# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "spatemR" in publications use:' type: software license: GPL-3.0-or-later title: 'spatemR: Generalized Spatial Autoregresive Models for Mean and Variance' version: 1.3.0 doi: 10.1016/j.spasta.2024.100864 identifiers: - type: doi value: 10.32614/CRAN.package.spatemR abstract: 'Modeling spatial dependencies in dependent variables, extending traditional spatial regression approaches. It allows for the joint modeling of both the mean and the variance of the dependent variable, incorporating semiparametric effects in both models. Based on generalized additive models (GAM), the package enables the inclusion of non-parametric terms while maintaining the classical theoretical framework of spatial regression. Additionally, it implements the Generalized Spatial Autoregression (GSAR) model, which extends classical methods like logistic Spatial Autoregresive Models (SAR), probit Spatial Autoregresive Models (SAR), and Poisson Spatial Autoregresive Models (SAR), offering greater flexibility in modeling spatial dependencies and significantly improving computational efficiency and the statistical properties of the estimators. Related work includes: a) J.D. Toloza-Delgado, Melo O.O., Cruz N.A. (2024). "Joint spatial modeling of mean and non-homogeneous variance combining semiparametric SAR and GAMLSS models for hedonic prices". . b) Cruz, N. A., Toloza-Delgado, J. D., Melo, O. O. (2024). "Generalized spatial autoregressive model". .' authors: - family-names: Cruz Gutierrez given-names: Nelson Alirio email: nelson-alirio.cruz@uib.es - family-names: Melo given-names: Oscar Orlando email: oomelom@unal.edu.co - family-names: Toloza-Delgado given-names: Jurgen email: jdtolozad@unal.edu.co preferred-citation: type: article title: Joint spatial modeling of mean and non-homogeneous variance combining semiparametric SAR and GAMLSS models for hedonic prices authors: - family-names: Cruz Gutierrez given-names: Nelson Alirio email: neacruzgu@unal.edu.co - family-names: Melo given-names: Oscar Orlando email: oomelom@unal.edu.co - family-names: Toloza-Delgado given-names: Jurgen email: jdtolozad@unal.edu.co journal: Spatial Statistics year: '2025' volume: '65' url: https://doi.org/10.1016/j.spasta.2024.100864 start: '100864' doi: 10.1016/j.spasta.2024.100864 repository: https://cruzalirio.r-universe.dev commit: f63261fa6d19b6dd6ae6b641a00dbc2f30f3e604 date-released: '2026-04-16' contact: - family-names: Cruz Gutierrez given-names: Nelson Alirio email: nelson-alirio.cruz@uib.es