Zobrazeno 1 - 10
of 53
pro vyhledávání: '"Jan Luts"'
Publikováno v:
Journal of Statistical Software, Vol 87, Iss 1, Pp 1-37 (2018)
We provide several examples of Bayesian semiparametric regression analysis via the Infer.NET package for approximate deterministic inference in Bayesian models. The examples are chosen to encompass a wide range of semiparametric regression situations
Externí odkaz:
https://doaj.org/article/819f689146724410826064e4d34f6f4c
Publikováno v:
Journal of Statistical Software; Vol 87 (2018); 1-37
Journal of Statistical Software, Vol 87, Iss 1, Pp 1-37 (2018)
Journal of Statistical Software, Vol 87, Iss 1, Pp 1-37 (2018)
© 2018, American Statistical Association. All rights reserved. We provide several examples of Bayesian semiparametric regression analysis via the Infer.NET package for approximate deterministic inference in Bayesian models. The examples are chosen t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bc3e19ccda5f8f582de9b3668d95e936
https://hdl.handle.net/10453/128704
https://hdl.handle.net/10453/128704
Publikováno v:
Journal of Computational and Graphical Statistics. 23:589-615
© 2014 American Statistical Association, Institute of Mathematical Statistics, and Interface Foundation of North America. We develop algorithms for performing semiparametric regression analysis in real time, with data processed as it is collected an
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4010e15a660ea76c9f44fa0911e8a77c
https://doi.org/10.1080/10618600.2013.810150
https://doi.org/10.1080/10618600.2013.810150
Autor:
Anne Pexsters, Isabelle Guelinckx, Sander Galjaard, B. Van Calster, Jan Luts, Cathryn M. Lewis, Yazan Abdallah, Dirk Timmerman, Roland Devlieger, Tom Bourne
Publikováno v:
Obesity. 21:1416-1422
Objective Excessive weight gain during pregnancy has an important influence on fetal growth and on weight development in future generations. Design and Methods A prospective cohort study of 325 obese and nonobese Caucasian women with naturally concei
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::def46581b0fe9874deec427e19a6d8af
https://doi.org/10.1002/oby.20348
https://doi.org/10.1002/oby.20348
Autor:
Tommaso Bignardi, Jan Luts, Elisabeth Epstein, George Condous, Antonia Carla Testa, T. Van den Bosch, D. Van Schoubroeck, S. Van Huffel, F. P. G. Leone, Dirk Timmerman, Tom Bourne, Lil Valentin
Publikováno v:
Ultrasound in Obstetrics & Gynecology. 40:459-463
Objective To estimate the diagnostic accuracy and interobserver agreement in predicting intracavitary uterine pathology at offline analysis of three-dimensional (3D) ultrasound volumes of the uterus. Methods 3D volumes (unenhanced ultrasound and gel
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a9dbf0a1036d090bbdfbb686eae2adcd
https://doi.org/10.1002/uog.11163
https://doi.org/10.1002/uog.11163
Publikováno v:
Computational Statistics & Data Analysis. 56:611-628
A mixed effects least squares support vector machine (LS-SVM) classifier is introduced to extend the standard LS-SVM classifier for handling longitudinal data. The mixed effects LS-SVM model contains a random intercept and allows to classify highly u
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::faa00c0595feb7a8f5a1451386710735
https://doi.org/10.1016/j.csda.2011.09.008
https://doi.org/10.1016/j.csda.2011.09.008
Autor:
Jan Luts, Matt P. Wand
Publikováno v:
Bayesian Anal. 10, no. 4 (2015), 991-1023
Fast variational approximate algorithms are developed for Bayesian semiparametric regression when the response variable is a count, i.e. a non-negative integer. We treat both the Poisson and Negative Binomial families as models for the response varia
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::51cecf0db3cb7a6231507583bc8615f6
http://projecteuclid.org/euclid.ba/1423083636
http://projecteuclid.org/euclid.ba/1423083636
Publikováno v:
Journal of Statistical Planning and Inference. 141:3578-3594
The accuracy of a binary diagnostic test is usually measured in terms of its sensitivity and its specificity. Other measures of the performance of a diagnostic test are the positive and negative likelihood ratios, which quantify the increase in knowl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::afa6664b03ca5245566367faab0fa185
https://doi.org/10.1016/j.jspi.2011.05.010
https://doi.org/10.1016/j.jspi.2011.05.010
Autor:
Anne Pexsters, Tom Bourne, C. Bottomley, D. Van Schoubroeck, Christoph Lees, B. Van Calster, Jan Luts, Thomas D'Hooghe, S. Van Huffel, D. Timmerman, Yazan Abdallah
Publikováno v:
Ultrasound in Obstetrics & Gynecology. 38:510-515
Objectives To assess intra- and interobserver agreement of routinely performed measurements – crown–rump length (CRL) and mean gestational sac diameter (MSD) – for assessing the likelihood of miscarriage in the first trimester of pregnancy usin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b935d63109c8f619108e1b515a1e413b
https://doi.org/10.1002/uog.8884
https://doi.org/10.1002/uog.8884
Publikováno v:
Autism. 16:247-260
Autism spectrum disorder (ASD) symptoms are present in unaffected relatives and individuals from the general population. Results are inconclusive, however, on whether unaffected relatives have higher levels of quantitative autism traits (QAT) or not.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f36100fadef23616078a31a16ce6e5ec
https://doi.org/10.1177/1362361311421776
https://doi.org/10.1177/1362361311421776