我对 66 名患有内源性或外源性抑郁症的患者(endo
)重复测量数据,并在 0-5 周内每周测量抑郁评分(hdrs
,因此每名患者进行六次测量,包括基线)。数据为长格式:
mydata <- structure(list(id = c(101, 101, 101, 101, 101, 101, 103, 103,
103, 103, 103, 103, 104, 104, 104, 104, 104, 104, 105, 105, 105,
105, 105, 105, 106, 106, 106, 106, 106, 106, 107, 107, 107, 107,
107, 107, 108, 108, 108, 108, 108, 108, 113, 113, 113, 113, 113,
113, 114, 114, 114, 114, 114, 114, 115, 115, 115, 115, 115, 115,
117, 117, 117, 117, 117, 117, 118, 118, 118, 118, 118, 118, 120,
120, 120, 120, 120, 120, 121, 121, 121, 121, 121, 121, 123, 123,
123, 123, 123, 123, 302, 302, 302, 302, 302, 302, 303, 303, 303,
303, 303, 303, 304, 304, 304, 304, 304, 304, 305, 305, 305, 305,
305, 305, 308, 308, 308, 308, 308, 308, 309, 309, 309, 309, 309,
309, 310, 310, 310, 310, 310, 310, 311, 311, 311, 311, 311, 311,
312, 312, 312, 312, 312, 312, 313, 313, 313, 313, 313, 313, 315,
315, 315, 315, 315, 315, 316, 316, 316, 316, 316, 316, 318, 318,
318, 318, 318, 318, 319, 319, 319, 319, 319, 319, 322, 322, 322,
322, 322, 322, 327, 327, 327, 327, 327, 327, 328, 328, 328, 328,
328, 328, 331, 331, 331, 331, 331, 331, 333, 333, 333, 333, 333,
333, 334, 334, 334, 334, 334, 334, 335, 335, 335, 335, 335, 335,
337, 337, 337, 337, 337, 337, 338, 338, 338, 338, 338, 338, 339,
339, 339, 339, 339, 339, 344, 344, 344, 344, 344, 344, 345, 345,
345, 345, 345, 345, 346, 346, 346, 346, 346, 346, 347, 347, 347,
347, 347, 347, 348, 348, 348, 348, 348, 348, 349, 349, 349, 349,
349, 349, 350, 350, 350, 350, 350, 350, 351, 351, 351, 351, 351,
351, 352, 352, 352, 352, 352, 352, 353, 353, 353, 353, 353, 353,
354, 354, 354, 354, 354, 354, 355, 355, 355, 355, 355, 355, 357,
357, 357, 357, 357, 357, 360, 360, 360, 360, 360, 360, 361, 361,
361, 361, 361, 361, 501, 501, 501, 501, 501, 501, 502, 502, 502,
502, 502, 502, 504, 504, 504, 504, 504, 504, 505, 505, 505, 505,
505, 505, 507, 507, 507, 507, 507, 507, 603, 603, 603, 603, 603,
603, 604, 604, 604, 604, 604, 604, 606, 606, 606, 606, 606, 606,
607, 607, 607, 607, 607, 607, 608, 608, 608, 608, 608, 608, 609,
609, 609, 609, 609, 609, 610, 610, 610, 610, 610, 610), week = structure(c(0,
1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3,
4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0,
1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3,
4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0,
1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3,
4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0,
1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3,
4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0,
1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3,
4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0,
1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3,
4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0,
1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3,
4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0,
1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3,
4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0,
1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3,
4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0,
1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5), format.spss = "F1.0", display_width = 6L),
week_fact = structure(c(1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L,
4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L,
1L, 2L, 3L, 4L, 5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L), .Label = c("Week 0",
"Week 1", "Week 2", "Week 3", "Week 4", "Week 5"), class = "factor"),
endo = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L,
1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L,
1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L,
2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L), .Label = c("Exogenous",
"Endogenous"), class = "factor"), hdrs = c(26, 22, 18, 7,
4, 3, 33, 24, 15, 24, 15, 13, 29, 22, 18, 13, 19, 0, 22,
12, 16, 16, 13, 9, 21, 25, 23, 18, 20, NA, 21, 21, 16, 19,
NA, 6, 21, 22, 11, 9, 9, 7, 21, 23, 19, 23, 23, NA, NA, 17,
11, 13, 7, 7, NA, 16, 16, 16, 16, 11, 19, 16, 13, 12, 7,
6, NA, 26, 18, 18, 14, 11, 20, 19, 17, 18, 16, 17, 20, 22,
19, 19, 12, 14, 15, 15, 15, 13, 5, 5, 18, 22, 16, 8, 9, 12,
21, 21, 13, 14, 10, 5, 21, 27, 29, NA, 12, 24, 19, 17, 15,
11, 5, 1, 22, 21, 18, 17, 12, 11, 22, 22, 16, 19, 20, 11,
24, 19, 11, 7, 6, NA, 20, 16, 21, 17, NA, 15, 17, NA, 18,
17, 17, 6, 21, 19, 10, 11, 11, 8, 27, 21, 17, 13, 5, NA,
32, 26, 23, 26, 23, 24, 17, 18, 19, 21, 17, 11, 24, 18, 10,
14, 13, 12, 28, 21, 25, 32, 34, NA, 17, 18, 15, 8, 19, 17,
22, 24, 28, 26, 28, 29, 19, 21, 18, 16, 14, 10, 23, 20, 21,
20, 24, 14, 31, 25, NA, 7, 8, 11, 21, 21, 18, 15, 12, 10,
27, 22, 23, 21, 12, 13, 22, 20, 22, 23, 19, 18, 27, NA, 14,
12, 11, 12, NA, 21, 12, 13, 13, 18, 29, 27, 27, 22, 22, 23,
25, 24, 19, 23, 14, 21, 18, 15, 14, 10, 8, NA, 24, 21, 12,
13, 12, 5, 17, 19, 15, 12, 9, 13, 22, 25, 12, 16, 10, 16,
30, 27, 23, 20, 12, 11, 21, 19, 18, 15, 18, 19, 27, 21, 24,
22, 16, 11, 28, 27, 27, 26, 23, NA, 22, 26, 20, 13, 10, 7,
27, 22, 24, 25, 19, 19, 21, 28, 27, 29, 28, 33, 30, 22, 11,
8, 7, 19, 29, 30, 26, 22, 19, 24, 21, 22, 13, 11, 2, 1, 19,
17, 15, 16, 12, 12, 21, 11, 18, 0, 0, 4, 27, 26, 26, 25,
24, 19, 28, 22, 18, 20, 11, 13, 27, 27, 13, 5, 7, NA, 19,
33, 12, 12, 3, 1, 30, 39, 30, 27, 20, 4, 24, 19, 14, 12,
3, 4, NA, 25, 22, 14, 15, 2, 34, NA, 33, 23, NA, 11)), row.names = c(NA,
-396L), class = "data.frame")
看起来像这样:
head(reisby_long)
id week week_fact endo hdrs
1 101 0 Week 0 Exogenous 26
2 101 1 Week 1 Exogenous 22
3 101 2 Week 2 Exogenous 18
4 101 3 Week 3 Exogenous 7
5 101 4 Week 4 Exogenous 4
6 101 5 Week 5 Exogenous 3
我的问题是我是否可以从该数据集中获得方差-协方差矩阵,而无需先将其转换为宽格式。我问是因为我有另一个数据集,将其转换为宽格式需要很长时间(因为我在这方面经验不足),这样做的唯一原因是获得方差-协方差矩阵.
谢谢!