InstitutoInvestigacionesEconomicasPUCE/geortsBeta: Reconstruction of Geographical Time Series

contains the implementation of methodology created with the objective of the reconstruction of geographical time series from an interpolation-simulation model based on IDW (Inverse distance weighted), Multidimensional Scaling (MDS), STL-Loess (Local Regression ) and Monte Carlo simulation. The package has functions for cleaning time series with missing values, simulation of stationary processes based on their empirical distribution, in addition to the interpolation of the values of these series locally, likewise, it has tools for the visualization of series of time (Images, png, jpg, pdf, vector)), its spatial (geographical) representation and the combination of both visualizations in 3D animation format (spacetime).

Getting started

Package details

AuthorCristian Pachacama [aut,cre] Pedro Páez Pérez [aut] Danilo Loza [ctb] Ana Taipe [ctb]
MaintainerCristian Pachacama <>
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
InstitutoInvestigacionesEconomicasPUCE/geortsBeta documentation built on June 17, 2020, 7:06 a.m.