git clone [email protected]:earlywarningtoolbox/earlywarnings-R.git
./build.sh
## Loading required package: ggplot2
## Loading required package: moments
## Loading required package: tgp
## Loading required package: tseries
## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo
##
## earlywarnings Copyright (C) 2011-2022 Vasilis Dakos and Leo Lahti
## http://www.early-warning-signals.org
Potential analysis, used for instance in [Hirota et al. Science, 2011, 334, 232-235.]
# Create simulated example data
X <- c(rnorm(1000, mean = 0), rnorm(1000, mean = -2),
rnorm(1000, mean = 2))
param <- seq(0,5,length=3000)
# Run potential analysis
res <- movpotential_ews(X, param)
# Visualize
p <- PlotPotential(res$res, title = '',
xlab.text = '', ylab.text = '',
cutoff = 0.5, plot.contours = TRUE, binwidth = 0.2)
print(p)
This work can be freely used, modified and distributed under the Two-clause (Free)BSD license.
Kindly cite the work as ‘Vasilis Dakos and Leo Lahti (2014). earlywarnings R package. URL: https://github.com/earlywarningtoolbox/earlywarnings-R’.
## Warning in person1(given = given[[i]], family = family[[i]], middle =
## middle[[i]], : It is recommended to use 'family' instead of 'last'.
## Warning in person1(given = given[[i]], family = family[[i]], middle =
## middle[[i]], : It is recommended to use 'family' instead of 'last'.
## To cite earlywarnings in publications use:
##
## To see these entries in BibTeX format, use 'print(<citation>,
## bibtex=TRUE)', 'toBibtex(.)', or set
## 'options(citation.bibtex.max=999)'.
This vignette was created with
## R version 4.4.2 (2024-10-31)
## Platform: x86_64-pc-linux-gnu
## Running under: Ubuntu 24.04.2 LTS
##
## Matrix products: default
## BLAS: /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3
## LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.26.so; LAPACK version 3.12.0
##
## locale:
## [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C
## [3] LC_TIME=en_US.UTF-8 LC_COLLATE=C
## [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
## [7] LC_PAPER=en_US.UTF-8 LC_NAME=C
## [9] LC_ADDRESS=C LC_TELEPHONE=C
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
##
## time zone: Etc/UTC
## tzcode source: system (glibc)
##
## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
##
## other attached packages:
## [1] earlywarnings_1.1.29 tseries_0.10-58 tgp_2.4-23
## [4] moments_0.14.1 ggplot2_3.5.1
##
## loaded via a namespace (and not attached):
## [1] sass_0.4.9 nortest_1.0-4 KernSmooth_2.23-26 lattice_0.22-6
## [5] digest_0.6.37 magrittr_2.0.3 evaluate_1.0.3 grid_4.4.2
## [9] maptree_1.4-8 maps_3.4.2.1 fastmap_1.2.0 jsonlite_1.9.0
## [13] som_0.3-5.2 spam_2.11-1 viridisLite_0.4.2 scales_1.3.0
## [17] isoband_0.2.7 jquerylib_0.1.4 cli_3.6.4 rlang_1.1.5
## [21] Kendall_2.2.1 munsell_0.5.1 withr_3.0.2 cachem_1.1.0
## [25] yaml_2.3.10 tools_4.4.2 colorspace_2.1-1 boot_1.3-31
## [29] curl_6.2.1 buildtools_1.0.0 vctrs_0.6.5 R6_2.6.1
## [33] rpart_4.1.24 zoo_1.8-13 lifecycle_1.0.4 cluster_2.1.8
## [37] pkgconfig_2.0.3 pillar_1.10.1 bslib_0.9.0 gtable_0.3.6
## [41] Rcpp_1.0.14 glue_1.8.0 quantmod_0.4.26 fields_16.3
## [45] xfun_0.51 tibble_3.2.1 lmtest_0.9-40 sys_3.4.3
## [49] knitr_1.49 farver_2.1.2 htmltools_0.5.8.1 labeling_0.4.3
## [53] rmarkdown_2.29 xts_0.14.1 maketools_1.3.2 dotCall64_1.2
## [57] compiler_4.4.2 quadprog_1.5-8 TTR_0.24.4