Longitudinal.Rmd
This package vignette demonstrates how to use the ADNIMERGE package to simple longitudinal summaries and plots with R and knitr.
Report generated from Enrollment.Rmd
options(digits = 3)
library(knitr)
library(ADNIMERGE)
library(ggplot2)
library(Hmisc)
library(gridExtra)
library(RColorBrewer)
library(patchwork)
library(tidyverse)
library(kableExtra)
source("https://adni.bitbucket.io/myfunctions.R")
theme_set(theme_bw())
c("#2b8cbe", "#fc8d59", "#e34a33")
dx3pal <- function(...) scale_colour_manual(..., values = dx3pal)
scale_colour_discrete <- function(...) scale_fill_manual(..., values = dx3pal) scale_fill_discrete <-
Month | N | Min. | NA. | Median | Mean | Max. |
---|---|---|---|---|---|---|
CN | ||||||
6 | 490 | -13.00 | 0 | 0.000 | -0.191 | 11.67 |
12 | 477 | -12.33 | 0 | -0.330 | -0.471 | 12.67 |
18 | 5 | 2.67 | 0 | 5.670 | 5.136 | 7.00 |
24 | 567 | -10.33 | 0 | 0.000 | -0.109 | 15.67 |
30 | 31 | -5.67 | 0 | 0.330 | 0.548 | 8.34 |
36 | 242 | -11.34 | 0 | 0.000 | 0.167 | 26.00 |
42 | 8 | -6.67 | 0 | 1.830 | 0.748 | 7.00 |
48 | 362 | -8.34 | 0 | 0.330 | 0.785 | 28.67 |
54 | 39 | -8.33 | 0 | 1.330 | 0.694 | 8.00 |
60 | 140 | -7.67 | 0 | 0.670 | 1.538 | 22.67 |
66 | 53 | -5.67 | 0 | -0.670 | -0.120 | 9.00 |
72 | 177 | -7.00 | 0 | 1.000 | 2.162 | 33.67 |
78 | 44 | -6.33 | 0 | 1.000 | 1.144 | 14.67 |
84 | 118 | -8.67 | 0 | 1.670 | 3.365 | 27.33 |
90 | 38 | -6.67 | 0 | 1.670 | 1.518 | 11.00 |
96 | 110 | -9.33 | 0 | 3.000 | 4.361 | 42.67 |
102 | 21 | -3.67 | 0 | 2.000 | 2.475 | 8.33 |
108 | 74 | -7.67 | 0 | 3.165 | 6.685 | 70.67 |
114 | 19 | -5.00 | 0 | 1.670 | 1.807 | 19.00 |
120 | 65 | -6.00 | 0 | 3.000 | 5.190 | 43.67 |
126 | 15 | -4.33 | 0 | 3.670 | 5.268 | 32.67 |
132 | 29 | -3.34 | 0 | 3.000 | 5.046 | 28.67 |
138 | 11 | -9.34 | 0 | 6.000 | 10.847 | 44.67 |
144 | 22 | -3.67 | 0 | 5.000 | 6.787 | 24.67 |
150 | 9 | -6.33 | 0 | 7.330 | 13.852 | 61.34 |
156 | 22 | -2.00 | 0 | 3.995 | 6.803 | 26.33 |
162 | 9 | -2.67 | 0 | 5.330 | 14.666 | 53.00 |
168 | 5 | -4.34 | 0 | 2.330 | 1.332 | 6.00 |
180 | 13 | -2.00 | 0 | 2.330 | 4.204 | 26.00 |
Dementia | ||||||
6 | 800 | -15.33 | 0 | 0.000 | 0.493 | 17.66 |
12 | 912 | -15.00 | 0 | 0.330 | 0.721 | 54.00 |
18 | 326 | -14.00 | 0 | 2.670 | 2.974 | 28.33 |
24 | 728 | -12.00 | 0 | 1.670 | 2.313 | 42.33 |
30 | 16 | -4.00 | 0 | 3.335 | 4.502 | 20.00 |
36 | 606 | -14.00 | 0 | 2.000 | 3.664 | 49.00 |
MCI | ||||||
42 | 9 | -8.00 | 0 | 1.000 | 4.074 | 38.66 |
48 | 417 | -14.33 | 0 | 3.000 | 5.032 | 55.00 |
54 | 14 | -10.67 | 0 | 1.330 | 2.119 | 16.67 |
60 | 242 | -14.33 | 0 | 4.000 | 6.778 | 71.00 |
66 | 31 | -8.00 | 0 | 1.330 | 4.011 | 30.00 |
72 | 173 | -17.33 | 0 | 4.330 | 6.909 | 61.33 |
78 | 38 | -7.00 | 0 | 0.330 | 2.649 | 38.67 |
84 | 131 | -11.67 | 0 | 4.000 | 6.825 | 53.67 |
90 | 41 | -7.67 | 0 | 2.000 | 2.521 | 20.00 |
96 | 94 | -11.00 | 0 | 4.000 | 7.592 | 59.00 |
102 | 33 | -8.00 | 0 | 1.330 | 1.838 | 21.00 |
108 | 61 | -10.67 | 0 | 0.670 | 4.781 | 28.33 |
114 | 22 | -7.33 | 0 | 0.830 | 1.394 | 14.00 |
120 | 46 | -10.00 | 0 | 2.000 | 5.928 | 38.67 |
126 | 17 | -10.67 | 0 | 1.670 | 3.529 | 27.00 |
132 | 25 | -6.00 | 0 | 0.330 | 3.186 | 28.67 |
138 | 14 | -10.33 | 0 | 5.665 | 7.928 | 21.67 |
144 | 10 | -4.66 | 0 | 4.670 | 9.101 | 39.67 |
150 | 8 | -12.33 | 0 | -0.165 | 1.834 | 22.67 |
6 | 298 | -12.00 | 0 | 2.335 | 2.501 | 23.00 |
