r - 从 R 中的 gls 输出中提取具有所有信息的系数

Question

我需要从 R 中的 gls 输出中获取系数以及它们的 SE、t 值和 p 值。

library(nlme)
fm1 <- gls(follicles ~ sin(2*pi*Time) + cos(2*pi*Time), Ovary,
       correlation = corAR1(form = ~ 1 | Mare))

summary(fm1)
Generalized least squares fit by REML
  Model: follicles ~ sin(2 * pi * Time) + cos(2 * pi * Time) 
  Data: Ovary 
   AIC      BIC    logLik
  1571.455 1590.056 -780.7273

Correlation Structure: AR(1)
 Formula: ~1 | Mare 
 Parameter estimate(s):
  Phi 
0.7532079 

Coefficients:
                   Value Std.Error   t-value p-value
(Intercept)        12.216398 0.6646437 18.380373  0.0000
sin(2 * pi * Time) -2.774712 0.6450478 -4.301561  0.0000
cos(2 * pi * Time) -0.899605 0.6975383 -1.289685  0.1981

 Correlation: 
               (Intr) s(*p*T
sin(2 * pi * Time)  0.000       
cos(2 * pi * Time) -0.294  0.000

Standardized residuals:
        Min          Q1         Med          Q3         Max 
-2.41180365 -0.75405234 -0.02923628  0.63156880  3.16247697 

Residual standard error: 4.616172 
Degrees of freedom: 308 total; 305 residual

如果有人帮我解决这个问题，我将不胜感激。提前致谢。

Answer 1

试试这个:

> cs <- as.data.frame(summary(fm1)$tTable)
> cs
                        Value Std.Error   t-value      p-value
(Intercept)        12.2163982 0.6646437 18.380373 2.618737e-51
sin(2 * pi * Time) -2.7747122 0.6450478 -4.301561 2.286284e-05
cos(2 * pi * Time) -0.8996047 0.6975383 -1.289685 1.981371e-01
> cs$t
[1] 18.380373 -4.301561 -1.289685
> cs$p
[1] 2.618737e-51 2.286284e-05 1.981371e-01