REGRESSION OF BUREAUCRACY MEASURE (CLERKS) ON SEASONALITY & FIRM SIZE
The regression coefficient of SEASON is negative, as predicted, and statistically significant (p-value = .003)
Dep Var: CLERKS N: 9 Multiple R: 0.890991 Squared multiple R: 0.793865 Adjusted squared multiple R: 0.725153 Standard error of estimate: 1.971748 Effect Coefficient Std Error Std Coef Tolerance t P(2 Tail) CONSTANT 12.947679 1.995512 0.0 . 6.48840 0.00064 SEASON -0.187639 0.039096 -0.947628 0.881276 -4.79947 0.00300 SIZE 0.355040 0.253328 0.276718 0.881276 1.40150 0.21061 Analysis of Variance Source Sum-of-Squares df Mean-Square F-ratio P Regression 89.835484 2 44.917742 11.553542 0.008759 Residual 23.326738 6 3.887790 ------------------------------------------------------------------------------- *** WARNING *** Case 1 has large leverage (Leverage = 0.721845) Case 9 has large leverage (Leverage = 0.719609) Durbin-Watson D Statistic 2.343 First Order Autocorrelation -0.229