sensortoolkit.model._sensor_ols.sensor_ols
- sensor_ols(df, ref_df, y_var=None, x_vars=[])[source]
Generates a statsmodels OLS Regressions Results summary for selected x (independent) and y (dependent) variables for sensor data.
- Parameters
df (Pandas Dataframe) – Sensor data.
ref_df (Pandas Dataframe) – Reference data.
y_var (str) – Name of dependent variable (often sensor concentration values).
x_vars (list) – Column names for independent variables (reference conc., met params, etc.).
- Returns
statsmodels.regression.linear_model.RegressionResults instance. See the link below for more info on attributes:
https://www.statsmodels.org/stable/generated/statsmodels.regression. linear_model.RegressionResults.html
- Return type
results