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  1. LASSO regularization for censored regression and high-dimensional predictors

    Article • Journal of Statistical Computation and Simulation, May 2025, Taylor & Francis

    Mauricio Castro

  2. Autoregressive Bayesian modeling of censored HIV longitudinal data using the multivariate Student’s-t distribution

    Article • Japanese Journal of Statistics and Data Science, March 2025, Springer Science + Business Media

    Mauricio Castro

  3. Identifying outbreaks in sewer networks: An adaptive sampling scheme under network’s uncertainty

    Article • Proceedings of the National Academy of Sciences, March 2024, Proceedings of the National Academy of Sciences

    Alejandro Jara, Mauricio Castro

  4. A Censored Time Series Analysis for Responses on the Unit Interval: An Application to Acid Rain Modeling

    Article • Sankhya A, February 2024, Springer Science + Business Media

    Mauricio Castro

  5. Mixtures of t$$ t $$ factor analysers with censored responses and external covariates: An application to educational data from Peru

    Article • British Journal of Mathematical and Statistical Psychology, December 2023, Wiley

    Mauricio Castro

  6. Bayesian multivariate nonlinear mixed models for censored longitudinal trajectories with non-monotone missing values

    Article • Metrika, October 2023, Springer Science + Business Media

    Mauricio Castro

  7. A Bayesian approach for mixed effects state‐space models under skewness and heavy tails

    Article • Biometrical Journal, October 2023, Wiley

    Mauricio Castro

  8. Modeling Point Referenced Spatial Count Data: A Poisson Process Approach

    Article • Journal of the American Statistical Association, November 2022, Taylor & Francis

    Mauricio Castro

  9. The skew-t censored regression model: parameter estimation via an EM-type algorithm

    Article • Communications for Statistical Applications and Methods, May 2022, Communications for Statistical Applications and Methods

    Mauricio Castro

  10. Extending multivariate Student's‐t$$ t $$ semiparametric mixed models for longitudinal data with censored responses and heavy tails

    Article • Statistics in Medicine, May 2022, Wiley

    Mauricio Castro

  11. Humoral immune-response to a SARS-CoV-2-BNT162b2 booster in inflammatory arthritis patients who received an inactivated virus vaccine

    Article • Annals of the Rheumatic Diseases, April 2022, BMJ

    Mauricio Castro

  12. Joint Random Partition Models for Multivariate Change Point Analysis

    Article • Bayesian Analysis, January 2022, Institute of Mathematical Statistics

    Mauricio Castro

  13. Moments of the doubly truncated selection elliptical distributions with emphasis on the unified multivariate skew-t distribution

    Article • Journal of Multivariate Analysis, December 2021, Elsevier

    Mauricio Castro

  14. Bregman divergence to generalize Bayesian influence measures for data analysis

    Article • Journal of Statistical Planning and Inference, July 2021, Elsevier

    Mauricio Castro

  15. Extending finite mixtures of t linear mixed-effects models with concomitant covariates

    Article • Computational Statistics & Data Analysis, August 2020, Elsevier

    Mauricio Castro

  16. Mixtures of factor analyzers with covariates for modeling multiply censored dependent variables

    Article • Statistical Papers, May 2020, Springer Science + Business Media

    Mauricio Castro

  17. Bayesian analysis of survival data with missing censoring indicators

    Article • Biometrics, May 2020, Wiley

    Mauricio Castro

  18. Model-based clustering of censored data via mixtures of factor analyzers

    Article • Computational Statistics & Data Analysis, December 2019, Elsevier

    Mauricio Castro

  19. Flexible longitudinal linear mixed models for multiple censored responses data

    Article • Statistics in Medicine, November 2018, Wiley

    Mauricio Castro

  20. Multivariate measurement error models based on Student-t distribution under censored responses

    Article • Statistics, October 2018, Taylor & Francis

    Mauricio Castro

  21. Heavy-tailed longitudinal regression models for censored data: a robust parametric approach

    Article • Test, August 2018, Springer Science + Business Media

    Mauricio Castro

  22. Influence diagnostics for censored regression autoregressive models

    Article • Australian & New Zealand Journal of Statistics, May 2018, Wiley

    Fernanda Lang Schumacher, Mauricio Castro

  23. Flexible modeling of complex HIV data

    Article • Statistical Methods in Medical Research, March 2018, SAGE Publications

    Mauricio Castro

  24. Mixtures of restricted skew-t factor analyzers with common factor loadings

    Article • Advances in Data Analysis and Classification, March 2018, Springer Science + Business Media