12 | 300 | -13.00 | 0 | 3.665 | 4.843 | 31.00 |
18 | 7 | -4.67 | 0 | 3.000 | 10.237 | 45.67 |
24 | 173 | -5.67 | 0 | 8.000 | 10.170 | 37.00 |
30 | 5 | -1.67 | 0 | 5.670 | 6.602 | 12.67 |
36 | 12 | 3.00 | 0 | 9.005 | 13.001 | 35.33 |
Month | N | Min. | NA. | Median | Mean | Max. |
---|---|---|---|---|---|---|
CN | ||||||
6 | 494 | -5 | 0 | 0.0 | -0.0729 | 4 |
12 | 483 | -8 | 0 | 0.0 | -0.1180 | 4 |
18 | 5 | -2 | 0 | 0.0 | 0.4000 | 3 |
24 | 577 | -5 | 0 | 0.0 | -0.1231 | 4 |
30 | 32 | -4 | 0 | 0.0 | -0.3125 | 2 |
36 | 248 | -9 | 0 | 0.0 | -0.2500 | 4 |
42 | 8 | 0 | 0 | 0.5 | 0.7500 | 2 |
48 | 367 | -14 | 0 | 0.0 | -0.2371 | 4 |
54 | 39 | -3 | 0 | 0.0 | -0.2821 | 3 |
60 | 141 | -10 | 0 | 0.0 | -0.2908 | 5 |
66 | 53 | -6 | 0 | 0.0 | -0.2264 | 4 |
72 | 175 | -8 | 0 | 0.0 | -0.4000 | 5 |
78 | 44 | -8 | 0 | 0.0 | -0.5000 | 3 |
84 | 118 | -12 | 0 | 0.0 | -0.8983 | 3 |
90 | 39 | -4 | 0 | 0.0 | -0.5897 | 4 |
96 | 110 | -18 | 0 | 0.0 | -1.1273 | 4 |
102 | 22 | -6 | 0 | 0.0 | -0.5909 | 3 |
108 | 74 | -17 | 0 | 0.0 | -1.6486 | 5 |
114 | 20 | -11 | 0 | -0.5 | -1.5000 | 1 |
120 | 64 | -21 | 0 | -0.5 | -1.4844 | 4 |
126 | 14 | -4 | 0 | -1.0 | -1.2143 | 1 |
132 | 30 | -5 | 0 | -1.0 | -0.9333 | 4 |
138 | 12 | -17 | 0 | -2.0 | -4.3333 | 1 |
144 | 22 | -9 | 0 | -1.0 | -1.4091 | 3 |
150 | 10 | -23 | 0 | -1.0 | -6.5000 | 1 |
156 | 23 | -9 | 0 | 0.0 | -0.7826 | 3 |
162 | 9 | -18 | 0 | 0.0 | -4.3333 | 1 |
168 | 5 | 0 | 0 | 0.0 | 0.6000 | 2 |
180 | 13 | -6 | 0 | -1.0 | -1.1538 | 2 |
Dementia | ||||||
6 | 808 | -10 | 0 | 0.0 | -0.5087 | 5 |
12 | 920 | -12 | 0 | 0.0 | -0.5750 | 6 |
18 | 330 | -15 | 0 | -1.0 | -1.1848 | 5 |
24 | 742 | -19 | 0 | -1.0 | -1.2399 | 6 |
30 | 15 | -7 | 0 | -2.0 | -2.0667 | 3 |
36 | 620 | -23 | 0 | -1.0 | -1.7952 | 6 |
MCI | ||||||
42 | 8 | -13 | 0 | 0.0 | -1.2500 | 3 |
48 | 421 | -20 | 0 | -1.0 | -2.2304 | 5 |
54 | 14 | -5 | 0 | -0.5 | -1.0000 | 2 |
60 | 246 | -30 | 0 | -1.5 | -2.8089 | 5 |
66 | 34 | -15 | 0 | -1.0 | -2.3824 | 4 |
72 | 174 | -25 | 0 | -2.0 | -3.3563 | 5 |
78 | 40 | -16 | 0 | -1.0 | -1.5750 | 4 |
84 | 135 | -24 | 0 | -1.0 | -2.7333 | 5 |
90 | 44 | -20 | 0 | -0.5 | -1.9773 | 6 |
96 | 97 | -21 | 0 | -1.0 | -3.2680 | 4 |
102 | 34 | -9 | 0 | -1.0 | -0.9412 | 5 |
108 | 67 | -20 | 0 | -1.0 | -3.0448 | 3 |
114 | 22 | -4 | 0 | -1.0 | -0.8182 | 4 |
120 | 48 | -16 | 0 | 0.0 | -2.1250 | 3 |
126 | 18 | -9 | 0 | -1.0 | -2.0000 | 2 |
132 | 27 | -13 | 0 | -1.0 | -2.1111 | 2 |
138 | 14 | -11 | 0 | -2.5 | -3.2143 | 7 |
144 | 10 | -16 | 0 | -1.0 | -4.2000 | 1 |
150 | 8 | -10 | 0 | 0.5 | -0.3750 | 3 |
6 | 312 | -16 | 0 | -1.0 | -1.1410 | 8 |
12 | 311 | -18 | 0 | -2.0 | -2.3569 | 5 |
18 | 8 | -19 | 0 | -3.5 | -6.8750 | 0 |
24 | 190 | -22 | 0 | -3.0 | -4.3789 | 5 |
30 | 5 | -8 | 0 | -2.0 | -2.4000 | 2 |
36 | 14 | -22 | 0 | -5.0 | -7.5000 | 1 |
Month | N | Min. | NA. | Median | Mean | Max. |
---|---|---|---|---|---|---|
CN | ||||||
6 | 490 | -1.0 | 0 | 0.00 | 0.0745 | 4.0 |
12 | 488 | -1.0 | 0 | 0.00 | 0.1025 | 4.0 |
18 | 5 | 0.0 | 0 | 0.00 | 0.1000 | 0.5 |
24 | 593 | -1.0 | 0 | 0.00 | 0.1501 | 5.0 |
30 | 34 | -0.5 | 0 | 0.00 | 0.2059 | 3.5 |
36 | 240 | -0.5 | 0 | 0.00 | 0.2896 | 6.0 |
42 | 9 | 0.0 | 0 | 0.00 | 0.0000 | 0.0 |
48 | 361 | -0.5 | 0 | 0.00 | 0.2368 | 5.5 |
54 | 40 | -0.5 | 0 | 0.00 | 0.1750 | 1.5 |
60 | 149 | -0.5 | 0 | 0.00 | 0.4195 | 11.0 |
66 | 56 | -0.5 | 0 | 0.00 | 0.4196 | 5.5 |
