This document reproduces the example “Disasters worldwide from 1900-2008” presented in the paper “Probabilistic archetypal analysis” by Seth and Eugster (2014). The Rmd file lists the corresponding R code.
emdata.csvDisaster_paa.mat
| A1 | A2 | A3 | A4 | A5 | A6 | A7 | |
|---|---|---|---|---|---|---|---|
| ComplexDisasters | 0.00 | 1.09 | 0.00 | 0.00 | 0.12 | 0.00 | 0.00 |
| Drought | 0.00 | 2.23 | 9.42 | 10.59 | 17.20 | 4.74 | 0.00 |
| Earthquake | 0.00 | 0.70 | 0.00 | 1.11 | 64.64 | 67.43 | 0.00 |
| Epidemic | 0.00 | 7.59 | 16.64 | 25.97 | 15.20 | 16.83 | 0.00 |
| ExtremeTemperature | 0.00 | 0.00 | 0.00 | 0.00 | 25.61 | 0.14 | 3.09 |
| Flood | 0.00 | 13.72 | 15.32 | 29.47 | 177.29 | 96.61 | 9.28 |
| IndustrialAccident | 0.00 | 0.76 | 0.81 | 0.88 | 200.79 | 12.88 | 1.03 |
| InsectInfestation | 0.00 | 0.00 | 5.41 | 0.00 | 0.47 | 0.49 | 0.00 |
| MassMovementDry | 0.00 | 0.00 | 0.00 | 0.00 | 3.34 | 1.92 | 0.00 |
| MassMovementWet | 0.00 | 0.00 | 0.00 | 0.88 | 21.57 | 34.49 | 0.00 |
| MiscellaneousAccident | 0.00 | 1.42 | 1.87 | 6.69 | 92.79 | 16.46 | 1.03 |
| Storm | 4.66 | 2.91 | 1.17 | 0.87 | 349.93 | 9.56 | 1.03 |
| TransportAccident | 0.80 | 4.59 | 15.73 | 27.55 | 228.17 | 97.95 | 1.03 |
| Volcano | 0.00 | 0.00 | 0.00 | 0.00 | 1.06 | 26.56 | 0.00 |
| Wildfire | 0.00 | 0.07 | 0.00 | 0.00 | 34.75 | 5.09 | 1.03 |
