Spss Regression Coefficient. The coefficient for read 335 is statistically significant because its p value of 0 000 is less than 05. Like so 1 point increase on the iq tests corresponds to 0 27 points increase on the job performance test.
For the data at hand the regression equation is cyberloafing 57 039 864 consciousness the residuals statistics show that there no cases with a standardized residual beyond three standard deviations from zero. The b coefficients tell us how many units job performance increases for a single unit increase in each predictor. The coefficient for socst 05 is not statistically significantly different from 0 because its p value is definitely larger than 0 05.
The confidence intervals are related to the p values such that the coefficient will not be statistically significant at alpha 05 if the 95 confidence interval.
Spss regression with default settings results in four tables. The b coefficients tell us how many units job performance increases for a single unit increase in each predictor. Interval these are the 95 confidence intervals for the coefficients. The coefficient for read 335 is statistically significant because its p value of 0 000 is less than 05.