Fixed effects estimator allows for differing intercepts by cross-sectional unit slope standard errors in parentheses, p-values in brackets const: -15,289 (23,967) [0,52359] LNASS: 0,4345 (0,022598) [0,00000] RECINV: 0,3398 (0,12219) [0,00546] CUR: -0,028002 (0,0061348) [0,00001] LEV: 0,069764 (0,054916) [0,20407] ROA: -0,20179 (0,065809) [0,00219] DLOSS: 0,03461 (0,016246) [0,03324] DFORSAL: 0,053546 (0,021491) [0,01278] LSEG: 0,07931 (0,034203) [0,02048] GROWTH: -0,018368 (0,010151) [0,07050] TENURE: -0,011688 (0,01172) [0,31870] DBIG4_5: 0,18081 (0,039895) [0,00001] AUDCHG: -0,12002 (0,022799) [0,00000] REPLAG: 0,0002781 (0,00013906) [0,04563] AS5: -0,017445 (0,012247) [0,15445] MW: 0,11478 (0,016905) [0,00000] DMERG: -0,020884 (0,011455) [0,06841] DYEND: 0,34664 (0,089302) [0,00011] fyear: 0,010926 (0,011984) [0,36200] 1576 group means were subtracted from the data Residual variance: 110,685/(4220 - 1594) = 0,0421496 Joint significance of differing group means: F(1575, 2626) = 15,4652 with p-value 0 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the fixed effects alternative.) Breusch-Pagan test statistic: LM = 2278,78 with p-value = prob(chi-square(1) > 2278,78) = 0 (A low p-value counts against the null hypothesis that the pooled OLS model is adequate, in favor of the random effects alternative.) Variance estimators: between = 0,28289 within = 0,0421496 Panel is unbalanced: theta varies across units Random effects estimator allows for a unit-specific component to the error term (standard errors in parentheses, p-values in brackets) const: -2,5777 (20,748) [0,90113] LNASS: 0,50561 (0,008755) [0,00000] RECINV: 0,50545 (0,076628) [0,00000] CUR: -0,031726 (0,0051849) [0,00000] LEV: 0,096235 (0,045549) [0,03468] ROA: -0,24371 (0,060866) [0,00006] DLOSS: 0,052805 (0,015802) [0,00084] DFORSAL: 0,12839 (0,018406) [0,00000] LSEG: 0,19696 (0,022765) [0,00000] GROWTH: -0,023681 (0,0075165) [0,00164] TENURE: -0,013266 (0,010097) [0,18898] DBIG4_5: 0,18834 (0,031143) [0,00000] AUDCHG: -0,1187 (0,022077) [0,00000] REPLAG: 0,00016839 (0,00012896) [0,19172] AS5: -0,018565 (0,012258) [0,12997] MW: 0,13815 (0,016428) [0,00000] Dagicult: -0,49926 (0,31824) [0,11676] Dmining: -0,36036 (0,27907) [0,19667] Dfood: -0,3228 (0,27783) [0,24537] Dtextiles: -0,25068 (0,27324) [0,35897] Ddrugs: -0,11023 (0,27268) [0,68605] Dchem: -0,12319 (0,27494) [0,65413] Drefin: -0,47523 (0,27576) [0,08490] Drubbr: -0,28228 (0,2737) [0,30243] Dindust: -0,020658 (0,27246) [0,93957] Delectr: -0,033433 (0,27726) [0,90403] Dmisceq: -0,026323 (0,27214) [0,92295] Dcompu: -0,085811 (0,27132) [0,75181] Dtransp: -0,55534 (0,27356) [0,04241] Dutil: -0,64967 (0,27441) [0,01795] Dretail: -0,42258 (0,27128) [0,11937] Dbank: -0,36905 (0,29906) [0,21725] Dservic: -0,077553 (0,2752) [0,77810] DMERG: -0,021891 (0,011003) [0,04672] DYEND: 0,014011 (0,030821) [0,64943] fyear: 0,0041135 (0,010349) [0,69104] Hausman test statistic: H = 192,545 with p-value = prob(chi-square(18) > 192,545) = 3,08361e-031 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)