Search Results

Generalized functional additive mixed models with (functional) compositional covariates for areal Covid-19 incidence curves.

• Authors : Eckardt, Matthias; Mateu, Jorge; Greven, Sonja

Subjects: REGRESSION analysis; HILBERT space; FUNCTIONAL analysis

• Source: Journal of the Royal Statistical Society: Series C (Applied Statistics); Aug2024, Vol. 73 Issue 4, p880-901, 22p

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Elastic analysis of irregularly or sparsely sampled curves.

• Authors : Steyer, Lisa¹ (AUTHOR) ; Stöcker, Almond¹ (AUTHOR); Greven, Sonja¹ (AUTHOR)

Subjects: *ELASTIC analysis (Engineering); *PARKINSON'S disease; *STATISTICAL samplingBERLIN (Germany)

• Source: Biometrics. Sep2023, Vol. 79 Issue 3, p2103-2115. 13p.

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A general framework for multivariate functional principal component analysis of amplitude and phase variation.

• Authors : Happ, Clara¹ ; Scheipl, Fabian¹; Gabriel, Alice-Agnes²

Subjects: *PRINCIPAL components analysis; *FUNCTION spaces; *SEISMOLOGY

• Source: Stat. 2019, Vol. 8 Issue 1, p1-12. 12p.

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Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains.

• Authors : Happ, Clara; Greven, Sonja

Subjects: PRINCIPAL components analysis; MULTIVARIATE analysis; UNIVARIATE analysis

• Source: Journal of the American Statistical Association; Jun2018, Vol. 113 Issue 522, p649-659, 11p

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Boosting factor‐specific functional historical models for the detection of synchronization in bioelectrical signals.

• Authors : Rügamer, David; Brockhaus, Sarah; Greven, Sonja

Subjects: TRAJECTORIES (Mechanics); CONSTRAINTS (Physics); COEFFICIENTS (Statistics)

• Source: Journal of the Royal Statistical Society: Series C (Applied Statistics); Apr2018, Vol. 67 Issue 3, p621-642, 0p

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Signal regression models for location, scale and shape with an application to stock returns.

• Authors : Brockhaus, Sarah; Fuest, Andreas; Greven, Sonja

Subjects: REGRESSION analysis; STANDARD deviations; GAUSSIAN distribution

• Source: Journal of the Royal Statistical Society: Series C (Applied Statistics); Apr2018, Vol. 67 Issue 3, p665-686, 22p

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Modelling a response as a function of high-frequency count data: The association between physical activity and fat mass.

• Authors : Augustin, Nicole H.¹ ; Mattocks, Calum²; Faraway, Julian J.¹

Subjects: *OBESITY; *ACCELEROMETERS; *PHYSICAL activity

• Source: Statistical Methods in Medical Research. Oct2017, Vol. 26 Issue 5, p2210-2226. 17p.

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Boosting flexible functional regression models with a high number of functional historical effects.

• Authors : Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich

• Source: Statistics & Computing; Jul2017, Vol. 27 Issue 4, p913-926, 14p

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Penalized function-on-function regression.

• Authors : Ivanescu, Andrada¹; Staicu, Ana-Maria²; Scheipl, Fabian³

Subjects: *REGRESSION analysis; *SPLINES; *DIFFUSION tensor imaging

• Source: Computational Statistics. Jun2015, Vol. 30 Issue 2, p539-568. 30p.

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The functional linear array model.

• Authors : Brockhaus, Sarah¹; Scheipl, Fabian¹; Hothorn, Torsten²

Subjects: *REGRESSION analysis; *QUANTILES; *BOOSTING algorithms

• Source: Statistical Modelling: An International Journal. Jun2015, Vol. 15 Issue 3, p279-300. 22p.

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