72 | 180 | -0.5 | 0 | 0.00 | 0.4722 | 7.0 |
78 | 50 | -0.5 | 0 | 0.00 | 0.6200 | 10.0 |
84 | 128 | -0.5 | 0 | 0.00 | 0.8789 | 16.0 |
90 | 42 | 0.0 | 0 | 0.00 | 0.7143 | 12.0 |
96 | 116 | -0.5 | 0 | 0.00 | 1.0603 | 13.0 |
102 | 30 | 0.0 | 0 | 0.00 | 1.0333 | 15.5 |
108 | 83 | 0.0 | 0 | 0.50 | 1.7470 | 18.0 |
114 | 23 | 0.0 | 0 | 0.00 | 1.0652 | 9.0 |
120 | 67 | 0.0 | 0 | 0.00 | 1.4179 | 17.5 |
126 | 17 | 0.0 | 0 | 0.00 | 1.2941 | 10.0 |
132 | 32 | 0.0 | 0 | 0.00 | 0.6406 | 6.0 |
138 | 15 | 0.0 | 0 | 0.50 | 3.6333 | 17.0 |
144 | 23 | 0.0 | 0 | 0.00 | 1.2826 | 8.0 |
150 | 12 | 0.0 | 0 | 1.00 | 4.8333 | 15.0 |
156 | 24 | 0.0 | 0 | 0.25 | 1.2708 | 7.0 |
162 | 11 | 0.0 | 0 | 1.00 | 6.3182 | 18.0 |
168 | 9 | 0.0 | 0 | 0.50 | 1.5000 | 8.0 |
180 | 16 | 0.0 | 0 | 0.00 | 1.0312 | 11.0 |
186 | 7 | 0.0 | 0 | 0.00 | 0.4286 | 2.5 |
Dementia | ||||||
6 | 804 | -3.5 | 0 | 0.00 | 0.2363 | 8.0 |
12 | 920 | -3.0 | 0 | 0.00 | 0.3658 | 8.0 |
18 | 330 | -2.0 | 0 | 0.50 | 0.9697 | 9.0 |
24 | 754 | -3.0 | 0 | 0.50 | 0.9231 | 11.5 |
30 | 19 | -0.5 | 0 | 0.50 | 0.8684 | 3.0 |
36 | 629 | -3.5 | 0 | 0.50 | 1.3434 | 12.5 |
42 | 7 | -1.5 | 0 | -0.50 | 0.0000 | 2.5 |
MCI | ||||||
48 | 428 | -3.5 | 0 | 0.50 | 1.7173 | 16.0 |
54 | 15 | -1.0 | 0 | 1.00 | 0.8333 | 2.5 |
60 | 258 | -3.0 | 0 | 1.00 | 2.2984 | 16.0 |
66 | 36 | -3.0 | 0 | 0.50 | 1.9861 | 15.0 |
72 | 187 | -3.0 | 0 | 1.50 | 2.9652 | 16.0 |
78 | 42 | -2.0 | 0 | 0.00 | 1.5357 | 15.5 |
84 | 150 | -3.0 | 0 | 1.00 | 3.0067 | 17.0 |
90 | 45 | -3.5 | 0 | 0.00 | 0.6889 | 12.5 |
96 | 117 | -2.5 | 0 | 1.00 | 3.0128 | 16.0 |
102 | 37 | -3.5 | 0 | -0.50 | 0.4054 | 9.5 |
108 | 87 | -2.5 | 0 | 1.00 | 3.2471 | 16.5 |
114 | 23 | -1.0 | 0 | -0.50 | 1.1522 | 14.5 |
120 | 60 | -1.5 | 0 | 0.00 | 2.0000 | 16.5 |
126 | 21 | -1.0 | 0 | 0.50 | 2.3810 | 17.5 |
132 | 35 | -2.5 | 0 | 0.50 | 2.0000 | 17.0 |
138 | 18 | -1.5 | 0 | 0.75 | 1.8056 | 9.5 |
144 | 12 | -1.0 | 0 | 5.25 | 6.6250 | 16.5 |
150 | 10 | -1.5 | 0 | -0.50 | 0.9500 | 8.5 |
6 | 311 | -3.0 | 0 | 0.50 | 0.7974 | 9.0 |
12 | 320 | -5.5 | 0 | 1.00 | 1.7172 | 11.5 |
18 | 9 | -0.5 | 0 | 3.00 | 3.8333 | 13.0 |
24 | 193 | -3.0 | 0 | 3.00 | 3.3938 | 14.0 |
30 | 5 | 0.5 | 0 | 2.00 | 3.4000 | 11.5 |
36 | 15 | -0.5 | 0 | 6.50 | 5.6333 | 12.0 |
48 | 5 | -0.5 | 0 | 3.00 | 3.5000 | 7.5 |
Month | N | Min. | NA. | Median | Mean | Max. |
---|---|---|---|---|---|---|
CN | ||||||
6 | 273 | -1.500 | 0 | 0.0000 | 0.03031 | 1.625 |
12 | 285 | -1.375 | 0 | 0.0000 | 0.00977 | 1.625 |
18 | 5 | -1.000 | 0 | 0.0000 | 0.17500 | 1.625 |
24 | 404 | -2.000 | 0 | 0.0000 | 0.02144 | 1.750 |
30 | 36 | -0.750 | 0 | -0.1250 | -0.02083 | 2.500 |
36 | 62 | -0.589 | 0 | 0.0000 | 0.03082 | 1.250 |
42 | 9 | -0.875 | 0 | -0.1250 | -0.20370 | 0.500 |
48 | 250 | -1.375 | 0 | 0.0000 | 0.04179 | 2.125 |
54 | 43 | -1.429 | 0 | 0.0000 | 0.09095 | 1.375 |
60 | 37 | -1.000 | 0 | 0.1250 | 0.09990 | 1.000 |
66 | 56 | -1.000 | 0 | 0.1071 | 0.12564 | 1.250 |
72 | 63 | -0.750 | 0 | 0.1250 | 0.16808 | 1.625 |
78 | 51 | -1.321 | 0 | 0.0893 | 0.12652 | 1.625 |
84 | 26 | -1.500 | 0 | 0.2500 | 0.18521 | 1.821 |
90 | 42 | -0.714 | 0 | 0.0000 | 0.11480 | 1.500 |
96 | 45 | -1.125 | 0 | 0.1250 | 0.25913 | 1.857 |
102 | 29 | -0.750 | 0 | 0.1250 | 0.31466 | 2.250 |
108 | 20 | -1.750 | 0 | 0.1071 | 0.06696 | 1.250 |
114 | 23 | -0.375 | 0 | 0.1250 | 0.20575 | 1.375 |
120 | 19 | -1.125 | 0 | 0.1250 | 0.08553 | 0.875 |
