Research output per year
Research output per year
- 34 results
Search results
-
2024
A joint analysis proposal of nonlinear longitudinal and time-to-event right-, interval-censored data for modeling pregnancy miscarriage
de la Cruz, R., Lavielle, M., Meza, C. & Núñez-Antón, V., Nov 2024, In: Computers in Biology and Medicine. 182, 109186.Research output: Contribution to journal › Article › peer-review
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Predicting passenger satisfaction in public transportation using machine learning models
Ruiz, E., Yushimito, W. F., Aburto, L. & de la Cruz, R., Mar 2024, In: Transportation Research Part A: Policy and Practice. 181, 103995.Research output: Contribution to journal › Article › peer-review
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2023
A Bayesian Mixture Cure Rate Model for Estimating Short-Term and Long-Term Recidivism
de la Cruz, R., Fuentes, C. & Padilla, O., Jan 2023, In: Entropy. 25, 1, 56.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
A Bayesian nonparametric model for classification of longitudinal profiles
Gaskins, J. T., Fuentes, C. & De La Cruz, R., 1 Jan 2023, In: Biostatistics. 24, 1, p. 209-225 17 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Classification of longitudinal profiles using semi-parametric nonlinear mixed models with P-Splines and the SAEM algorithm
Márquez, M., Meza, C., Lee, D. J. & De la Cruz, R., 30 Nov 2023, In: Statistics in Medicine. 42, 27, p. 4952-4971 20 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Systematic review: fluid biomarkers and machine learning methods to improve the diagnosis from mild cognitive impairment to Alzheimer’s disease
Blanco, K., Salcidua, S., Orellana, P., Sauma-Pérez, T., León, T., Steinmetz, L. C. L., Ibañez, A., Duran-Aniotz, C. & de la Cruz, R., Dec 2023, In: Alzheimer's Research and Therapy. 15, 1, 176.Research output: Contribution to journal › Review article › peer-review
Open Access8 Scopus citations -
2022
A Bayesian Change Point Analysis of the USD/CLP Series in Chile from 2018 to 2020: Understanding the Impact of Social Protests and the COVID-19 Pandemic
de la Cruz, R., Meza, C., Narria, N. & Fuentes, C., Sep 2022, In: Mathematics. 10, 18, 3380.Research output: Contribution to journal › Article › peer-review
Open Access -
Meta-Estimation of Araucanian Herring, Strangomera bentincki (Norman, 1936), Biological Indicators in the Central-South Zone of Chile (32°–47° LS)
Aranis, A., de la Cruz, R., Montenegro, C., Ramírez, M., Caballero, L., Gómez, A. & Walker, K., 16 Jun 2022, In: Frontiers in Marine Science. 9, 886321.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Reliability Estimation for Stress-Strength Model Based on Unit-Half-Normal Distribution
de la Cruz, R., Salinas, H. S. & Meza, C., Apr 2022, In: Symmetry. 14, 4, 837.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
2021
Modeling recidivism through bayesian regression models and deep neural networks
de la Cruz, R., Padilla, O., Valle, M. A. & Ruz, G. A., 2 Mar 2021, In: Mathematics. 9, 6, 639.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Survival and reliability analysis with an epsilon-positive family of distributions with applications
Celis, P., de la Cruz, R., Fuentes, C. & Gómez, H. W., May 2021, In: Symmetry. 13, 5, 908.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
2018
Error-rate estimation in discriminant analysis of non-linear longitudinal data: A comparison of resampling methods
de la Cruz, R., Fuentes, C., Meza, C. & Núñez-Antón, V., 1 Apr 2018, In: Statistical Methods in Medical Research. 27, 4, p. 1153-1167 15 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
2017
Predicting pregnancy outcomes using longitudinal information: a penalized splines mixed-effects model approach
De la Cruz, R., Fuentes, C., Meza, C., Lee, D. J. & Arribas-Gil, A., 15 Jun 2017, In: Statistics in Medicine. 36, 13, p. 2120-2134 15 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
2016
Bayesian regression analysis of data with random effects covariates from nonlinear longitudinal measurements
De la Cruz, R., Meza, C., Arribas-Gil, A. & Carroll, R. J., 1 Jan 2016, In: Journal of Multivariate Analysis. 143, p. 94-106 13 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Early child development inequalities and associated factors between public and private providers at metropolitan region in Chile
Translated title of the contribution :Early child development inequalities and associated factors between public and private providers at metropolitan region in Chile Research output: Contribution to journal › Article › peer-review
Open Access16 Scopus citations -
Study protocol for the Maule Cohort (MAUCO) of chronic diseases, Chile 2014-2024
Ferreccio, C., Roa, J. C., Bambs, C., Vives, A., Corvalán, A. H., Cortés, S., Foerster, C., Acevedo, J., Huidobro, A., Passi, A., Toro, P., Covacevich, Y., De La Cruz, R., Koshiol, J., Olivares, M., Miquel, J. F., Cruz, F., Silva, R., Quest, A. F. & Kogan, M. J. & 2 others, , 4 Feb 2016, In: BMC Public Health. 16, 1, 122.Research output: Contribution to journal › Article › peer-review
Open Access35 Scopus citations -
2015
Classification of longitudinal data through a semiparametric mixed-effects model based on lasso-type estimators
Arribas-Gil, A., De la Cruz, R., Lebarbier, E. & Meza, C., 1 Jun 2015, In: Biometrics. 71, 2, p. 333-343 11 p.Research output: Contribution to journal › Article › peer-review
11 Scopus citations -
2014
Bayesian analysis for nonlinear mixed-effects models under heavy-tailed distributions.
