Non‐parametric generalized linear mixed models in small area estimation
From MaRDI portal
Publication:5247416
DOI10.1002/cjs.11236zbMath1314.62039OpenAlexW2055194910MaRDI QIDQ5247416
Mahmoud Torabi, Farhad Shokoohi
Publication date: 24 April 2015
Published in: Canadian Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1002/cjs.11236
exponential familyprediction intervalsmall area estimationBayesian computationrandom effectpenalized spline
Nonparametric regression and quantile regression (62G08) Statistical sampling theory and related topics (62D99)
Related Items (4)
Small area estimation under a spatially non-linear model ⋮ Robust small area estimation in generalized linear mixed models ⋮ Small area estimation under a semi‐parametric covariate measured with error ⋮ Generalised M‐quantile random‐effects model for discrete response: An application to the number of visits to physicians
Uses Software
Cites Work
- Likelihood inference in small area estimation by combining time-series and cross-sectional data
- On a hybrid data cloning method and its application in generalized linear mixed models
- A data cloning algorithm for computing maximum likelihood estimates in spatial generalized linear mixed models
- A standard error for the estimated state vector of a state-space model
- Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
- Mixed model prediction and small area estimation. (With comments of P. Hall, D. Morales, C. N. Morris, J. N. K. Rao, and J. L. Eltinge)
- Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations
- Small area estimation of the mean using non-parametric M-quantile regression: a comparison when a linear mixed model does not hold
- Model-assisted estimation for complex surveys using penalised splines
- Large Sample Techniques for Statistics
- Local polynomial inference for small area statistics: estimation, validation and prediction
- NonparametricM-quantile regression using penalised splines
- Non-Parametric Small Area Estimation Using Penalized Spline Regression
- Semiparametric Regression
- Estimability and Likelihood Inference for Generalized Linear Mixed Models Using Data Cloning
- Robust small area estimation under semi‐parametric mixed models
- M-quantile models for small area estimation
- Unnamed Item
- Unnamed Item
This page was built for publication: Non‐parametric generalized linear mixed models in small area estimation
