Pseudo maximum likelihood estimation: Theory and applications
From MaRDI portal
Publication:1157645
DOI10.1214/aos/1176345526zbMath0471.62032OpenAlexW2001746283MaRDI QIDQ1157645
Francisco J. Samaniego, Gail Gong
Publication date: 1981
Published in: The Annals of Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1214/aos/1176345526
consistencyasymptoticsmixture modelspseudo maximum likelihood estimatorconvolution modelsasymptotic relative efficienciesmoment methods estimators
Asymptotic properties of parametric estimators (62F12) Estimation in multivariate analysis (62H12) Point estimation (62F10)
Related Items
Impact of sufficient dimension reduction in nonparametric estimation of causal effect ⋮ Estimation in the single change-point hazard function for interval-censored data with a cure fraction ⋮ Pseudo-likelihood and quasi-likelihood estimation for complex sampling schemes ⋮ Port congestion, container shortages, and U.S. foreign trade ⋮ A Composite Likelihood Approach to Latent Multivariate Gaussian Modeling of SNP Data with Application to Genetic Association Testing ⋮ Bayesian frequentist hybrid inference ⋮ Asymptotic relative efficiency of wald tests in measurement error models ⋮ Measurement errors, linear calibration and inferences for means ⋮ Modeling Functional Data with Spatially Heterogeneous Shape Characteristics ⋮ ON DERIVATION OF THE SEMI-PARAMETRIC WEIGHTED LIKELIHOOD ESTIMATOR, SPW, AND THE WEIGHTED CONDITIONAL PSEUDO LIKELIHOOD ESTIMATOR, WCPE ⋮ Methods for the estimation of failure distributions and rates from automobile warranty data ⋮ Pseudo maximum likelihood estimation for the dirichlet-multinomial distribution ⋮ Effect of imprecisely known nuisance parameters on estimates of primary parameters ⋮ A class of beta regression models with multiplicative log-normal measurement errors ⋮ Weighted discrepancies and maximum likelihood estimation for discrete distributions ⋮ Combined estimating equation approaches for semiparametric transformation models with length-biased survival data ⋮ A pseudo-penalized quasi-likelihood approach to the spatial misalignment problem with non-normal data ⋮ Errors-in-variables with systematic biases ⋮ Statistical Issues Arising in Disparate Impact Cases and the Use of the Expectancy Curve in Assessing the Validity of Pre-Employment Tests ⋮ Simplex regression models with measurement error ⋮ Unified Analysis of Secondary Traits in Case–Control Association Studies ⋮ Unnamed Item ⋮ Some recent developments for regression analysis of multivariate failure time data ⋮ Generalized least squares estimation of multivariate nonlinear models with missing data ⋮ Asymptotic cumulants of ability estimators using fallible item parameters ⋮ Testing small study effects in multivariate meta‐analysis ⋮ New closed-form efficient estimators for a bivariate Weibull distribution ⋮ Pseudo maximum likelihood estimates using ranked set sampling with applications to estimating correlation ⋮ Nonparametric identification and estimation of current status data in the presence of death ⋮ Estimation of Poisson mean with under‐reported counts: a double sampling approach ⋮ Maximum pairwise pseudo-likelihood estimation of the covariance matrix from left-censored data ⋮ Pseudo-Likelihoods for Bayesian Inference ⋮ Multiplicative errors-in-variables beta regression ⋮ Testing the missing at random assumption in generalized linear models in the presence of instrumental variables ⋮ A two-step estimator for multilevel latent class analysis with covariates ⋮ Two-step and likelihood methods for HIV viral dynamic models with covariate measurement errors and missing data ⋮ Pseudolikelihood ratio test with biased observations ⋮ Consistent estimation for some nonlinear errors-in-variables models ⋮ Errors-in-variables beta regression models ⋮ A dyadic IRT model ⋮ Predicting dependent binary outcomes through logistic regressions and meta-elliptical copulas ⋮ Pseudolikelihood estimation in a class of problems with response‐related missing covariates ⋮ Robust designs for multivariate logistic regression ⋮ Inference on partially observed quasi-stationary Markov chains with applications to multistate population models ⋮ Approximate