Description Usage Arguments Value
Fit a Gaussian model to a set of channels
1 |
X |
- cell-by-channel data frame of marker expression |
cid |
- column name or index that contains cell IDs |
... |
- columns to fit a GMM to |
bounds |
- [optional] Two values specifying the range of values to be used for mixture modeling. This allows for exclusion of outliers from model fitting. Calculated automatically, if not provided. |
baseline |
- [optional] baseline for automatic boundary calculation |
mu_init |
- [optional] vector of two values, each between 0 and 1, specifying the initial placement of Gaussian means. |
seed |
- [optional] random seed to allow for reproducibility |
A composite data frame containing trained GMMs and their fits to data
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