126 | 15 | -0.625 | 0 | 0.1250 | 0.48214 | 3.000 |
Dementia | ||||||
6 | 428 | -2.125 | 0 | -0.1250 | -0.10402 | 1.625 |
12 | 568 | -2.250 | 0 | 0.0000 | -0.04852 | 1.750 |
18 | 9 | -1.250 | 0 | -0.1964 | -0.16667 | 0.875 |
MCI | ||||||
24 | 455 | -2.875 | 0 | 0.0000 | -0.03142 | 2.500 |
30 | 20 | -0.750 | 0 | 0.1875 | 0.19911 | 1.250 |
36 | 370 | -2.375 | 0 | 0.0000 | -0.02634 | 2.500 |
42 | 9 | -1.375 | 0 | 0.0000 | 0.00000 | 1.500 |
48 | 273 | -2.500 | 0 | -0.1250 | -0.08089 | 2.375 |
54 | 15 | -0.750 | 0 | -0.1250 | -0.11071 | 0.500 |
60 | 128 | -1.500 | 0 | 0.0000 | 0.01139 | 1.375 |
66 | 33 | -1.250 | 0 | -0.1250 | -0.02183 | 1.750 |
72 | 66 | -1.750 | 0 | 0.0000 | 0.07359 | 1.750 |
78 | 38 | -2.125 | 0 | -0.1250 | -0.02538 | 2.000 |
84 | 56 | -2.375 | 0 | -0.1250 | -0.07058 | 1.625 |
90 | 45 | -1.375 | 0 | -0.1250 | -0.05317 | 2.214 |
96 | 41 | -2.500 | 0 | -0.2500 | -0.18902 | 1.625 |
102 | 36 | -2.250 | 0 | -0.1250 | -0.22173 | 1.250 |
108 | 34 | -2.250 | 0 | -0.1250 | -0.07843 | 1.875 |
114 | 24 | -1.375 | 0 | 0.0000 | 0.10962 | 1.375 |
120 | 32 | -1.875 | 0 | 0.0000 | -0.00614 | 1.625 |
126 | 15 | -2.125 | 0 | -0.2500 | -0.09881 | 1.375 |
132 | 23 | -1.500 | 0 | -0.1250 | 0.05538 | 1.875 |
138 | 8 | -2.250 | 0 | 0.0000 | -0.12500 | 0.875 |
6 | 124 | -1.875 | 0 | 0.0000 | -0.05921 | 1.750 |
12 | 136 | -2.000 | 0 | 0.0000 | -0.11451 | 2.000 |
24 | 44 | -1.750 | 0 | -0.1250 | -0.12338 | 2.125 |
Month | N | Min. | NA. | Median | Mean | Max. |
---|---|---|---|---|---|---|
CN | ||||||
6 | 263 | -1.375 | 0 | 0.0000 | 0.01722 | 1.625 |
12 | 279 | -1.500 | 0 | 0.0000 | 0.04006 | 2.125 |
18 | 5 | -0.714 | 0 | 0.0000 | -0.06786 | 0.500 |
24 | 387 | -1.500 | 0 | 0.0000 | 0.04894 | 2.125 |
30 | 34 | -0.375 | 0 | 0.0625 | 0.15336 | 2.125 |
36 | 58 | -1.375 | 0 | 0.0000 | 0.12894 | 2.125 |
42 | 9 | -0.714 | 0 | 0.0000 | -0.07341 | 0.429 |
48 | 239 | -1.250 | 0 | 0.0000 | 0.09027 | 2.500 |
54 | 41 | -0.750 | 0 | 0.0000 | 0.10148 | 1.042 |
60 | 36 | -0.750 | 0 | 0.0000 | 0.16336 | 2.464 |
66 | 53 | -0.625 | 0 | 0.1250 | 0.18329 | 1.500 |
72 | 62 | -1.500 | 0 | 0.0000 | 0.23032 | 2.250 |
78 | 52 | -2.375 | 0 | 0.1250 | 0.17095 | 2.750 |
84 | 26 | -0.750 | 0 | 0.0000 | 0.30288 | 2.750 |
90 | 41 | -0.589 | 0 | 0.1250 | 0.31794 | 2.250 |
96 | 41 | -1.375 | 0 | 0.0000 | 0.25189 | 3.000 |
102 | 26 | -0.500 | 0 | 0.0625 | 0.44231 | 3.000 |
108 | 21 | -0.625 | 0 | 0.0000 | 0.47024 | 2.750 |
114 | 23 | -0.500 | 0 | 0.2500 | 0.52484 | 2.750 |
120 | 17 | -0.625 | 0 | 0.0000 | 0.17857 | 2.125 |
126 | 14 | -0.750 | 0 | 0.6250 | 0.74702 | 2.875 |
Dementia | ||||||
6 | 424 | -1.875 | 0 | 0.0000 | 0.00345 | 2.125 |
12 | 562 | -2.750 | 0 | 0.0000 | 0.02040 | 2.250 |
18 | 9 | -1.750 | 0 | 0.0000 | -0.25198 | 0.250 |
24 | 455 | -1.875 | 0 | 0.0000 | 0.10052 | 2.125 |
30 | 20 | -1.750 | 0 | 0.1250 | 0.29911 | 2.125 |
MCI | ||||||
36 | 368 | -2.250 | 0 | 0.1250 | 0.16754 | 2.143 |
42 | 9 | -0.625 | 0 | 0.0000 | 0.05357 | 1.000 |
48 | 266 | -1.750 | 0 | 0.1250 | 0.21039 | 2.875 |
54 | 14 | -0.875 | 0 | 0.3750 | 0.37245 | 1.625 |
60 | 124 | -1.625 | 0 | 0.1250 | 0.26624 | 2.500 |
66 | 37 | -0.875 | 0 | 0.1250 | 0.24356 | 1.625 |
72 | 64 | -1.625 | 0 | 0.1250 | 0.24881 | 2.286 |
78 | 43 | -1.125 | 0 | 0.0000 | 0.09983 | 2.000 |
84 | 58 | -1.125 | 0 | 0.1250 | 0.38378 | 2.500 |
90 | 46 | -1.250 | 0 | 0.0000 | 0.10688 | 2.167 |
