Bayes modal estimation in item response models
From MaRDI portal
Publication:1078966
DOI10.1007/BF02293979zbMath0596.62114OpenAlexW4251714720MaRDI QIDQ1078966
Publication date: 1986
Published in: Psychometrika (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/bf02293979
EM algorithmpoint and interval estimationitem response modelsBayes modal estimationtwo-stage prior distributions
Related Items (29)
Explaining the behavior of joint and marginal Monte Carlo estimators in latent variable models with independence assumptions ⋮ A new online calibration method for multidimensional computerized adaptive testing ⋮ Bayesian estimation in the three-parameter logistic model ⋮ An investigation of hierarchical Bayes procedures in item response theory ⋮ Evidence and inference in educational assessment ⋮ A comparison of Monte Carlo methods for computing marginal likelihoods of item response theory models ⋮ A Bayesian generalized multiple group IRT model with model-fit assessment tools ⋮ Asymptotic cumulants of ability estimators using fallible item parameters ⋮ Score‐based measurement invariance checks for Bayesian maximum‐a‐posteriori estimates in item response theory ⋮ <scp>Mixture‐modelling‐based</scp> Bayesian <scp>MH‐RM</scp> algorithm for the multidimensional <scp>4PLM</scp> ⋮ Bayesian inference for a skew-normal IRT model under the centred parameterization ⋮ Additive multilevel item structure models with random residuals: item modeling for explanation and item generation ⋮ CADEM: a conditional augmented data EM algorithm for fitting one parameter probit models ⋮ Information matrices and standard errors for MLEs of item parameters in IRT ⋮ A nondegenerate penalized likelihood estimator for variance parameters in multilevel models ⋮ Marginal maximum likelihood estimation for a psychometric model of discontinuous development ⋮ Modification indices for the 2-PL and the nominal response model ⋮ Statistical inference for multiple choice tests ⋮ Asymptotic properties of the Bayes modal estimators of item parameters in item response theory ⋮ High-dimensional exploratory item factor analysis by a Metropolis-Hastings Robbins-Monro algorithm ⋮ On Wald tests for differential item functioning detection ⋮ Bayesian estimation of a multilevel IRT model using Gibbs sampling ⋮ MCMC estimation and some model-fit analysis of multidimensional IRT models ⋮ Efficient standard error formulas of ability estimators with dichotomous item response models ⋮ A Pearson-type-VII item response model for assessing person fluctuation ⋮ A person fit test for IRT models for polytomous items ⋮ Differential item functioning analyses of the Patient-reported outcomes measurement information system (PROMIS{\circledR}) measures: methods, challenges, advances, and future directions ⋮ Bayesian comparison of latent variable models: conditional versus marginal likelihoods ⋮ On the use of MCMC computerized adaptive testing with empirical prior information to improve efficiency
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Estimating latent distributions
- Parameter estimation in latent trait models
- Bayes theory
- Bayesian estimation in the two-parameter logistic model
- Marginal maximum likelihood estimation for the one-parameter logistic model
- Estimating the parameters of the latent population distribution
- Some standard errors in item response theory
- Notes on a problem of multiple classification
- Data Analysis Using Stein's Estimator and its Generalizations
- On posterior joint and marginal modes
- Inference and missing data
- Asymptotic prediction analysis
- The Logistic Model and Estimation of Latent Structure
- Bayesian Analysis of the Independent Multinormal Process. Neither Mean Nor Precision Known
- ESTIMATING MULTIPLE REGRESSIONS IN m GROUPS: A CROSS‐VALIDATION STUDY
- Consistent Estimates Based on Partially Consistent Observations
This page was built for publication: Bayes modal estimation in item response models
