dmit.stats package
Submodules
Module contents
Module containing simple standard statistics functions
- dmit.stats.bias(ref, obs)[source]
calculates the bias between two arrays
- Parameters
ref (list) – Reference list
obs (list) – Comparison list (e.g. Observations)
- Returns
bias – Bias from the two lists.
- Return type
float
- dmit.stats.correlation(x, y)[source]
Calculates the pearson correlation coefficient
- Parameters
x (list) – List of values
y (list) – List of values
- Returns
R – Pearson correlation coefficient for input lists
- Return type
float
- dmit.stats.rmse(model, obs)[source]
Calculates the Root Mean Square Error
- Parameters
model (list) – List containing model values
obs (list) – List containing observations (reference)
- Returns
rmse – Root mean square error
- Return type
float