Analysis of generalized semiparametric mixed varying-coefficients models for longitudinal data

Yanqing Sun; Li Qi; Fei Heng; Peter B. Gilbert

doi:10.1002/cjs.11498

Analysis of generalized semiparametric mixed varying-coefficients models for longitudinal data

Yanqing Sun
, Li Qi
, Fei Heng
, Peter B. Gilbert

Univ. of North Carolina-Charlotte

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	352-373
Number of pages	22
Journal	Canadian Journal of Statistics
Volume	47
Issue number	3
DOIs	https://doi.org/10.1002/cjs.11498
State	Published - Sep 2019
Externally published	Yes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

ASJC Scopus Subject Areas

Statistics and Probability
Statistics, Probability and Uncertainty

Keywords

Link function
local linear smoothing
profile weighted least squares
testing covariate-varying effects
varying-coefficient effects

Access to Document

10.1002/cjs.11498

Cite this

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title = "Analysis of generalized semiparametric mixed varying-coefficients models for longitudinal data",

keywords = "Link function, local linear smoothing, profile weighted least squares, testing covariate-varying effects, varying-coefficient effects",

author = "Yanqing Sun and Li Qi and Fei Heng and Gilbert, \{Peter B.\}",

note = "Publisher Copyright: {\textcopyright} 2019 Statistical Society of Canada / Soci{\'e}t{\'e} statistique du Canada",

year = "2019",

month = sep,

doi = "10.1002/cjs.11498",

language = "English",

volume = "47",

pages = "352--373",

number = "3",

}

TY - JOUR

T1 - Analysis of generalized semiparametric mixed varying-coefficients models for longitudinal data

AU - Sun, Yanqing

AU - Qi, Li

AU - Heng, Fei

AU - Gilbert, Peter B.

PY - 2019/9

Y1 - 2019/9

KW - Link function

KW - local linear smoothing

KW - profile weighted least squares

KW - testing covariate-varying effects

KW - varying-coefficient effects

UR - https://www.scopus.com/pages/publications/85065220783

UR - https://www.scopus.com/pages/publications/85065220783#tab=citedBy

U2 - 10.1002/cjs.11498

DO - 10.1002/cjs.11498

M3 - Article

AN - SCOPUS:85065220783

SN - 0319-5724

VL - 47

SP - 352

EP - 373

JO - Canadian Journal of Statistics

JF - Canadian Journal of Statistics

IS - 3

ER -

Analysis of generalized semiparametric mixed varying-coefficients models for longitudinal data

UN SDGs

ASJC Scopus Subject Areas

Keywords

Access to Document

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