Table 1 Simulation result of mixture proportion
From: Model-based clustering for flow and mass cytometry data with clinical information
cluster | 1 | 2 | 3 | 4 |
|---|---|---|---|---|
| Â | category 1 | |||
true value | 0.1 | 0.2 | 0.3 | 0.4 |
mean (LAMBDA) | 0.10 | 0.20 | 0.30 | 0.40 |
mean (GMM) | 0.10 | 0.20 | 0.31 | 0.39 |
SE (LAMBDA) | 0.01 | 0.02 | 0.00 | 0.01 |
SE (GMM) | 0.01 | 0.04 | 0.03 | 0.03 |
| Â | category 2 | |||
true value | 0.25 | 0.25 | 0.25 | 0.25 |
mean (LAMBDA) | 0.24 | 0.26 | 0.25 | 0.25 |
mean (GMM) | 0.25 | 0.26 | 0.24 | 0.24 |
SE (LAMBDA) | 0.04 | 0.04 | 0.03 | 0.01 |
SE (GMM) | 0.03 | 0.04 | 0.03 | 0.06 |