De la Cruz, R., 2014, In: Pharmaceutical statistics. 13, 1, p. 81-93 13 p.Research output: Contribution to journal › Article › peer-review
14 Scopus citations -
Epidemiología de neutropenia febril en pacientes adultos con leucemia aguda y linfoma. Estudio de cohorte en hospitales público y privado de Santiago, Chile
Translated title of the contribution :Epidemiology of febrile neutropenia in adult patients with acute leukemia and lymphoma. Cohort study of public and private hospital of Santiago, Chile Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
2012
Estimation in nonlinear mixed-effects models using heavy-tailed distributions
Meza, C., Osorio, F. & De la Cruz, R., Jan 2012, In: Statistics and Computing. 22, 1, p. 121-139 19 p.Research output: Contribution to journal › Article › peer-review
57 Scopus citations -
2011
Allelic variants of melanocortin 3 receptor gene (MC3R) and weight loss in obesity: A randomised trial of hypo-energetic high- versus low-fat diets
Santos, J. L., de la Cruz, R., Holst, C., Grau, K., Naranjo, C., Maiz, A., Astrup, A., Saris, W. H. M., MacDonald, I., Oppert, J. M., Hansen, T., Pedersen, O., Sorensen, T. I. A. & Martinez, J. A., 2011, In: PLoS ONE. 6, 6, e19934.Research output: Contribution to journal › Article › peer-review
Open Access24 Scopus citations -
Logistic regression when covariates are random effects from a non-linear mixed model
De la Cruz, R., Marshall, G. & Quintana, F. A., Sep 2011, In: Biometrical Journal. 53, 5, p. 735-749 15 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
On an extension of the von Mises distribution due to Batschelet
Pewsey, A., Shimizu, K. & de la Cruz, R., May 2011, In: Journal of Applied Statistics. 38, 5, p. 1073-1085 13 p.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
2010
Hacia la evaluación de "Chile Crece Contigo": Resultados psicosociales del estudio piloto
Translated title of the contribution :Preliminary report of a governmental program on children psychosocial development care in chile Research output: Contribution to journal › Letter › peer-review
3 Scopus citations -
Medical and surgical treatments for obesity have opposite effects on peptide YY and appetite: A prospective study controlled for weight loss
Valderas, J. P., Irribarra, V., Boza, C., De La Cruz, R., Liberona, Y., Acosta, A. M., Yolito, M. & Maiz, A., Mar 2010, In: Journal of Clinical Endocrinology and Metabolism. 95, 3, p. 1069-1075 7 p.Research output: Contribution to journal › Article › peer-review
Open Access81 Scopus citations -
2009
Bayesian analysis for nonlinear regression model under Skewed errors, with application in growth curves
De la Cruz, R. & Branco, M. D., Aug 2009, In: Biometrical Journal. 51, 4, p. 588-609 22 p.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
Discriminant analysis for longitudinal data with multiple continuous responses and possibly missing data
Marshall, G., De La Cruz-Mesía, R., Quintana, F. A. & Barón, A. E., Mar 2009, In: Biometrics. 65, 1, p. 69-80 12 p.Research output: Contribution to journal › Article › peer-review
22 Scopus citations -
2008
Bayesian non-linear regression models with skew-elliptical errors: Applications to the classification of longitudinal profiles
De la Cruz, R., 15 Dec 2008, In: Computational Statistics and Data Analysis. 53, 2, p. 436-449 14 p.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
Model-based clustering for longitudinal data
De la Cruz-Mesía, R., Quintana, F. A. & Marshall, G., 1 Jan 2008, In: Computational Statistics and Data Analysis. 52, 3, p. 1441-1457 17 p.Research output: Contribution to journal › Article › peer-review
42 Scopus citations -
2007
A model-based approach to Bayesian classification with applications to predicting pregnancy outcomes from longitudinal β-hCG profiles
De La Cruz-Mesía, R. & Quintana, F. A., Apr 2007, In: Biostatistics. 8, 2, p. 228-238 11 p.Research output: Contribution to journal › Article › peer-review
Open Access17 Scopus citations -
Semiparametric Bayesian classification with longitudinal markers
De La Cruz-Mesía, R., Quintana, F. A. & Müller, P., Mar 2007, In: Journal of the Royal Statistical Society. Series C: Applied Statistics. 56, 2, p. 119-137 19 p.Research output: Contribution to journal › Article › peer-review
Open Access37 Scopus citations -
2006
Non-linear random effects model for multivariate responses with missing data
Marshall, G., De la Cruz-Mesía, R., Barón, A. E., Rutledge, J. H. & Zerbe, G. O., 30 Aug 2006, In: Statistics in Medicine. 25, 16, p. 2817-2830 14 p.Research output: Contribution to journal › Article › peer-review
38 Scopus citations -
Non-linear random effects models with continuous time autoregressive errors: A Bayesian approach
De la Cruz-Mesía, R. & Marshall, G., 15 May 2006, In: Statistics in Medicine. 25, 9, p. 1471-1484 14 p.Research output: Contribution to journal › Article › peer-review
29 Scopus citations -
2003
A Bayesian approach for nonlinear regression models with continuous errors
De La Cruz-Mesía, R. & Marshall, G., Aug 2003, In: Communications in Statistics - Theory and Methods. 32, 8, p. 1631-1646 16 p.Research output: Contribution to journal › Article › peer-review
9 Scopus citations