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Model Selection in Linear Mixed Models

Statistical science, 2013-05, Vol.28 (2), p.135-167

2013

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Analysis of survey on menstrual disorder among teenagers using Gaussian copula model with graphical lasso prior

PloS one, 2021-03, Vol.16 (3), p.e0248340-e0248340

2021

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Asymptotics for EBLUPs: Nested Error Regression Models

Journal of the American Statistical Association, 2022-10, Vol.117 (540), p.2028-2042

2022

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Bootstrapping clustered data

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2007-06, Vol.69 (3), p.369-390

2007

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Joint Selection in Mixed Models using Regularized PQL

Journal of the American Statistical Association, 2017-07, Vol.112 (519), p.1323-1333

2017

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Regression for compositional data by using distributions defined on the hypersphere

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2011-06, Vol.73 (3), p.351-375

2011

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Screening methods for linear errors‐in‐variables models in high dimensions

Biometrics, 2023-06, Vol.79 (2), p.926-939

2023

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Assuming independence in spatial latent variable models: Consequences and implications of misspecification

Biometrics, 2022-03, Vol.78 (1), p.85-99

2022

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Robust Principal Component Analysis for Power Transformed Compositional Data

Journal of the American Statistical Association, 2015-03, Vol.110 (509), p.136-148

2015

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Robust Multivariate Lasso Regression with Covariance Estimation

Journal of computational and graphical statistics, 2023-07, Vol.32 (3), p.961-973

2023

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CUTOFF: A spatio-temporal imputation method

Journal of hydrology (Amsterdam), 2014-11, Vol.519, p.3591-3605

2014

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The effect of the working correlation on fitting models to longitudinal data

Scandinavian journal of statistics, 2024-06, Vol.51 (2), p.891-912

2024

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Bootstrapping Robust Estimates for Clustered Data

Journal of the American Statistical Association, 2010-12, Vol.105 (492), p.1606-1616

2010

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Outlier Robust Model Selection in Linear Regression

Journal of the American Statistical Association, 2005-12, Vol.100 (472), p.1297-1310

2005

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The concept of sufficiency in conditional frequentist inference

Statistica Neerlandica, 2024-08, Vol.78 (3), p.544-562

2024

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Aspects of Statistical Inference

Welsh, A. H

1, 1996

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GEE-Assisted Variable Selection for Latent Variable Models with Multivariate Binary Data

Journal of the American Statistical Association, 2023-04, Vol.118 (542), p.1252-1263

2023

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Model-Averaged Confidence Intervals

Scandinavian journal of statistics, 2016-03, Vol.43 (1), p.35-48

2016

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The performance of model averaged tail area confidence intervals

Communications in statistics. Theory and methods, 2017-11, Vol.46 (21), p.10718-10732

2017

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Improved prediction for a spatio-temporal model

Environmental and ecological statistics, 2020-12, Vol.27 (4), p.631-648

2020

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A Directional Mixed Effects Model for Compositional Expenditure Data

Journal of the American Statistical Association, 2017-03, Vol.112 (517), p.24-36

2017

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Likelihood-based surrogate dimension reduction

Statistics and computing, 2024-02, Vol.34 (1), Article 51

2024

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Aspects of statistical inference

Welsh, A. H

2011

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Sparse Pairwise Likelihood Estimation for Multivariate Longitudinal Mixed Models

Journal of the American Statistical Association, 2018-10, Vol.113 (524), p.1759-1769

2018

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Comment on “Confidence, credibility and prediction”

Metron (Rome), 2018-08, Vol.76 (2), p.273-275

Welsh, A. H.

2018

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Model Selection in Linear Mixed Models

Analysis of survey on menstrual disorder among teenagers using Gaussian copula model with graphical lasso prior

Asymptotics for EBLUPs: Nested Error Regression Models

Bootstrapping clustered data

Joint Selection in Mixed Models using Regularized PQL

Regression for compositional data by using distributions defined on the hypersphere

Screening methods for linear errors‐in‐variables models in high dimensions

Assuming independence in spatial latent variable models: Consequences and implications of misspecification

Robust Principal Component Analysis for Power Transformed Compositional Data

Robust Multivariate Lasso Regression with Covariance Estimation

CUTOFF: A spatio-temporal imputation method

The effect of the working correlation on fitting models to longitudinal data

Bootstrapping Robust Estimates for Clustered Data

Outlier Robust Model Selection in Linear Regression

The concept of sufficiency in conditional frequentist inference

Aspects of Statistical Inference

GEE-Assisted Variable Selection for Latent Variable Models with Multivariate Binary Data

Model-Averaged Confidence Intervals

The performance of model averaged tail area confidence intervals

Improved prediction for a spatio-temporal model

A Directional Mixed Effects Model for Compositional Expenditure Data

Likelihood-based surrogate dimension reduction

Aspects of statistical inference

Sparse Pairwise Likelihood Estimation for Multivariate Longitudinal Mixed Models

Comment on “Confidence, credibility and prediction”

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