96 | 41 | -1.250 | 0 | 0.3750 | 0.37398 | 2.375 |
102 | 35 | -2.000 | 0 | 0.0000 | 0.07449 | 2.000 |
108 | 36 | -0.625 | 0 | 0.1250 | 0.35417 | 2.500 |
114 | 23 | -0.875 | 0 | 0.0000 | 0.19658 | 1.643 |
120 | 31 | -0.750 | 0 | 0.0000 | 0.28399 | 2.125 |
126 | 15 | -1.125 | 0 | 0.6250 | 0.29310 | 1.750 |
132 | 24 | -1.125 | 0 | 0.0000 | 0.44345 | 2.500 |
138 | 8 | -1.000 | 0 | -0.0893 | 0.00223 | 1.125 |
6 | 130 | -2.750 | 0 | 0.0000 | 0.04211 | 1.625 |
12 | 157 | -1.000 | 0 | 0.1250 | 0.23719 | 2.125 |
18 | 5 | -1.625 | 0 | 0.2500 | -0.10000 | 0.625 |
24 | 57 | -1.750 | 0 | 0.1250 | 0.20144 | 1.750 |
30 | 5 | 0.000 | 0 | 0.2500 | 0.55000 | 1.250 |
Month | N | Min. | NA. | Median | Mean | Max. |
---|---|---|---|---|---|---|
CN | ||||||
6 | 273 | -1.139 | 0 | 0.00000 | 0.01780 | 0.821 |
12 | 285 | -0.751 | 0 | 0.00000 | 0.01803 | 1.462 |
18 | 5 | -0.789 | 0 | 0.00000 | 0.01064 | 0.921 |
24 | 404 | -1.342 | 0 | 0.00000 | 0.02204 | 1.179 |
30 | 36 | -0.658 | 0 | -0.07824 | -0.06136 | 1.184 |
36 | 62 | -0.526 | 0 | 0.00000 | 0.06603 | 1.237 |
42 | 9 | -0.658 | 0 | -0.03485 | -0.11472 | 0.263 |
48 | 251 | -0.985 | 0 | 0.02063 | 0.04947 | 1.718 |
54 | 43 | -0.695 | 0 | 0.05263 | 0.09693 | 1.158 |
60 | 37 | -0.725 | 0 | 0.09919 | 0.07540 | 0.694 |
66 | 56 | -0.354 | 0 | 0.09489 | 0.14053 | 0.930 |
72 | 63 | -1.006 | 0 | 0.10661 | 0.09227 | 1.030 |
78 | 51 | -0.575 | 0 | 0.05544 | 0.10840 | 1.300 |
84 | 26 | -0.784 | 0 | 0.15605 | 0.12888 | 1.053 |
90 | 42 | -0.421 | 0 | 0.08401 | 0.15788 | 1.164 |
96 | 45 | -1.111 | 0 | 0.11269 | 0.14163 | 1.105 |
102 | 29 | -0.616 | 0 | 0.11111 | 0.34267 | 2.641 |
108 | 20 | -0.521 | 0 | 0.04622 | 0.08544 | 0.621 |
114 | 23 | -0.382 | 0 | 0.08393 | 0.15447 | 0.830 |
120 | 19 | -1.164 | 0 | 0.05398 | 0.03237 | 0.537 |
126 | 15 | -0.177 | 0 | 0.05336 | 0.25955 | 0.891 |
Dementia | ||||||
6 | 430 | -2.083 | 0 | -0.02632 | -0.03496 | 1.590 |
12 | 571 | -1.692 | 0 | -0.02564 | -0.02040 | 1.667 |
18 | 9 | -0.737 | 0 | -0.05263 | -0.01349 | 0.447 |
MCI | ||||||
24 | 457 | -1.688 | 0 | 0.00000 | 0.02843 | 1.735 |
30 | 20 | -0.684 | 0 | 0.11682 | 0.08856 | 0.763 |
36 | 366 | -1.734 | 0 | 0.02564 | 0.05252 | 1.989 |
42 | 9 | -0.658 | 0 | 0.07397 | 0.14190 | 1.486 |
48 | 272 | -2.308 | 0 | 0.02564 | 0.04188 | 2.708 |
54 | 15 | -1.130 | 0 | 0.00270 | -0.01684 | 0.940 |
60 | 127 | -1.215 | 0 | 0.02564 | 0.06234 | 1.133 |
66 | 32 | -1.094 | 0 | -0.01008 | 0.07285 | 1.478 |
72 | 66 | -0.971 | 0 | 0.09419 | 0.09120 | 0.878 |
78 | 38 | -1.125 | 0 | -0.01251 | 0.04185 | 1.596 |
84 | 56 | -1.065 | 0 | 0.00742 | 0.03028 | 1.383 |
90 | 45 | -1.094 | 0 | 0.02853 | 0.06999 | 2.589 |
96 | 41 | -1.094 | 0 | -0.10121 | -0.00312 | 1.409 |
102 | 36 | -0.874 | 0 | 0.05115 | -0.04094 | 0.615 |
108 | 34 | -0.862 | 0 | -0.00617 | 0.05505 | 1.473 |
114 | 24 | -0.884 | 0 | 0.09562 | 0.19003 | 1.112 |
120 | 32 | -1.365 | 0 | 0.04150 | 0.07041 | 1.383 |
126 | 15 | -1.474 | 0 | 0.16286 | 0.06962 | 1.358 |
132 | 23 | -1.392 | 0 | -0.06343 | 0.07988 | 1.989 |
138 | 8 | -0.632 | 0 | 0.11878 | 0.10654 | 1.244 |
6 | 120 | -1.692 | 0 | 0.02315 | -0.01193 | 1.513 |
12 | 134 | -1.380 | 0 | -0.00694 | 0.00698 | 2.098 |
24 | 44 | -1.431 | 0 | 0.04395 | 0.08181 | 2.321 |
Month | N | Min. | NA. | Median | Mean | Max. |
---|---|---|---|---|---|---|
CN | ||||||
6 | 265 | -0.879 | 0 | 0.000000 | 0.00909 | 0.846 |