and pseudo-likelihood analysis for logistic regression using external validation data to model log exposure ⋮ Principal regression for high dimensional covariance matrices ⋮ A Positive Stable Frailty Model for Clustered Failure Time Data with Covariate-Dependent Frailty ⋮ Technical aspects of Muthén's LISCOMP approach to estimation of latent variable relations with a comprehensive measurement model ⋮ Testing of Poisson mean with under-reported counts ⋮ Covariance structure analysis of ordinal ipsative data ⋮ Nonlinear models, rescaling and test invariance ⋮ Improved regression calibration ⋮ Evaluating Statistical Hypotheses Using Weakly‐Identifiable Estimating Functions ⋮ Fisher information in randomly sampled sib pairs and extremely discordant sib pairs in genetic analysis for a quantitative trait locus ⋮ Skew binary regression with measurement errors ⋮ Estimating the number of classes in multiple populations: A geometric analysis ⋮ Statistical designs for familial aggregation ⋮ Limited information estimation and testing of discretized multivariate normal structural models ⋮ A propensity score adjustment for multiple group structural equation modeling ⋮ Reducing the sensitivity to nuisance parameters in pseudo‐likelihood functions ⋮ Modeling Clustered, Discrete, or Grouped Time Survival Data with Covariates ⋮ Estimating Equations for a Latent Transit ion Model with Multiple Discrete Indicators ⋮ Analysis of a Two‐Stage Case–Control Study with Cluster Sampling of Controls: Application to Nonmelanoma Skin Cancer ⋮ Enriching Surveys with Supplementary Data and its Application to Studying Wage Regression ⋮ Strong consistency of the maximum likelihood estimators in the change-point hazard bate model ⋮ Skew-probit measurement error models ⋮ Adjustments of the profile likelihood from a new perspective ⋮ The impact of fallible item parameter estimates on latent trait recovery ⋮ Efficient estimation of Banach parameters in semiparametric models ⋮ Estimating the number of classes ⋮ Semiparametric Estimation in Transformation Models with Cure Fraction ⋮ A Note on the Hodges–Lehmann Estimator and the Logistic Distribution ⋮ A pseudo empirical likelihood approach for stratified samples with nonresponse ⋮ Inference from PseudoLikelihoods with Plug-In Estimates ⋮ Doubly robust-type estimation for covariate adjustment in latent variable modeling ⋮ A Multiple Imputation Approach to Regression Analysis for Doubly Censored Data with Application to AIDS Studies ⋮ Combining Complete Multivariate Outcomes with Incomplete Covariate Information: A Latent Class Approach ⋮ Testing regression function adequacy in nonlinear multiresponse models ⋮ Elliptical functional models. ⋮ Generalized $$C(\alpha )$$ Tests for Estimating Functions with Serial Dependence ⋮ Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models ⋮ A Bivariate Pseudolikelihood for Incomplete Longitudinal Binary Data with Nonignorable Nonmonotone Missingness ⋮ An Augmented Probit Model for Missing Predictable Covariates in Quantal Bioassay with Small Sample Size ⋮ Two-step estimation of models between latent classes and external variables ⋮ A class of stochastic volatility models for environmental applications ⋮ Inference on interactions between treatments and subjects within groups in a two-period crossover trial ⋮ Restricted recalibration of item response theory models ⋮ Frequentist model averaging in structure equation model with ordinal data ⋮ A two-step estimator for generalized linear models for longitudinal data with time-varying measurement error ⋮ A diagnostic for association in bivariate survival models ⋮ Partial likelihood estimation of IRT models with censored lifetime data: an application to mental disorders in the ESEMeD surveys ⋮ Second-order risk comparison of SLSE with GLSE and MLE in a regression with serial correlation ⋮ Invariant tests based onM-estimators, estimating functions, and the generalized method of moments ⋮ Efficient estimation of general linear mixed effects models ⋮ Limited information estimation and testing of Thurstonian models for preference data ⋮ Modified maximum likelihood estimation ⋮ Measurement error in the generalised linear model