Package: scanstatistics 1.1.1

Paul Romer Present

scanstatistics: Space-Time Anomaly Detection using Scan Statistics

Detection of anomalous space-time clusters using the scan statistics methodology. Focuses on prospective surveillance of data streams, scanning for clusters with ongoing anomalies. Hypothesis testing is made possible by Monte Carlo simulation. Allévius (2018) <doi:10.21105/joss.00515>.

Authors:Benjamin Allévius [aut], Paul Romer Present [ctb, cre]

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scanstatistics.pdf |scanstatistics.html✨
scanstatistics/json (API)
NEWS

# Install 'scanstatistics' in R:
install.packages('scanstatistics', repos = c('https://promerpr.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/promerpr/scanstatistics/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • NM_geo - Longitude and latitude of New Mexico county seats.
  • NM_map - Data to plot the counties of New Mexico.
  • NM_popcas - Population and brain cancer cases in New Mexico counties during 1973-1991.

On CRAN:

4.81 score 1 stars 43 scripts 238 downloads 23 exports 30 dependencies

Last updated 2 years agofrom:d3f0113c62. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 25 2024
R-4.5-win-x86_64NOTEOct 25 2024
R-4.5-linux-x86_64NOTEOct 25 2024
R-4.4-win-x86_64NOTEOct 25 2024
R-4.4-mac-x86_64NOTEOct 25 2024
R-4.4-mac-aarch64NOTEOct 25 2024
R-4.3-win-x86_64NOTEOct 25 2024
R-4.3-mac-x86_64NOTEOct 25 2024
R-4.3-mac-aarch64NOTEOct 25 2024

Exports:coords_to_knndf_to_matrixdist_to_knnflexible_zonesget_zero_indicesget_zonegumbel_pvalueknn_zonesmc_pvaluescan_bayes_negbinscan_bayes_negbin_cppscan_eb_negbinscan_eb_negbin_cppscan_eb_poissonscan_eb_poisson_cppscan_eb_zipscan_eb_zip_cppscan_pb_perm_cppscan_pb_poissonscan_pb_poisson_cppscan_permutationscore_locationstop_clusters

Dependencies:clicpp11dplyrfansigenericsglueismevlatticelifecyclemagrittrMatrixmgcvnlmepillarpkgconfigplyrpurrrR6RcppRcppArmadillorlangsetsstringistringrtibbletidyrtidyselectutf8vctrswithr

Introduction to scanstatistics

Benjamin Allévius

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2022-10-24
Started: 2016-09-27