12 | 279 | -1.205 | 0 | 0.000000 | 0.03806 | 1.615 |
18 | 5 | -0.406 | 0 | 0.026316 | -0.04253 | 0.299 |
24 | 387 | -1.126 | 0 | 0.000000 | 0.04357 | 2.000 |
30 | 34 | -0.316 | 0 | 0.014580 | 0.05249 | 1.113 |
36 | 58 | -1.330 | 0 | 0.051282 | 0.13892 | 2.051 |
42 | 9 | -0.432 | 0 | 0.000000 | 0.02751 | 0.237 |
48 | 240 | -1.051 | 0 | 0.000000 | 0.07451 | 2.289 |
54 | 41 | -0.474 | 0 | 0.000000 | 0.08409 | 0.847 |
60 | 36 | -0.540 | 0 | 0.002362 | 0.17831 | 2.538 |
66 | 53 | -0.564 | 0 | 0.032051 | 0.13150 | 1.426 |
72 | 61 | -0.994 | 0 | 0.052632 | 0.18249 | 2.520 |
78 | 52 | -1.544 | 0 | 0.052632 | 0.19831 | 2.947 |
84 | 26 | -0.646 | 0 | 0.006073 | 0.27654 | 2.397 |
90 | 41 | -0.564 | 0 | 0.090476 | 0.22968 | 2.305 |
96 | 42 | -0.994 | 0 | 0.000337 | 0.17972 | 2.474 |
102 | 26 | -0.143 | 0 | 0.094467 | 0.34525 | 2.447 |
108 | 21 | -0.198 | 0 | 0.055331 | 0.40570 | 2.872 |
114 | 23 | -0.564 | 0 | 0.055556 | 0.36067 | 2.735 |
120 | 17 | -0.459 | 0 | 0.000000 | 0.03826 | 0.727 |
126 | 14 | -0.255 | 0 | 0.419295 | 0.64118 | 2.578 |
Dementia | ||||||
6 | 426 | -1.462 | 0 | 0.020647 | 0.05147 | 1.991 |
12 | 562 | -2.039 | 0 | 0.051282 | 0.08877 | 2.224 |
18 | 9 | -0.579 | 0 | 0.000000 | -0.01138 | 0.500 |
24 | 456 | -1.410 | 0 | 0.110341 | 0.18816 | 2.410 |
30 | 20 | -0.921 | 0 | 0.204678 | 0.28253 | 1.586 |
MCI | ||||||
36 | 367 | -2.138 | 0 | 0.168691 | 0.26459 | 2.513 |
42 | 9 | -0.500 | 0 | 0.026316 | 0.24677 | 1.353 |
48 | 267 | -2.115 | 0 | 0.153846 | 0.28670 | 2.615 |
54 | 14 | -0.316 | 0 | 0.402232 | 0.45149 | 1.318 |
60 | 124 | -1.054 | 0 | 0.194669 | 0.32750 | 2.401 |
66 | 37 | -0.661 | 0 | 0.226374 | 0.40747 | 1.912 |
72 | 64 | -1.103 | 0 | 0.138394 | 0.22995 | 1.830 |
78 | 43 | -1.016 | 0 | 0.131579 | 0.29339 | 2.250 |
84 | 58 | -1.345 | 0 | 0.165992 | 0.43692 | 2.300 |
90 | 46 | -0.995 | 0 | 0.147819 | 0.30064 | 2.400 |
96 | 41 | -1.082 | 0 | 0.122333 | 0.47064 | 2.299 |
102 | 35 | -1.205 | 0 | 0.229730 | 0.29869 | 2.513 |
108 | 36 | -0.589 | 0 | 0.085358 | 0.45693 | 2.819 |
114 | 23 | -0.435 | 0 | 0.166667 | 0.32680 | 1.556 |
120 | 31 | -0.260 | 0 | 0.030303 | 0.27692 | 2.509 |
126 | 15 | -0.353 | 0 | 0.053306 | 0.48463 | 2.170 |
132 | 24 | -0.564 | 0 | 0.108187 | 0.43757 | 2.586 |
138 | 8 | -0.818 | 0 | 0.213185 | 0.09977 | 0.506 |
6 | 130 | -2.500 | 0 | 0.125566 | 0.10533 | 1.333 |
12 | 158 | -1.462 | 0 | 0.315789 | 0.34156 | 1.796 |
18 | 5 | -0.644 | 0 | 0.133041 | 0.32620 | 1.500 |
24 | 57 | -0.861 | 0 | 0.447368 | 0.43488 | 2.079 |
30 | 5 | 0.579 | 0 | 0.801051 | 0.82319 | 1.105 |
Month | N | Min. | NA. | Median | Mean | Max. |
---|---|---|---|---|---|---|
CN | ||||||
3 | 182 | -815 | 0 | -18.5 | -15.7 | 756.0 |
6 | 329 | -1940 | 0 | -30.0 | -54.4 | 758.0 |
12 | 387 | -1965 | 0 | -64.0 | -93.3 | 774.0 |
24 | 434 | -1435 | 0 | -167.4 | -185.1 | 2590.0 |
30 | 24 | -638 | 0 | -213.5 | -230.8 | 90.9 |
36 | 140 | -1117 | 0 | -245.5 | -260.8 | 622.0 |
48 | 202 | -3084 | 0 | -349.0 | -416.4 | 744.0 |
54 | 13 | -662 | 0 | -218.8 | -282.7 | -41.9 |
60 | 79 | -1269 | 0 | -412.0 | -399.5 | 655.0 |
66 | 33 | -1160 | 0 | -450.2 | -482.0 | 265.2 |
72 | 113 | -1820 | 0 | -479.0 | -509.9 | 395.5 |
78 | 27 | -1327 | 0 | -495.7 | -560.1 | 158.2 |
84 | 29 | -2842 | 0 | -435.0 | -596.4 | 148.0 |
90 | 24 | -1598 | 0 | -635.4 | -709.0 | 133.0 |
96 | 42 | -2052 | 0 | -624.8 | -690.2 | 100.6 |
