足球裁判的偏袒问题主要文献中通过各种模型的比较使用了zinb,可是13页的regression不是很明白是怎么来的。
利用自己找来的数据,想模仿这样的做法,可是用
. nbreg HDP hqj uncertainty att,nolog 得到的结果这样的alpha值是不用做zinb了么 HDP=主队纪律分 hqj=主队胜率+0.5平概率 uncertainty=不确定因素=hqj(1-hqj) att=上座/1,000
如果要做zinb,我应该inflate哪个变量呢。。。
Negative binomial regression Number of obs = 760
LR chi2(3) = 12.35
Dispersion = mean Prob > chi2 = 0.0063
Log likelihood = -1185.0079 Pseudo R2 = 0.0052
------------------------------------------------------------------------------
HDP | Coef. Std. Err. z P>|z| [95% Conf. Interval]
-------------+----------------------------------------------------------------
hqj | .2537806 .0965307 2.63 0.009 .0645838 .4429773
uncertainty | .0177232 .0080406 2.20 0.028 .0019639 .0334825
att | -.0017214 .0022467 -0.77 0.444 -.0061248 .002682
_cons | -.3615246 .3147861 -1.15 0.251 -.9784941 .2554449
-------------+----------------------------------------------------------------
/lnalpha | -3.146214 .8675265 -4.846535 -1.445893
-------------+----------------------------------------------------------------
alpha | .0430147 .0373164 .0078556 .2355356
------------------------------------------------------------------------------
Likelihood-ratio test of alpha=0: chibar2(01) = 1.47 Prob>=chibar2 = 0.112

实在是不明白,求助各位大神。万分感谢。