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Insang Song

  • Interested in spatiotemporal analysis, causal inference, spatial data science, and environmental health
  • Please refer to my curriculum vitae and my personal website
  • Please refer to my publication records and academic portfolio in ResearchGate or Google Scholar
  • I use and learn R (and Rcpp), Python, and Julia

Insang Song's Projects

autostk icon autostk

automatic spatio-temporal kriging - additional functionality for `automap` package

beethoven icon beethoven

BEETHOVEN is: Building an Extensible, rEproducible, Test-driven, Harmonized, Open-source, Versioned, ENsemble model for air quality

cancerclusteringkr icon cancerclusteringkr

Spatial clustering analysis of cancer incidence and mortality in South Korea with spatial scan statistic

chopin icon chopin

Scalable GIS methods for environmental and climate data analysis

covid19seoul icon covid19seoul

Miscellaneous code for analyzing COVID-19 in Seoul, Republic of Korea

ezsurfer icon ezsurfer

easy perspective plot for physical geographers

gmisc icon gmisc

Miscellaneous geographic analysis codes (satellite data processing, visualization, etc)

gstat icon gstat

Spatial and spatio-temporal geostatistical modelling, prediction and simulation

mim-greenspace-pnw icon mim-greenspace-pnw

Spatial disparity in tract-level associations between mental illness mortality and greenspace exposure in the Pacific Northwest

misu-unemployment-us icon misu-unemployment-us

Spatiotemporal variability in the association between mental illness and substance use mortality and unemployment in the contiguous US

nlinteraction icon nlinteraction

R package to implement nonlinear, interaction models with variable selection

rflexscan icon rflexscan

Analyze spatial count data using the flexible spatial scan statistic

sac_prediction icon sac_prediction

Spatial autocorrelation and predictability of model performance for socioeconomic data

scor icon scor

Easy-to-use spatial computation in R

smerc icon smerc

Statistical MEthods for Regional Counts

speed icon speed

Spatially Enhanced and Entropy-Derived Contiguity Matrix (SpEED)

terra icon terra

R package for spatial data handling https://rspatial.github.io/terra/reference/terra-package.html

tune icon tune

Tools for tidy parameter tuning

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