Items where Author is "Stauffer, Reto"

[up]

Group by: Item Type | Uncontrolled Keywords | No Grouping

centile estimation distributional regression exceedance probabilities GAMLSS GLI reference equations lower limit of normal lung function reference equations prediction accuracy prediction interval estimation predictions beyond the mean quantile estimation segmented linear regression

Number of items: 13.

centile estimation

Merder, Julian ORCID: https://orcid.org/0000-0002-5958-7016, Rigby, Robert A. ORCID: https://orcid.org/0000-0003-4787-623X, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Heller, Gillian Z. ORCID: https://orcid.org/0000-0003-1270-1499, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803, De Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507, Tonkin, Jonathan D. ORCID: https://orcid.org/0000-0002-6053-291X, Logothetis, Nikos, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766 and Stasinopoulos, Dimitrios M. (2026) Distributional regression using generalized additive models for location, scale and shape. Nature Reviews Methods Primers, 6:49. ISSN 2662-8449 (Online) (doi:10.1038/s43586-026-00498-z)

distributional regression

Merder, Julian ORCID: https://orcid.org/0000-0002-5958-7016, Rigby, Robert A. ORCID: https://orcid.org/0000-0003-4787-623X, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Heller, Gillian Z. ORCID: https://orcid.org/0000-0003-1270-1499, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803, De Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507, Tonkin, Jonathan D. ORCID: https://orcid.org/0000-0002-6053-291X, Logothetis, Nikos, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766 and Stasinopoulos, Dimitrios M. (2026) Distributional regression using generalized additive models for location, scale and shape. Nature Reviews Methods Primers, 6:49. ISSN 2662-8449 (Online) (doi:10.1038/s43586-026-00498-z)

exceedance probabilities

Merder, Julian ORCID: https://orcid.org/0000-0002-5958-7016, Rigby, Robert A. ORCID: https://orcid.org/0000-0003-4787-623X, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Heller, Gillian Z. ORCID: https://orcid.org/0000-0003-1270-1499, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803, De Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507, Tonkin, Jonathan D. ORCID: https://orcid.org/0000-0002-6053-291X, Logothetis, Nikos, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766 and Stasinopoulos, Dimitrios M. (2026) Distributional regression using generalized additive models for location, scale and shape. Nature Reviews Methods Primers, 6:49. ISSN 2662-8449 (Online) (doi:10.1038/s43586-026-00498-z)

GAMLSS

Merder, Julian ORCID: https://orcid.org/0000-0002-5958-7016, Rigby, Robert A. ORCID: https://orcid.org/0000-0003-4787-623X, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Heller, Gillian Z. ORCID: https://orcid.org/0000-0003-1270-1499, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803, De Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507, Tonkin, Jonathan D. ORCID: https://orcid.org/0000-0002-6053-291X, Logothetis, Nikos, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766 and Stasinopoulos, Dimitrios M. (2026) Distributional regression using generalized additive models for location, scale and shape. Nature Reviews Methods Primers, 6:49. ISSN 2662-8449 (Online) (doi:10.1038/s43586-026-00498-z)

Rigby, Robert, A. ORCID: https://orcid.org/0000-0003-3853-1707, Stasinopoulos, Dimitrios, M. ORCID: https://orcid.org/0000-0003-2407-5704, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766, Stanojevic, Sanja ORCID: https://orcid.org/0000-0001-7931-8051, Heller, Gillian ORCID: https://orcid.org/0000-0003-1270-1499, de Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507 and Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803 (2025) Letter to the editor refuting “Debunking the GAMLSS myth: simplicity reigns in pulmonary function diagnostics”. Respiratory Medicine, 251:108557. ISSN 0954-6111 (Print), 1532-3064 (Online) (doi:10.1016/j.rmed.2025.108557)

GLI reference equations

Rigby, Robert, A. ORCID: https://orcid.org/0000-0003-3853-1707, Stasinopoulos, Dimitrios, M. ORCID: https://orcid.org/0000-0003-2407-5704, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766, Stanojevic, Sanja ORCID: https://orcid.org/0000-0001-7931-8051, Heller, Gillian ORCID: https://orcid.org/0000-0003-1270-1499, de Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507 and Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803 (2025) Letter to the editor refuting “Debunking the GAMLSS myth: simplicity reigns in pulmonary function diagnostics”. Respiratory Medicine, 251:108557. ISSN 0954-6111 (Print), 1532-3064 (Online) (doi:10.1016/j.rmed.2025.108557)

lower limit of normal

Rigby, Robert, A. ORCID: https://orcid.org/0000-0003-3853-1707, Stasinopoulos, Dimitrios, M. ORCID: https://orcid.org/0000-0003-2407-5704, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766, Stanojevic, Sanja ORCID: https://orcid.org/0000-0001-7931-8051, Heller, Gillian ORCID: https://orcid.org/0000-0003-1270-1499, de Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507 and Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803 (2025) Letter to the editor refuting “Debunking the GAMLSS myth: simplicity reigns in pulmonary function diagnostics”. Respiratory Medicine, 251:108557. ISSN 0954-6111 (Print), 1532-3064 (Online) (doi:10.1016/j.rmed.2025.108557)

