮ Inference of the generalized-growth model via maximum likelihood estimation: a reflection on the impact of overdispersion ⋮ An efficient algorithm for the computation of average mutual information: validation and implementation in Matlab ⋮ Statistical analysis of video frame size distribution originating from scalable video codec (SVC) ⋮ Computational modelling with functional differential equations: identification, selection, and sensitivity ⋮ Quantification and compensation of thermal distortion in additive manufacturing: a computational statistics approach ⋮ On the quantification of aleatory and epistemic uncertainty using sliced-normal distributions ⋮ Parameter estimation of the linear phase correction model by hierarchical linear models ⋮ A tutorial on variational Bayes for latent linear stochastic time-series models ⋮ Maximum likelihood recursive least squares estimation for multivariate equation-error ARMA systems ⋮ Computational approaches to parameter estimation and model selection in immunology ⋮ Invariant Theory and Scaling Algorithms for Maximum Likelihood Estimation ⋮ Sub-epidemic model forecasts during the first wave of the COVID-19 pandemic in the USA and European hotspots ⋮ BAYESIAN SELF-ORGANIZING MAP FOR DATA CLASSIFICATION AND CLUSTERING ⋮ Mortality modeling using probability distributions. APPLICATION in greek mortality data ⋮ Mathematical assessment of the impact of cohort vaccination on pneumococcal carriage and serotype replacement ⋮ Recursive identification for multivariate autoregressive equation-error systems with autoregressive noise ⋮ Fundamental tools for developing likelihood functions within ACT-R ⋮ MedleySolver: online SMT algorithm selection ⋮ Survey: finite-state technology in natural language processing
Cites Work
This page was built for publication: Tutorial on maximum likelihood estimation