Residual variance
Term · Meteorology and atmospheric science · MLC-T-MET-008528
The portion of the total variance in a dependent variable that is not explained by the independent variables in a statistical model. It represents the variability in the data that remains after accounting for the model's predictions. A lower residual variance indicates a better fit of the model to the observed data.
| Identifier | MLC-T-MET-008528 |
|---|---|
| Field | Meteorology and atmospheric science |
| Synonyms | unexplained variance |
| See also | Mean-square error |
Record as JSON
{
"id": "MLC-T-MET-008528",
"term": "Residual variance",
"field": "Meteorology and atmospheric science",
"definition": "The portion of the total variance in a dependent variable that is not explained by the independent variables in a statistical model. It represents the variability in the data that remains after accounting for the model's predictions. A lower residual variance indicates a better fit of the model to the observed data.",
"synonyms": [
"unexplained variance"
],
"see_also": [
"mean-square error"
],
"url": "https://mlchart.com/terminology/meteorology/residual-variance/"
}
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