102 | 10 | -1040 | 0 | -516.8 | -581.3 | -230.6 |
108 | 18 | -1842 | 0 | -556.0 | -692.9 | 209.0 |
120 | 19 | -2142 | 0 | -814.7 | -915.1 | -172.5 |
132 | 17 | -1585 | 0 | -788.6 | -675.7 | 532.4 |
138 | 6 | -1218 | 0 | -733.9 | -688.3 | -288.9 |
144 | 12 | -1535 | 0 | -669.2 | -660.1 | 310.6 |
156 | 12 | -1367 | 0 | -938.1 | -917.3 | -231.9 |
Dementia | ||||||
3 | 354 | -801 | 0 | -34.0 | -30.0 | 885.0 |
6 | 600 | -1376 | 0 | -77.5 | -68.7 | 733.0 |
12 | 642 | -969 | 0 | -151.5 | -157.7 | 630.0 |
18 | 205 | -966 | 0 | -274.0 | -259.7 | 590.0 |
MCI | ||||||
24 | 516 | -2772 | 0 | -290.5 | -302.8 | 456.0 |
30 | 7 | -817 | 0 | -575.0 | -523.8 | -332.4 |
36 | 231 | -1482 | 0 | -428.0 | -454.6 | 548.0 |
48 | 233 | -2626 | 0 | -564.0 | -618.3 | 479.0 |
60 | 101 | -2185 | 0 | -649.0 | -713.7 | 240.0 |
66 | 18 | -1243 | 0 | -664.2 | -610.4 | 349.8 |
72 | 95 | -2525 | 0 | -729.0 | -801.2 | 394.0 |
78 | 28 | -1912 | 0 | -648.4 | -676.1 | 523.0 |
84 | 54 | -2063 | 0 | -641.1 | -712.0 | 409.3 |
90 | 28 | -2431 | 0 | -647.3 | -771.1 | 151.0 |
96 | 35 | -2848 | 0 | -868.0 | -900.3 | 440.9 |
102 | 21 | -2029 | 0 | -646.8 | -748.8 | 5.1 |
108 | 22 | -2928 | 0 | -679.4 | -886.3 | 304.5 |
114 | 8 | -2025 | 0 | -837.6 | -975.8 | -371.4 |
120 | 14 | -1508 | 0 | -954.4 | -914.8 | -199.0 |
126 | 6 | -1387 | 0 | -1282.1 | -1144.6 | -608.2 |
132 | 11 | -2363 | 0 | -630.0 | -882.7 | -162.3 |
144 | 6 | -1923 | 0 | -667.6 | -1020.2 | -419.6 |
3 | 92 | -685 | 0 | -36.0 | -30.1 | 927.0 |
6 | 191 | -1332 | 0 | -136.0 | -116.5 | 1865.0 |
12 | 199 | -1562 | 0 | -261.0 | -267.2 | 833.0 |
24 | 109 | -1109 | 0 | -417.0 | -436.4 | 1375.0 |
Month | N | Min. | NA. | Median | Mean | Max. |
---|---|---|---|---|---|---|
CN | ||||||
3 | 201 | -72848 | 0 | -2395 | -3018 | 35447 |
6 | 381 | -106897 | 0 | -4942 | -4579 | 101877 |
12 | 433 | -78206 | 0 | -7351 | -7195 | 51519 |
24 | 469 | -88405 | 0 | -13598 | -13096 | 475649 |
30 | 24 | -34609 | 0 | -12414 | -11735 | 11604 |
36 | 172 | -85200 | 0 | -20078 | -20148 | 41140 |
48 | 218 | -183387 | 0 | -28100 | -27853 | 47403 |
54 | 14 | -67270 | 0 | -32692 | -27846 | 20498 |
60 | 101 | -145445 | 0 | -40667 | -43638 | 44628 |
66 | 41 | -82351 | 0 | -38056 | -36903 | 39906 |
72 | 137 | -149221 | 0 | -47276 | -45487 | 64655 |
78 | 30 | -83931 | 0 | -39971 | -38238 | 25986 |
84 | 34 | -113695 | 0 | -16349 | -15831 | 56739 |
90 | 31 | -123532 | 0 | -50467 | -52030 | -5026 |
96 | 44 | -99261 | 0 | -31731 | -27977 | 41586 |
102 | 10 | -109557 | 0 | -62175 | -61952 | -8558 |
108 | 21 | -83236 | 0 | -40677 | -34344 | 24174 |
114 | 6 | -87489 | 0 | -58084 | -50908 | 12182 |
120 | 17 | -94523 | 0 | -50742 | -49104 | 12911 |
132 | 19 | -86393 | 0 | -27712 | -32188 | 14012 |
138 | 8 | -80558 | 0 | -49714 | -39430 | 31555 |
144 | 14 | -97927 | 0 | -43671 | -44896 | 11757 |
150 | 7 | -109584 | 0 | -44531 | -29903 | 43937 |
156 | 13 | -96677 | 0 | -54220 | -47150 | 36707 |
162 | 5 | -82452 | 0 | -18982 | -28415 | 1975 |
Dementia | ||||||
3 | 408 | -61742 | 0 | -1967 | -1456 | 40771 |
6 | 735 | -94640 | 0 | -4878 | -5163 | 92397 |
12 | 800 | -64433 | 0 | -9766 | -9919 | 55512 |
18 | 291 | -96551 | 0 | -17402 | -17710 | 57514 |
MCI | ||||||
24 | 609 | -318527 | 0 | -18034 | -19867 | 59818 |
30 | 8 | -54042 | 0 | -31193 | -32453 | -10890 |
36 | 297 | -143138 | 0 | -28545 | -30950 | 63734 |
