Fixed effects estimator allows for differing intercepts by cross-sectional unit slope standard errors in parentheses, p-values in brackets const: 6,6074 (0,39456) [0,00000] LNASS: 0,4349 (0,022585) [0,00000] RECINV: 0,34128 (0,12214) [0,00524] CUR: -0,027719 (0,0061381) [0,00001] LEV: 0,071325 (0,055019) [0,19496] ROA: -0,20614 (0,065829) [0,00176] DLOSS: 0,032679 (0,01626) [0,04456] DFORSAL: 0,049592 (0,02263) [0,02850] LSEG: 0,077627 (0,034201) [0,02330] GROWTH: -0,019282 (0,010154) [0,05769] TENURE: -0,0094001 (0,011788) [0,42526] DBIG4_5: 0,18103 (0,039929) [0,00001] AUDCHG: -0,11725 (0,022859) [0,00000] REPLAG: 0,00030109 (0,00013937) [0,03084] AS5: -0,011482 (0,017531) [0,51254] MW: 0,10154 (0,017704) [0,00000] DMERG: -0,022054 (0,011487) [0,05498] DYEND: 0,33957 (0,089303) [0,00015] foo: 0,095379 (0,03812) [0,01241] D04: 0,0023317 (0,069126) [0,97309] D05: 0,0046738 (0,0618) [0,93972] D06: 0,021454 (0,057356) [0,70840] D07: 0,016276 (0,051073) [0,74999] 1576 group means were subtracted from the data Residual variance: 110,357/(4220 - 1598) = 0,042089 Joint significance of differing group means: F(1575, 2622) = 15,4858 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 = 2275,35 with p-value = prob(chi-square(1) > 2275,35) = 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 = 0,281655 within = 0,042089 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: 5,6954 (0,31693) [0,00000] LNASS: 0,50572 (0,0087555) [0,00000] RECINV: 0,50434 (0,076614) [0,00000] CUR: -0,031458 (0,0051902) [0,00000] LEV: 0,096178 (0,045638) [0,03514] ROA: -0,24689 (0,060928) [0,00005] DLOSS: 0,051755 (0,015827) [0,00108] DFORSAL: 0,13103 (0,019098) [0,00000] LSEG: 0,19573 (0,022788) [0,00000] GROWTH: -0,02402 (0,0075175) [0,00141] TENURE: -0,011581 (0,010154) [0,25414] DBIG4_5: 0,18826 (0,031176) [0,00000] AUDCHG: -0,11699 (0,022155) [0,00000] REPLAG: 0,00018494 (0,00012933) [0,15281] AS5: -0,014385 (0,017524) [0,41178] MW: 0,12663 (0,017349) [0,00000] Dagicult: -0,50313 (0,31789) [0,11357] Dmining: -0,36437 (0,27877) [0,19126] Dfood: -0,32909 (0,27754) [0,23580] Dtextiles: -0,25416 (0,27294) [0,35181] Ddrugs: -0,11498 (0,27239) [0,67297] Dchem: -0,12757 (0,27465) [0,64233] Drefin: -0,47879 (0,27546) [0,08226] Drubbr: -0,28683 (0,27341) [0,29421] Dindust: -0,025611 (0,27217) [0,92504] Delectr: -0,036242 (0,27696) [0,89590] Dmisceq: -0,029993 (0,27184) [0,91215] Dcompu: -0,090078 (0,27104) [0,73964] Dtransp: -0,56096 (0,27327) [0,04016] Dutil: -0,65252 (0,27412) [0,01734] Dretail: -0,42687 (0,27099) [0,11528] Dbank: -0,37254 (0,29874) [0,21245] Dservic: -0,081487 (0,2749) [0,76692] DMERG: -0,022074 (0,011044) [0,04570] DYEND: 0,0098951 (0,031155) [0,75079] foo: 0,076314 (0,037294) [0,04079] D04: -0,022507 (0,064827) [0,72847] D05: -0,025821 (0,059037) [0,66186] D06: -0,016435 (0,055818) [0,76844] D07: -0,026001 (0,050195) [0,60448] Hausman test statistic: H = 248,702 with p-value = prob(chi-square(22) > 248,702) = 2,61785e-040 (A low p-value counts against the null hypothesis that the random effects model is consistent, in favor of the fixed effects model.)