Book in Preparation
Vallejos, R., Osorio, F., Bevilacqua, M. (2018).
Spatial Relationships Between Two Georeferenced Variables: with Applications in R.
To appear in Springer. Number of pages: ≈ 230.
This book is about how to assess the correlation between two spatial processes.
The book describes several different scenarios in which the correlation between
two or more sequences is computed. This includes, for instance, useful material
for people interested in spatial statistics, time series and image analysis.
Publications
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Acosta, J., Osorio, F., Vallejos, R. (2016).
Effective sample size for line transect sampling models with an application to marine macroalgae.
Journal of Agricultural, Biological, and Environmental Statistics
21 (3), 407-425.
Preprint:
| Citations: 2.
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Acevedo, C., Tomic, G., Santander, R., Creixell, W., Osorio, F., Sánchez, E. (2016).
A Chemometrics approach to analysis volatile molecules released by post-mortem bovine fast-twitch muscles.
CyTA - Journal of Food
14 (3), 399-404.
Preprint:
.
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Osorio, F. (2016).
Influence diagnostics for robust P-splines using scale mixture of normal distributions.
Annals of the Institute of Statistical Mathematics
68 (3), 589-619.
Preprint:
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Supplementary:
| Citations: 1.
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Vallejos, R., Osorio, F., Mancilla, D. (2015).
The codispersion map: a graphical tool to visualize the association between two spatial variables.
Statistica Neerlandica
69 (3), 298-314.
Preprint:
| Citations: 3.
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Vallejos, R., Osorio, F. (2014).
Effective sample size of spatial process models.
Spatial Statistics
9, 66-92.
Preprint:
| Citations: 5.
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Meza, C., Osorio, F., De la Cruz, R. (2012).
Estimation in nonlinear mixed-effects models using heavy-tailed distributions.
Statistics and Computing
22 (1), 121-139.
Preprint:
| Citations: 21.
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Osorio, F., Paula, G.A., Galea, M. (2009).
On estimation and influence diagnostics for the Grubbs' model under heavy-tailed distributions.
Computational Statistics & Data Analysis
53 (4), 1249-1263.
Preprint:
| Citations: 14.
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Cademartori, D., Navia, R., Galea, M., Osorio, F. (2008).
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.
Applied Economics Letters
15 (9), 707-712.
Preprint:
.
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Osorio, F., Paula, G.A., Galea, M. (2007).
Assessment of local influence in elliptical linear models with longitudinal structure.
Computational Statistics & Data Analysis
51 (9), 4354-4368.
Preprint:
| Citations: 57.
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Osorio, F., Galea, M. (2006).
Detection of a change-point in Student-t linear regression models.
Statistical Papers
47 (1), 31-38.
Preprint:
| Citations: 12.
Unpublished Manuscripts
Osorio, F., Vallejos, R., Cuevas, F. (2016).
SpatialPack: Computing the association between two spatial processes.
arXiv:1611.05289
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E-print:
Conference Proceedings
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Osorio, F. (2011).
Smoothing parameter selection and outliers accommodation for smoothing splines.
In Proceedings of the 58th World Statistics Congress
of the International Statistical Institute, Dublin, Ireland. Session CPS008, 6037-6042.
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De la Cruz, R., Eyheramendy, S., Meza, C., Osorio, F. (2010).
Exact estimation procedures in a spatial mixed-effects probit model with binary outcomes.
In JSM Proceedings
, Statistical Computing Section. Alexandria, VA:
American Statistical Association. 3629-3637.
E-print: