Estimation for a marginal generalized single-index longitudinal model
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Publication:764497
DOI10.1016/j.jmva.2011.10.004zbMath1233.62073OpenAlexW2085129742MaRDI QIDQ764497
Publication date: 13 March 2012
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jmva.2011.10.004
Multivariate analysis (62H99) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05)
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Cites Work
- Unnamed Item
- Unnamed Item
- Longitudinal data analysis using generalized linear models
- Improving generalised estimating equations using quadratic inference functions
- Semiparametric marginal and association regression methods for clustered binary data
- The EFM approach for single-index models
- Estimation for a partial-linear single-index model
- Penalized quadratic inference functions for single-index models with longitudinal data
- Easily simulated multivariate binary distributions with given positive and negative correlations
- Semiparametric least squares (SLS) and weighted SLS estimation of single-index models
- Direct estimation of the index coefficient in a single-index model
- Optimal smoothing in single-index models
- Functional single index models for longitudinal data
- Analysis of correlated binary data under partially linear single-index logistic models
- Some Covariance Models for Longitudinal Count Data with Overdispersion
- Efficient parameter estimation in longitudinal data analysis using a hybrid GEE method
- Estimating Equations for Parameters in Means and Covariances of Multivariate Discrete and Continuous Responses
- Empirical Likelihood Confidence Regions in a Partially Linear Single-Index Model
- Weak and strong uniform consistency of kernel regression estimates
- Generalized Partially Linear Single-Index Models
- Marginal nonparametric kernel regression accounting for within-subject correlation
- Penalized Spline Estimation for Partially Linear Single-Index Models
- Extended Generalized Estimating Equations for Clustered Data
- An Adaptive Estimation of Dimension Reduction Space
- Semiparametric Estimation of Index Coefficients
- Generalized Functional Linear Models With Semiparametric Single-Index Interactions
- On generating multivariate Poisson data in management science applications
- Robust Estimating Functions and Bias Correction for Longitudinal Data Analysis
- Efficient Semiparametric Marginal Estimation for Longitudinal/Clustered Data
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