    Mauricio Castro

  25. Quantile regression for nonlinear mixed effects models: a likelihood based perspective

    Article • Statistical Papers, February 2018, Springer Science + Business Media

    Mauricio Castro

  26. Bayesian inference on multivariate-$t$ nonlinear mixed-effects models for multiple longitudinal data with missing values

    Article • Statistics and Its Interface, January 2018, International Press of Boston

    Mauricio Castro

  27. Automated learning of t factor analysis models with complete and incomplete data

    Article • Journal of Multivariate Analysis, September 2017, Elsevier

    Mauricio Castro

  28. Robust quantile regression using a generalized class of skewed distributions

    Article • Stat, January 2017, Wiley

    Mauricio Castro

  29. A Confidence Set Analysis for Observed Samples: A Fuzzy Set Approach

    Article • Entropy, May 2016, MDPI AG

    Mauricio Castro

  30. Censored mixed-effects models for irregularly observed repeated measures with applications to HIV viral loads

    Article • Test, March 2016, Springer Science + Business Media

    Mauricio Castro

  31. Influence assessment in censored mixed-effects models using the multivariate Student’s-t distribution

    Article • Journal of Multivariate Analysis, October 2015, Elsevier

    Mauricio Castro

  32. Robust Joint Non-linear Mixed-Effects Models and Diagnostics for Censored HIV Viral Loads with CD4 Measurement Error

    Article • Journal of Agricultural Biological and Environmental Statistics, January 2015, Springer Science + Business Media

    Mauricio Castro

  33. Conditional Predictive Inference for Beta Regression Model with Autoregressive Errors

    Article • January 2015, Springer Science + Business Media

    Mauricio Castro

  34. Censored linear regression models for irregularly observed longitudinal data using the multivariate-t distribution

    Article • Statistical Methods in Medical Research, October 2014, SAGE Publications

    Mauricio Castro

  35. Likelihood-based inference for Tobit confirmatory factor analysis using the multivariate Student-t distribution

    Article • Statistics and Computing, September 2014, Springer Science + Business Media

    Mauricio Castro

  36. Partially linear censored regression models using heavy-tailed distributions: A Bayesian approach

    Article • Statistical Methodology, May 2014, Elsevier

    Mauricio Castro

  37. Bayesian modeling of autoregressive partial linear models with scale mixture of normal errors

    Article • Journal of Applied Statistics, August 2013, Taylor & Francis

    Dr Ronaldo Dias, Mauricio Castro

  38. Bayesian inference in nonlinear mixed-effects models using normal independent distributions

    Article • Computational Statistics & Data Analysis, August 2013, Elsevier

    Mauricio Castro

  39. Change Point Detection in The Skew-Normal Model Parameters

    Article • Communication in Statistics- Theory and Methods, February 2013, Taylor & Francis

    Mauricio Castro

  40. A note on the parameterization of multivariate skewed-normal distributions

    Article • Brazilian Journal of Probability and Statistics, February 2013, Institute of Mathematical Statistics

    Mauricio Castro

  41. Identification of the 1PL Model with Guessing Parameter: Parametric and Semi-parametric Results

    Article • Psychometrika, February 2013, Springer Science + Business Media

    Mauricio Castro

  42. Epsilon half-normal model: Properties and inference

    Article • Computational Statistics & Data Analysis, December 2012, Elsevier

    Mauricio Castro

  43. Student-t censored regression model: properties and inference

    Article • Statistical Methods & Applications, June 2012, Springer Science + Business Media

    Mauricio Castro

  44. Skew-normal/independent linear mixed models for censored responses with applications to HIV viral loads

    Article • Biometrical Journal, May 2012, Wiley

    Mauricio Castro

  45. Bayesian modeling of censored partial linear models using scale-mixtures of normal distributions

    Article • January 2012, American Institute of Physics

    Mauricio Castro

  46. Properties and Inference on the Skew-Curved-Symmetric Family of Distributions

    Article • Communication in Statistics- Theory and Methods, February 2010, Taylor & Francis

    Mauricio Castro

  47. Bayesian inference for shape mixtures of skewed distributions, with application to regression analysis

    Article • Bayesian Analysis, September 2008, Institute of Mathematical Statistics

    Mauricio Castro