R将不同长度的不同变量合并为一个以生成控制组

Question

我正在使用 bootstrap 创建一个新样本，以生成一个控制年龄和性别的对照组。每个变量在 2 个值到 8 个值之间具有不同的数字长度

control_40_50_HRV_female2 <- abs(parametric_bootstrap_boot2(control_40_50_HRV_female_SDNN))
control_50_60_HRV_male2 <- abs(parametric_bootstrap_boot2(control_50_60_HRV_male_SDNN))
control_50_60_HRV_female2 <-abs(parametric_bootstrap_boot2(control_50_60_HRV_female_SDNN))
control_60_70_HRV_male2 <- abs(parametric_bootstrap_boot2(control_60_70_HRV_male_SDNN))
control_60_70_HRV_female2 <-abs(parametric_bootstrap_boot2(control_60_70_HRV_female_SDNN))
control_70_80_HRV_male2 <-abs(parametric_bootstrap_boot2(control_70_80_HRV_male_SDNN))

如何将它们全部放在一组（一个变量）中？这样我就可以开始做 t 检验了吗？我希望这是清楚的

这是变量的示例输出

> control_40_50_HRV_female2
[1]  29.08388 102.49869
> control_50_60_HRV_male2
[1]  36.81686 127.47986  13.40681
> control_50_60_HRV_female2
[1] 25.50313
> control_60_70_HRV_male2
[1]  39.93050 140.75967  13.89545 316.45988 158.91477
> control_60_70_HRV_female2
[1]  26.27908 106.40483

当我运行这个命令时

out <- stack(mget(ls(pattern = '^control_\d{2}_\d{2}_\w+_')))[2:1]
dim(out)

我明白了..这是我在脚本开头创建的所有变量的列表..

> dim(out)
[1] 96683     2
> head(out)
                           ind values
1 control_40_50_HRV_female_BPM  63.48
2 control_40_50_HRV_female_BPM  52.67
3 control_40_50_HRV_female_BPM  88.92
4 control_40_50_HRV_female_BPM  69.04
5 control_40_50_HRV_female_BPM  53.46
6 control_40_50_HRV_female_BPM  63.64

而我只需要这些变量的列表 control_40_50_HRV_female2, control_50_60_HRV_male2 .... control_70_80_HRV_male2

Answer 1

我们可以使用 mget 将 'control' 对象的值放入 list，然后 stack 将其放入两列 data.frame

out <- stack(mget(ls(pattern = '^control_\d{2}_\d{2}_\w+_')))[2:1]


head(out)
#                        ind    values
#1 control_40_50_HRV_female2  29.08388
#2 control_40_50_HRV_female2 102.49869
#3 control_50_60_HRV_female2  25.50313
#4   control_50_60_HRV_male2  36.81686
#5   control_50_60_HRV_male2 127.47986
#6   control_50_60_HRV_male2  13.40681

R将不同长度的不同变量合并为一个以生成控制组

R combine different variables of different length to one to generate a control group

statistics

r

statistics-bootstrap