Efficient estimation for incomplete multivariate data

DOI10.1016/j.jspi.2011.11.024zbMath1236.62054OpenAlexW2081519474MaRDI QIDQ413380

Bent Jørgensen, Hans Christian Petersen

Publication date: 4 May 2012

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2011.11.024

zbMATH Keywords

EM algorithmmissing dataestimating functionsFisher scoring algorithmGodambe information matrixREML estimation

Mathematics Subject Classification ID

Uses Software

• R

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Longitudinal data analysis using generalized linear models
• A generalization of the growth curve model which allows missing data
• Maximum Likelihood Estimates for a Multivariate Normal Distribution when some Observations are Missing
• Estimation of Parameters From Incomplete Multivariate Samples
• On linear and quadratic estimating functions
• Direct Calculation of the Information Matrix via the EM Algorithm
• Moments and Distributions of Estimates of Population Parameters from Fragmentary Samples
• Extended Generalized Estimating Equations for Clustered Data
• Parameter Orthogonality and Bias Adjustment for Estimating Functions
• Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
• Semiparametric Efficiency in Multivariate Regression Models with Missing Data
• Maximum Likelihood Estimation with Incomplete Multivariate Data
• Estimation of Parameters from Incomplete Data

This page was built for publication: Efficient estimation for incomplete multivariate data