48 | 249 | -160256 | 0 | -39128 | -41986 | 75934 |
60 | 117 | -189119 | 0 | -60540 | -64531 | 57796 |
66 | 22 | -87250 | 0 | -46729 | -42516 | 50524 |
72 | 125 | -228487 | 0 | -58662 | -61269 | 51610 |
78 | 29 | -131070 | 0 | -50056 | -52549 | -10480 |
84 | 60 | -140790 | 0 | -47730 | -43797 | 30939 |
90 | 34 | -129225 | 0 | -49424 | -54381 | 32702 |
96 | 40 | -92770 | 0 | -55517 | -50207 | 20738 |
102 | 24 | -89664 | 0 | -60276 | -60631 | -18168 |
108 | 27 | -152216 | 0 | -59304 | -62247 | 10736 |
114 | 9 | -86467 | 0 | -59096 | -55996 | 9118 |
120 | 16 | -95178 | 0 | -66478 | -53840 | 4340 |
126 | 8 | -164250 | 0 | -51270 | -57165 | 20119 |
132 | 12 | -113366 | 0 | -45448 | -47677 | -911 |
138 | 6 | -68077 | 0 | -30374 | -35819 | -22531 |
144 | 6 | -116380 | 0 | -41554 | -53921 | 4695 |
150 | 6 | -70254 | 0 | -35232 | -37728 | -7701 |
3 | 103 | -49206 | 0 | -5850 | -5798 | 22851 |
6 | 262 | -77681 | 0 | -9585 | -9763 | 80065 |
12 | 253 | -86270 | 0 | -18033 | -17425 | 62386 |
24 | 140 | -87554 | 0 | -33709 | -31882 | 32486 |
Month | N | Min. | NA. | Median | Mean | Max. |
---|---|---|---|---|---|---|
CN | ||||||
3 | 181 | -1224 | 0 | 6.0 | -51.5 | 694 |
6 | 331 | -1561 | 0 | -34.0 | -52.1 | 1535 |
12 | 370 | -1234 | 0 | -58.5 | -58.5 | 1304 |
24 | 400 | -1086 | 0 | -86.0 | -72.2 | 1364 |
30 | 24 | -769 | 0 | -4.0 | -70.8 | 639 |
36 | 140 | -1113 | 0 | -104.5 | -100.7 | 868 |
48 | 180 | -1491 | 0 | -142.5 | -95.1 | 1269 |
54 | 12 | -60 | 0 | 265.0 | 361.7 | 861 |
60 | 76 | -1744 | 0 | -143.0 | -185.1 | 1310 |
66 | 38 | -735 | 0 | 202.0 | 307.9 | 2169 |
72 | 112 | -1089 | 0 | -113.5 | -122.0 | 1081 |
78 | 27 | -780 | 0 | 250.0 | 243.9 | 1404 |
84 | 27 | -1218 | 0 | -7.0 | -80.7 | 817 |
90 | 28 | -1093 | 0 | 162.5 | 139.1 | 1689 |
96 | 40 | -1280 | 0 | 3.0 | -7.5 | 1213 |
102 | 9 | -1103 | 0 | 166.0 | 214.8 | 1547 |
108 | 17 | -1156 | 0 | -299.0 | -165.9 | 908 |
114 | 6 | -1620 | 0 | -196.0 | -373.7 | 234 |
120 | 16 | -973 | 0 | -449.5 | -245.7 | 1087 |
132 | 17 | -1797 | 0 | 119.0 | 96.4 | 1384 |
138 | 6 | -2089 | 0 | -464.0 | -519.3 | 546 |
144 | 12 | -644 | 0 | 2.0 | 49.2 | 975 |
156 | 12 | -1093 | 0 | -105.5 | -59.2 | 1238 |
Dementia | ||||||
3 | 350 | -1139 | 0 | -63.0 | -36.1 | 1178 |
6 | 585 | -1820 | 0 | -49.0 | -49.0 | 1230 |
12 | 624 | -1856 | 0 | -91.5 | -91.0 | 1461 |
18 | 205 | -1867 | 0 | -217.0 | -197.5 | 1797 |
MCI | ||||||
24 | 456 | -2163 | 0 | -170.5 | -179.6 | 897 |
30 | 7 | -555 | 0 | -281.0 | -337.1 | -110 |
36 | 213 | -2445 | 0 | -280.0 | -244.5 | 853 |
48 | 195 | -1970 | 0 | -245.0 | -323.4 | 967 |
60 | 91 | -1421 | 0 | -425.0 | -405.6 | 1647 |
66 | 19 | -1255 | 0 | -56.0 | 13.4 | 1084 |
72 | 92 | -1897 | 0 | -265.0 | -282.0 | 1218 |
78 | 27 | -1350 | 0 | 33.0 | -24.7 | 1238 |
84 | 50 | -1655 | 0 | 54.5 | -38.9 | 2068 |
90 | 28 | -1441 | 0 | 129.0 | -99.6 | 1003 |
96 | 28 | -1334 | 0 | 155.5 | 18.5 | 1186 |
102 | 21 | -1512 | 0 | 197.0 | 30.1 | 1237 |
108 | 25 | -1782 | 0 | 230.0 | -61.7 | 1141 |
114 | 8 | -944 | 0 | -199.5 | -51.5 | 1296 |
120 | 13 | -2237 | 0 | 346.0 | 218.3 | 1014 |
126 | 5 | -1898 | 0 | -748.0 | -562.8 | 1392 |
132 | 11 | -877 | 0 | -9.0 | 158.5 | 1060 |
144 | 6 | -586 | 0 | 557.5 | 485.5 | 1277 |
3 | 75 | -809 | 0 | 30.0 | 24.4 | 632 |
6 | 171 | -1681 | 0 | -67.0 | -27.3 | 1566 |
12 | 172 | -1437 | 0 | -160.0 | -145.4 | 1004 |
24 | 101 | -1224 | 0 | -247.0 | -265.9 | 489 |