I am working with panel data, Fixed and Random effects models, and doing my interpretation part now. However, i am not sure if R squared in panel data should be interpreted in the same way as in cross-sections data.
Please see below the output of my FE model regression
Code:
. xtreg risk age income health chilsize eduyears marstat empstat lifesat, fe vce (cluster id) Fixed-effects (within) regression Number of obs = 15543 Group variable: id Number of groups = 1459 R-sq: within = 0.0072 Obs per group: min = 1 between = 0.0486 avg = 10.7 overall = 0.0292 max = 13 F(8,1458) = 10.02 corr(u_i, Xb) = 0.0674 Prob > F = 0.0000 (Std. Err. adjusted for 1459 clusters in id) ------------------------------------------------------------------------------ | Robust risk | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- age | -.0074099 .0044295 -1.67 0.095 -.0160988 .0012789 income | .0000404 .0000157 2.56 0.010 9.46e-06 .0000712 health | .0468225 .0244021 1.92 0.055 -.0010445 .0946895 chilsize | -.0213291 .0323559 -0.66 0.510 -.0847981 .04214 eduyears | -.0166755 .045874 -0.36 0.716 -.1066617 .0733106 marstat | -.3777056 .0998787 -3.78 0.000 -.5736269 -.1817844 empstat | .1179813 .1050466 1.12 0.262 -.0880773 .32404 lifesat | .0817402 .0151808 5.38 0.000 .0519618 .1115187 _cons | 4.479306 .6160986 7.27 0.000 3.270771 5.68784 -------------+---------------------------------------------------------------- sigma_u | 1.5979702 sigma_e | 1.4577463 rho | .54579262 (fraction of variance due to u_i) ------------------------------------------------------------------------------
Thank you for your kind feedback.
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