I'm trying to understand how R2, or the coefficient of determination, is calculated. I want to know the specific formula or method used to determine this statistical measure.
7 answers
Valentina
Tue Dec 10 2024
R squared, denoted as R 2, is a statistical measure used to evaluate the goodness of fit of a regression model.
SsangyongSpirit
Tue Dec 10 2024
It is calculated as one minus the ratio of the sum squared regression (SSR) to the total sum of squares (SST).
BlockchainLegendary
Tue Dec 10 2024
The sum squared regression represents the sum of the squared differences between the observed values and the predicted values from the regression model.
CryptoTitaness
Mon Dec 09 2024
The total sum of squares, on the other hand, is the sum of the squared differences between the observed values and the mean of the observed values.
CryptoMystic
Mon Dec 09 2024
In mathematical terms, R 2 is expressed as 1 minus the sum of squared residuals divided by the sum of squared deviations from the mean.