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Communications in Statistics - Theory and Methods, ISSN 0361-0926, 11/2017, Volume 46, Issue 22, pp. 10953 - 10972
Journal Article
Journal of vision, ISSN 1534-7362, 2016, Volume 16, Issue 6, p. 7
Kinetic perimetry is used to quantify visual field size/sensitivity. Clinically, perimetry can be used to diagnose and monitor ophthalmic and neuro-ophthalmic... 
Lqmm | Normative data | Linear quantile mixed models | KineticF | Kinetic perimetry | OPTIC study | kinetic perimetry | normative data | GOLDMANN | linear quantile mixed models | lqmm | OPHTHALMOLOGY | VISUAL-FIELDS | VALUES | kineticF | 4-YEAR-OLD | CHILDREN | Visual Fields - physiology | Humans | Adolescent | Child, Preschool | Linear Models | Visual Field Tests | Kinetics | Child
Journal Article
Statistical Methods in Medical Research, ISSN 0962-2802, 8/2019, Volume 28, Issue 8, pp. 2524 - 2537
Journal Article
The Annals of Statistics, ISSN 0090-5364, 4/2009, Volume 37, Issue 2, pp. 756 - 781
Journal Article
Journal of the Royal Statistical Society: Series C (Applied Statistics), ISSN 0035-9254, 08/2019, Volume 68, Issue 4, pp. 1071 - 1089
Summary Additive models are flexible regression tools that handle linear as well as non‐linear terms. The latter are typically modelled via smoothing splines.... 
Low rank splines | Random effects | Shrinkage | Bag of little bootstraps | Linear quantile mixed models | Smoothing | PROFILES | MIXED MODELS | FINITE SMOOTHING ALGORITHM | STATISTICS & PROBABILITY | TIME | HEALTH-CARE | Exercise | Children | Accelerometers | Regression models | Regression analysis | Computer simulation | Splines | Statistics - Methodology
Journal Article
Statistics, ISSN 0233-1888, 11/2017, Volume 51, Issue 6, pp. 1342 - 1358
This paper proposes nonparametric estimation methods for functional linear semiparametric quantile regression, where the conditional quantile of the scalar... 
quantile regression | asymptotic distribution | ADHD | Functional linear semiparametric model | convergence rate | MIXED MODELS | STATISTICS & PROBABILITY | LONGITUDINAL DATA | PREDICTION
Journal Article
International Statistical Review, ISSN 0306-7734, 12/2018, Volume 86, Issue 3, pp. 541 - 570
Journal Article
Statistics and its Interface, ISSN 1938-7989, 2017, Volume 10, Issue 3, pp. 471 - 482
This paper develops a likelihood-based approach to analyze quantile regression (QR) models for continuous longitudinal data via the asymmetric Laplace... 
Asymmetric laplace distribution | SAEM algorithm | Linear mixed-effects models | Quantile regression | DISTRIBUTIONS | MAXIMUM-LIKELIHOOD | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | ALGORITHM | MATHEMATICAL & COMPUTATIONAL BIOLOGY | CONVERGENCE | LONGITUDINAL DATA | INFERENCE
Journal Article
Statistical Methods in Medical Research, ISSN 0962-2802, 12/2014, Volume 23, Issue 6, pp. 591 - 610
Journal Article