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Correlated Data Analysis: Modeling, Analytics, and Applications (Springer Series in Statistics)

Song, Peter X.-K

1. Aufl., 2007

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Renewable estimation and incremental inference in generalized linear models with streaming data sets

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2020-02, Vol.82 (1), p.69-97

2020

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A Review of Multi‐Compartment Infectious Disease Models

International statistical review, 2020-08, Vol.88 (2), p.462-513

2020

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Robust High-Dimensional Regression with Coefficient Thresholding and Its Application to Imaging Data Analysis

Journal of the American Statistical Association, 2024, Vol.119 (545), p.715-729

2024

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Collaborative inference for treatment effect with distributed data-sharing management in multicenter studies

Statistics in medicine, 2024-05, Vol.43 (11), p.2263-2279

2024

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Composite Likelihood Bayesian Information Criteria for Model Selection in High-Dimensional Data

Journal of the American Statistical Association, 2010-12, Vol.105 (492), p.1531-1540

2010

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Early pregnancy exposure to endocrine disrupting chemical mixtures are associated with inflammatory changes in maternal and neonatal circulation

Scientific reports, 2019-04, Vol.9 (1), p.5422-14, Article 5422

2019

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Varying Index Coefficient Models

Journal of the American Statistical Association, 2015-03, Vol.110 (509), p.341-356

2015

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Joint Regression Analysis of Correlated Data Using Gaussian Copulas

Biometrics, 2009-03, Vol.65 (1), p.60-68

2009

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Efficient pairwise composite likelihood estimation for spatial‐clustered data

Biometrics, 2014-09, Vol.70 (3), p.661-670

2014

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Poststratification fusion learning in longitudinal data analysis

Biometrics, 2021-09, Vol.77 (3), p.914-928

2021

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Prediction of suicidal ideation risk in a prospective cohort study of medical interns

PloS one, 2021-12, Vol.16 (12), p.e0260620

2021

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Structural factor equation models for causal network construction via directed acyclic mixed graphs

Biometrics, 2021-06, Vol.77 (2), p.573-586

2021

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Deceased donors as nondirected donors in kidney paired donation

American journal of transplantation, 2021-01, Vol.21 (1), p.103-113

2021

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Maternal lipid levels across pregnancy impact the umbilical cord blood lipidome and infant birth weight

Scientific reports, 2020-08, Vol.10 (1), p.14209-15, Article 14209

2020

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Fused lasso with the adaptation of parameter ordering in combining multiple studies with repeated measurements

Biometrics, 2016-12, Vol.72 (4), p.1184-1193

2016

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Goodness-of-fit test for specification of semiparametric copula dependence models

Journal of econometrics, 2016-07, Vol.193 (1), p.215-233

2016

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Real-Time Regression Analysis of Streaming Clustered Data With Possible Abnormal Data Batches

Journal of the American Statistical Association, 2023-07, Vol.118 (543), p.2029-2044

2023

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Joint composite estimating functions in spatiotemporal models

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2012-11, Vol.74 (5), p.799-824

2012

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A Pattern Dictionary Method for Anomaly Detection

Entropy (Basel, Switzerland), 2022-08, Vol.24 (8), p.1095

2022

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Merging multiple longitudinal studies with study‐specific missing covariates: A joint estimating function approach

Biometrics, 2015-12, Vol.71 (4), p.929-940

2015

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Morphometry Predicts Early GFR Change in Primary Proteinuric Glomerulopathies: A Longitudinal Cohort Study Using Generalized Estimating Equations

PloS one, 2016-06, Vol.11 (6), p.e0157148-e0157148

2016

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A randomized controlled trial-based algorithm for insulin-pump therapy in hyperglycemic patients early after kidney transplantation

PloS one, 2018-03, Vol.13 (3), p.e0193569-e0193569

2018

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Sparse multivariate factor analysis regression models and its applications to integrative genomics analysis

Genetic epidemiology, 2017-01, Vol.41 (1), p.70-80

2017

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Insuring Good Health: Outcomes and Acceptability of a Participatory Health Insurance Literacy Intervention in Diverse Urban Communities

Health education & behavior, 2019-06, Vol.46 (3), p.494-505

2019

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Correlated Data Analysis: Modeling, Analytics, and Applications (Springer Series in Statistics)

Renewable estimation and incremental inference in generalized linear models with streaming data sets

A Review of Multi‐Compartment Infectious Disease Models

Robust High-Dimensional Regression with Coefficient Thresholding and Its Application to Imaging Data Analysis

Collaborative inference for treatment effect with distributed data-sharing management in multicenter studies

Composite Likelihood Bayesian Information Criteria for Model Selection in High-Dimensional Data

Early pregnancy exposure to endocrine disrupting chemical mixtures are associated with inflammatory changes in maternal and neonatal circulation

Varying Index Coefficient Models

Joint Regression Analysis of Correlated Data Using Gaussian Copulas

Efficient pairwise composite likelihood estimation for spatial‐clustered data

Poststratification fusion learning in longitudinal data analysis

Prediction of suicidal ideation risk in a prospective cohort study of medical interns

Structural factor equation models for causal network construction via directed acyclic mixed graphs

Deceased donors as nondirected donors in kidney paired donation

Maternal lipid levels across pregnancy impact the umbilical cord blood lipidome and infant birth weight

Fused lasso with the adaptation of parameter ordering in combining multiple studies with repeated measurements

Goodness-of-fit test for specification of semiparametric copula dependence models

Real-Time Regression Analysis of Streaming Clustered Data With Possible Abnormal Data Batches

Joint composite estimating functions in spatiotemporal models

A Pattern Dictionary Method for Anomaly Detection

Merging multiple longitudinal studies with study‐specific missing covariates: A joint estimating function approach

Morphometry Predicts Early GFR Change in Primary Proteinuric Glomerulopathies: A Longitudinal Cohort Study Using Generalized Estimating Equations

A randomized controlled trial-based algorithm for insulin-pump therapy in hyperglycemic patients early after kidney transplantation

Sparse multivariate factor analysis regression models and its applications to integrative genomics analysis

Insuring Good Health: Outcomes and Acceptability of a Participatory Health Insurance Literacy Intervention in Diverse Urban Communities

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