在多元回归的输出中,我得到了 NA
和负 Beta 系数。
但是当我把变量 donderdag
放在等式的开头时,有一个结果而不是 NA
,但现在 woensdag
得到了一个 NA
。这里发生了什么?我该怎么做才能避免负 Beta 系数?
lm(formula = link_clicks_unique ~ expanded_view_avg_time + today_impressions_unique +
vrijdag + zaterdag + zondag + maandag + dinsdag + woensdag +
donderdag, data = zwitsal_t2_duration)
结果:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.5861669 0.0209341 28.001 < 2e-16 ***
expanded_view_avg_time 0.0032145 0.0005866 5.480 4.36e-08 ***
today_impressions_unique 0.0037398 0.0054384 0.688 0.491684
vrijdag -0.0186911 0.0191080 -0.978 0.328008
zaterdag 0.0067248 0.0193532 0.347 0.728238
zondag -0.0267094 0.0190372 -1.403 0.160646
maandag -0.0107537 0.0190001 -0.566 0.571421
dinsdag 0.0030009 0.0189215 0.159 0.873992
woensdag -0.0257946 0.0192104 -1.343 0.179388
donderdag NA NA NA NA
移动变量:
lm(formula = link_clicks_unique ~ expanded_view_avg_time + today_impressions_unique +
donderdag + vrijdag + zaterdag + zondag + maandag + dinsdag +
woensdag, data = zwitsal_t2_duration)
结果:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.5603723 0.0206519 27.134 < 2e-16 ***
expanded_view_avg_time 0.0032145 0.0005866 5.480 4.36e-08 ***
today_impressions_unique 0.0037398 0.0054384 0.688 0.491684
donderdag 0.0257946 0.0192104 1.343 0.179388
vrijdag 0.0071035 0.0190190 0.373 0.708786
zaterdag 0.0325195 0.0192748 1.687 0.091606 .
zondag -0.0009148 0.0189527 -0.048 0.961506
maandag 0.0150409 0.0189190 0.795 0.426622
dinsdag 0.0287955 0.0188352 1.529 0.126344
woensdag NA NA NA NA