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dataSDA v0.2.2

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@hanmingwu1103 hanmingwu1103 released this 19 Feb 22:40
· 23 commits to master since this release
v0.2.2
ee2023d

New datasets (17 added, 105 total)

17 new datasets from R packages (intkrige, RSDA, MAINT.Data, GPCSIV, HistDAWass, symbolicDA), the Billard & Diday (2007) textbook, and the QualAr Portuguese air quality network.

Interval-valued (12)

  • utsnow.int — 415 Utah weather stations with snow load prediction intervals (from intkrige)
  • lynne1.int — 10 observations with pulse/blood pressure intervals (from RSDA)
  • loans_by_risk_quantile.int — 35 Lending Club loan groups with quantile-based intervals (from MAINT.Data)
  • judge1.int, judge2.int, judge3.int — 6 regions × 4 interval variables (from GPCSIV)
  • video1.int, video2.int, video3.int — 10 user groups × 5 engagement intervals (from GPCSIV)
  • lisbon_air_quality.int — 1096 daily observations of 8 pollutant intervals (QualAr)

Histogram-valued (4)

  • blood.hist — 14 gender-age groups with 3 blood test histograms (from HistDAWass)
  • china_climate_month.hist — 60 stations × 168 monthly climate histograms (from HistDAWass)
  • china_climate_season.hist — 60 stations × 56 seasonal climate histograms (from HistDAWass)
  • exchange_rate_returns.hist — 108 monthly return histograms (from HistDAWass)

Mixed symbolic (1)

  • polish_cars.mix — 30 car models with 9 interval + 3 multinomial variables (from symbolicDA)

From Billard & Diday (2007) (2)

  • hierarchy.hist — 10 observations with hierarchical categories and conditional histograms (Table 6.20)
  • bird_color_taxonomy.hist — 20 birds with density/size histograms and fuzzy shade taxonomy (Tables 6.9/6.14)

Quality

  • All 517 tests pass
  • R CMD check: 0 errors, 0 warnings, 0 notes
Assets 4
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