Felipe Osorio

Publications

Journal articles, books, preprints and other research contributions.

Citation counts are retained from the original page and are not updated automatically.

Book1

Publications20

  1. On the mean-shift outlier model for LAD regression

    Osorio, F.

    Journal of Statistical Computation and Simulation 2026+.

    DOI Preprint Supplement Code

  2. Influence diagnostics for ridge regression using the Kullback-Leibler divergence

    Ogueda, A., Osorio, F.

    Statistical Papers 66, 85. 2025.

    DOI Preprint Supplement Code

  3. Comparing two spatial variables with the probability of agreement

    Acosta, J., Vallejos, R., Ellison, A. M., Osorio, F., de Castro, M.

    Biometrics 80 (1), ujae009. 2024.

    DOI Preprint Supplement arXiv 3 citations

  4. The gradient test statistic for outlier detection in generalized estimating equations

    Osorio, F., Gárate, Á., Russo, C.M.

    Statistics & Probability Letters 209, 110087. 2024.

    DOI Preprint Supplement Code 5 citations

  5. Addressing non-normality in multivariate analysis using the t-distribution

    Osorio, F., Galea, M., Henríquez, C., Arellano-Valle, R.

    AStA Advances in Statistical Analysis 107, 785-813. 2023.

    DOI Preprint Supplement Code 5 citations

  6. Statistical estimation of the structural similarity index for image quality assessment

    Osorio, F., Vallejos, R., Barraza, W., Ojeda, S.M., Landi, M.A.

    Signal, Image and Video Processing 16, 1035-1042. 2022.

    DOI Preprint Supplement Code Video 21 citations

  7. Point-process modeling and divergence measures applied to the characterization of passenger flow patterns of a metro system

    Vidal, G., Yuz, J., Vallejos, R., Osorio, F.

    IEEE Access 10, 26529-26540. 2022.

    DOI Open access PDF 4 citations

  8. Assessing the effective sample size for large spatial datasets: A block likelihood approach

    Acosta, J., Alegría, A., Osorio, F., Vallejos, R.

    Computational Statistics & Data Analysis 162, 107282. 2021.

    DOI Preprint 8 citations

  9. Bilinear form test statistics for extremum estimation

    Crudu, F., Osorio, F.

    Economics Letters 187, 108885. 2020.

    DOI Preprint Supplement Code arXiv 1 citation

  10. Assessment of local influence for the analysis of agreement.

    Leal, C., Galea, M., Osorio, F.

    Biometrical Journal 61 (4), 955-972. 2019.

    DOI Preprint Supplement Code 14 citations

  11. A Chemometrics approach to analysis volatile molecules released by post-mortem bovine fast-twitch muscles.

    Acevedo, C., Tomic, G., Santander, R., Creixell, W., Osorio, F., Sánchez, E.

    CyTA - Journal of Food 14 (3), 399-404. 2016.

    DOI Open access PDF

  12. Effective sample size for line transect sampling models with an application to marine macroalgae.

    Acosta, J., Osorio, F., Vallejos, R.

    Journal of Agricultural, Biological, and Environmental Statistics 21 (3), 407-425. 2016.

    DOI Preprint 9 citations

  13. Influence diagnostics for robust P-splines using scale mixture of normal distributions.

    Osorio, F.

    Annals of the Institute of Statistical Mathematics 68 (3), 589-619. 2016.

    DOI Preprint Supplement 11 citations

  14. The codispersion map: a graphical tool to visualize the association between two spatial variables.

    Vallejos, R., Osorio, F., Mancilla, D.

    Statistica Neerlandica 69 (3), 298-314. 2015.

    DOI Preprint 12 citations

  15. Effective sample size of spatial process models.

    Vallejos, R., Osorio, F.

    Spatial Statistics 9, 66-92. 2014.

    DOI Preprint Video 51 citations

  16. Estimation in nonlinear mixed-effects models using heavy-tailed distributions.

    Meza, C., Osorio, F., De la Cruz, R.

    Statistics and Computing 22 (1), 121-139. 2012.

    DOI Preprint 85 citations

  17. On estimation and influence diagnostics for the Grubbs' model under heavy-tailed distributions.

    Osorio, F., Paula, G.A., Galea, M.

    Computational Statistics & Data Analysis 53 (4), 1249-1263. 2009.

    DOI Preprint 25 citations

  18. Prediction of the economic activity from the short and long-term interest rate differential: New evidences in Chile and the United States of America cases.

    Cademartori, D., Navia, R., Galea, M., Osorio, F.

    Applied Economics Letters 15 (9), 707-712. 2008.

    DOI Preprint

  19. Assessment of local influence in elliptical linear models with longitudinal structure.

    Osorio, F., Paula, G.A., Galea, M.

    Computational Statistics & Data Analysis 51 (9), 4354-4368. 2007.

    DOI Preprint 79 citations

  20. Detection of a change-point in Student-t linear regression models.

    Osorio, F., Galea, M.

    Statistical Papers 47 (1), 31-38. 2006.

    DOI Preprint 24 citations

Submitted Papers3

  • A robust approach for generalized linear models based on maximum Lq-likelihood procedure

    Osorio, F., Galea, M., Giménez, P.

    arXiv Code

  • A new coefficient to measure agreement between continuous variables

    Vallejos, R., Osorio, F., Ferrer, C.

    arXiv Code

  • Evaluating Box-Cox preprocessing for image segmentation across machine learning and deep learning models

    Vallejos, R., Osorio, F., Vidal, S., Britos, G.

    arXiv

Work in Preparation6

  • Local influence in ordinary differential equation models

    Avello, P., Tapia, A., Osorio, F., Galea, M.

  • Assessing influence in generalized linear models based on maximum Lq-likelihood estimation

    Bazurto, Z., Osorio, F., Galarza, C., Galea, M.

  • An invariant modification of the gradient test

    Gárate, Á., Osorio, F., Crudu, F.

    arXiv Code

  • An EM-based approach for influence diagnostics in LAD regression

    Osorio, F., Tapia, A.

  • Assessment of local influence in LAD regression

    Osorio, F., Tapia, A., Liu, S.

  • Novel approaches for validating ordinal regression models and their applications to the study of suicidal behavior

    Tapia, A., Giampaoli, V., Osorio, F., Morales, B., Mendez-Bustos, P.

arXiv Preprint1

  • SpatialPack: Computing the association between two spatial processes

    Osorio, F., Vallejos, R., Cuevas, F.

    2016.

    arXiv 23 citations

Conference Proceedings2

  1. Smoothing parameter selection and outliers accommodation for smoothing splines

    Osorio, F.

    In Proceedings of the 58th World Statistics Congress of the International Statistical Institute, Dublin, Ireland. Session CPS008, 6037-6042. 2011.

  2. Exact estimation procedures in a spatial mixed-effects probit model with binary outcomes

    De la Cruz, R., Eyheramendy, S., Meza, C., Osorio, F.

    In JSM Proceedings , Statistical Computing Section. Alexandria, VA: American Statistical Association. 3629-3637. 2010.

Theses2

  • Influence Diagnostics in Elliptical Mixed-Effects Models

    Osorio, F.

    (in Portuguese) Unpublished Doctoral Thesis. Department of Statistics, University of São Paulo, Brazil. 2006.

    PDF 19 citations

  • Change-point detection in linear regression models with t-independent errors

    Osorio, F.

    (in Spanish) Statistical Engineering degree. Department of Statistics, Universidad de Valparaíso, Chile. 2000.

Google Scholar

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