我有一个名为“mylist”的列表,其中包含 gam 输出。第一个列表的摘要如下:
> summary(mylist[[1]][[1]])
Family: quasipoisson
Link function: log
Formula:
cardva ~ s(trend, k = 11 * 6, fx = T, bs = "cr") + s(temp_01, k = 6, fx = F, bs = "cr") + rh_01 + as.factor(dow) + s(fluepi, k = 4, fx = F, bs = "cr") + as.factor(holiday) + Lag(pm1010, 0)
Parametric coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 3.1584139 0.0331388 95.309 < 2e-16 ***
rh_01 0.0005441 0.0004024 1.352 0.17639
as.factor(dow)2 0.0356757 0.0127979 2.788 0.00533 **
as.factor(dow)3 0.0388823 0.0128057 3.036 0.00241 **
as.factor(dow)4 0.0107302 0.0129014 0.832 0.40561
as.factor(dow)5 0.0243382 0.0128705 1.891 0.05867 .
as.factor(dow)6 0.0277954 0.0128360 2.165 0.03040 *
as.factor(dow)7 0.0275593 0.0127373 2.164 0.03053 *
as.factor(holiday)1 0.0444349 0.0147219 3.018 0.00255 **
Lag(pm1010, 0) -0.0010816 0.0042891 -0.252 0.80091
取消列表后,我提取了第一个列表的线性项的系数:
> head(plist)
[[1]]
Estimate Std. Error t value Pr(>|t|)
(Intercept) 3.1584139271 0.0331388386 95.3085280 0.000000000
rh_01 0.0005441175 0.0004024202 1.3521128 0.176392590
as.factor(dow)2 0.0356757100 0.0127979429 2.7876128 0.005327293
as.factor(dow)3 0.0388823055 0.0128056733 3.0363343 0.002405504
as.factor(dow)4 0.0107302325 0.0129013816 0.8317119 0.405606249
as.factor(dow)5 0.0243382447 0.0128704711 1.8910143 0.058672841
as.factor(dow)6 0.0277953708 0.0128359850 2.1654256 0.030396240
as.factor(dow)7 0.0275592574 0.0127372874 2.1636677 0.030531063
as.factor(holiday)1 0.0444348611 0.0147218816 3.0182868 0.002553265
Lag(pm1010, 0) -0.0010816252 0.0042890866 -0.2521808 0.800910389
我的问题是:是否可以将因变量的名称(在本例中为心脏)作为 plist 的一部分?
我想要达到的是(故意减少输出)
cardva Estimate Std. Error t value Pr(>|t|)
(Intercept) 3.1584139271 0.0331388386 95.3085280 0.000000000
rh_01 0.0005441175 0.0004024202 1.3521128 0.176392590
as.factor(dow)2 0.0356757100 0.0127979429 2.7876128 0.005327293
或者
Estimate Std. Error t value Pr(>|t|)
(Intercept) 3.1584139271 0.0331388386 95.3085280 0.000000000
rh_01 0.0005441175 0.0004024202 1.3521128 0.176392590
as.factor(dow)7 0.0275592574 0.0127372874 2.1636677 0.030531063
as.factor(holiday)1 0.0444348611 0.0147218816 3.0182868 0.002553265
cardva_Lag(pm1010, 0) -0.0010816252 0.0042890866 -0.2521808 0.800910389