Suggests: Seurat (>= 4.0.0), SeuratObject (>= 4.0.0)

Suggests: Seurat (>= 4.0.0), SeuratObject (>= 4.0.0), sctransform (>=

Title: VAR modelling: estimation, testing, and prediction
Description: Estimation, Hypothesis Testing, Prediction for Stationary Vector Autoregressive Models

Title: VAR Modelling: Estimation, Testing, and Prediction
Description: A collection of the functions for estimation, hypothesis testing, prediction for stationary vector autoregressive models.

Title: Multiple Change Point Detection in Structural VAR Models
person("Peiliang", "Bai", email = "baipl92@ufl.edu", role = c("aut")),
person("Abolfazl", "Safikhani", email = "a.safikhani@ufl.edu", role = c("aut")),
person("George", "Michailidis", email = "gmichail@ufl.edu", role = c("aut")))
Description: Implementations of Thresholded Block Segmentation Scheme (TBSS) and Low-rank plus Sparse Two Step Procedure (LSTSP) algorithms for detecting multiple changes in structural VAR models. The package aims to address the problem of change point detection in piece-wise stationary VAR models, under different settings regarding the structure of their transition matrices (autoregressive dynamics); specifically, the following cases are included: (i) (weakly) sparse, (ii) structured sparse, and (iii) low rank plus sparse. It includes multiple algorithms and related extensions from Safikhani and Shojaie (2020) <doi:10.1080/01621459.2020.1770097> and Bai, Safikhani and Michailidis (2020) <doi:10.1109/TSP.2020.2993145>.
Imports: stats, igraph, pracma, graphics, mvtnorm, ggplot2, glmnet,

Imports: stats, MTS, igraph, pracma, graphics, mvtnorm, sparsevar,

Description: A new mathematical formulation to merge observed data with gridded images of environmental variables using partial differential equations in a variational setting. The original method was created, developed and published by Ulloa, Samaniego, Campozano and Ballari (2018) <doi:10.1002/2017JD027982>.
Imports: raster, pracma, rgl, deldir, grDevices

c(person(given = "Jacinto", family = "Ulloa",
person(given = "Esteban", family = "Samaniego",
person(given = "Lenin", family = "Campozano",
person(given = "Daniela", family = "Ballari",
person(given = "Leandro", family = "Robaina",
person(given = "Ronald", family = "Gualan",
Imports: stats, methods, raster, pracma, rgl, deldir, grDevices, zoo,
sf, gstat, Metrics, hydroGOF, tictoc, cluster, parallel
Suggests: knitr, rmarkdown, rgdal, RFmerge