lung function reference equations

Rigby, Robert, A. ORCID: https://orcid.org/0000-0003-3853-1707, Stasinopoulos, Dimitrios, M. ORCID: https://orcid.org/0000-0003-2407-5704, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766, Stanojevic, Sanja ORCID: https://orcid.org/0000-0001-7931-8051, Heller, Gillian ORCID: https://orcid.org/0000-0003-1270-1499, de Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507 and Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803 (2025) Letter to the editor refuting “Debunking the GAMLSS myth: simplicity reigns in pulmonary function diagnostics”. Respiratory Medicine, 251:108557. ISSN 0954-6111 (Print), 1532-3064 (Online) (doi:10.1016/j.rmed.2025.108557)

prediction accuracy

Rigby, Robert, A. ORCID: https://orcid.org/0000-0003-3853-1707, Stasinopoulos, Dimitrios, M. ORCID: https://orcid.org/0000-0003-2407-5704, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766, Stanojevic, Sanja ORCID: https://orcid.org/0000-0001-7931-8051, Heller, Gillian ORCID: https://orcid.org/0000-0003-1270-1499, de Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507 and Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803 (2025) Letter to the editor refuting “Debunking the GAMLSS myth: simplicity reigns in pulmonary function diagnostics”. Respiratory Medicine, 251:108557. ISSN 0954-6111 (Print), 1532-3064 (Online) (doi:10.1016/j.rmed.2025.108557)

prediction interval estimation

Merder, Julian ORCID: https://orcid.org/0000-0002-5958-7016, Rigby, Robert A. ORCID: https://orcid.org/0000-0003-4787-623X, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Heller, Gillian Z. ORCID: https://orcid.org/0000-0003-1270-1499, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803, De Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507, Tonkin, Jonathan D. ORCID: https://orcid.org/0000-0002-6053-291X, Logothetis, Nikos, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766 and Stasinopoulos, Dimitrios M. (2026) Distributional regression using generalized additive models for location, scale and shape. Nature Reviews Methods Primers, 6:49. ISSN 2662-8449 (Online) (doi:10.1038/s43586-026-00498-z)

predictions beyond the mean

Merder, Julian ORCID: https://orcid.org/0000-0002-5958-7016, Rigby, Robert A. ORCID: https://orcid.org/0000-0003-4787-623X, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Heller, Gillian Z. ORCID: https://orcid.org/0000-0003-1270-1499, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803, De Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507, Tonkin, Jonathan D. ORCID: https://orcid.org/0000-0002-6053-291X, Logothetis, Nikos, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766 and Stasinopoulos, Dimitrios M. (2026) Distributional regression using generalized additive models for location, scale and shape. Nature Reviews Methods Primers, 6:49. ISSN 2662-8449 (Online) (doi:10.1038/s43586-026-00498-z)

quantile estimation

Merder, Julian ORCID: https://orcid.org/0000-0002-5958-7016, Rigby, Robert A. ORCID: https://orcid.org/0000-0003-4787-623X, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Heller, Gillian Z. ORCID: https://orcid.org/0000-0003-1270-1499, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803, De Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507, Tonkin, Jonathan D. ORCID: https://orcid.org/0000-0002-6053-291X, Logothetis, Nikos, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766 and Stasinopoulos, Dimitrios M. (2026) Distributional regression using generalized additive models for location, scale and shape. Nature Reviews Methods Primers, 6:49. ISSN 2662-8449 (Online) (doi:10.1038/s43586-026-00498-z)

segmented linear regression

Rigby, Robert, A. ORCID: https://orcid.org/0000-0003-3853-1707, Stasinopoulos, Dimitrios, M. ORCID: https://orcid.org/0000-0003-2407-5704, Zeileis, Achim ORCID: https://orcid.org/0000-0003-0918-3766, Stanojevic, Sanja ORCID: https://orcid.org/0000-0001-7931-8051, Heller, Gillian ORCID: https://orcid.org/0000-0003-1270-1499, de Bastiani, Fernanda ORCID: https://orcid.org/0000-0001-8532-639X, Kneib, Thomas ORCID: https://orcid.org/0000-0003-3390-0972, Mayr, Andreas ORCID: https://orcid.org/0000-0001-7106-9732, Stauffer, Reto ORCID: https://orcid.org/0000-0002-3798-5507 and Umlauf, Nikolaus ORCID: https://orcid.org/0000-0003-2160-9803 (2025) Letter to the editor refuting “Debunking the GAMLSS myth: simplicity reigns in pulmonary function diagnostics”. Respiratory Medicine, 251:108557. ISSN 0954-6111 (Print), 1532-3064 (Online) (doi:10.1016/j.rmed.2025.108557)

This list was generated on Fri Sep 11 21:00:35 2026 BST.