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Os04g0616100

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Tetratricopeptide-like helical domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 7.08 (0.0249) R2 : 0.323
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.858 (0.0631) R2dC : 0.276 R2C : 0.257
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.308 (0.0524) R2dN8 : 0.0664 R2N8 : 0.0466
σ : 0.469
deviance : 100.73
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_____
C
peak time of C : 20.3
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = > th, dose dependency = dose dependent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
80.15 0.421 7.08 -0.117 0.734 -0.895 0.528 1.66 0.29 18.2 4.428 10 -- --
85.84 0.432 7.07 -0.0604 0.74 -1.11 0.675 -- 0.297 17.2 -2.86 9 -- --
80.82 0.419 7.08 -0.12 0.735 -0.914 -- 1.63 0.29 18.1 4.42 10 -- --
86.83 0.434 7.07 -0.0535 0.728 -0.978 -- -- 0.298 17.8 1.671 9 -- --
108.59 0.485 7.06 -0.138 -- -0.894 -- 1.59 0.281 -- 0.78 10 -- --
100.5 0.47 7.08 -0.0769 0.857 -- -0.175 -- 0.3 20.3 -- -- -- --
100.59 0.47 7.08 -0.0712 0.858 -- -- -- 0.3 20.3 -- -- -- --
114.59 0.499 7.06 -0.0855 -- -0.904 -- -- 0.283 -- -3.269 9 -- --
86.91 0.434 7.07 -- 0.738 -1 -- -- 0.307 17.7 1.051 9 -- --
141.39 0.556 7.06 -0.0769 -- -- -- -- 0.291 -- -- -- -- --
100.73 0.469 7.08 -- 0.858 -- -- -- 0.308 20.3 -- -- -- --
114.78 0.499 7.06 -- -- -0.903 -- -- 0.293 -- -1.586 9 -- --
141.54 0.555 7.06 -- -- -- -- -- 0.299 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 75.22 radiation 40 10 < th dose dependent rect. 3 23
5 77.15 radiation 20 30 < th dose independent rect. 3 23
6 77.38 humidity 90 270 < th dose dependent rect. 19 18
10 77.81 radiation 10 30 > th dose independent rect. 9 7
11 77.86 radiation 10 10 > th dose independent rect. 9 23
37 78.97 radiation 1 10 > th dose dependent rect. 9 7
39 78.99 radiation 10 10 > th dose independent sin 23 NA
40 79.15 radiation 1 10 > th dose dependent rect. 7 9
42 79.18 radiation 10 270 > th dose independent rect. 9 3
44 79.25 radiation 1 10 > th dose dependent sin 0 NA
48 79.36 humidity 50 270 > th dose dependent sin 7 NA
67 79.55 radiation 1 10 > th dose dependent rect. 9 23
73 79.65 radiation 1 10 > th dose dependent rect. 7 12
87 79.72 radiation 40 10 < th dose dependent rect. 12 23
88 79.75 humidity 90 270 < th dose dependent sin 7 NA
91 79.78 radiation 1 10 > th dose dependent rect. 18 22
112 79.98 humidity 90 10 < th dose dependent rect. 9 7
113 79.98 humidity 90 10 < th dose dependent rect. 20 20
123 80.11 humidity 90 10 < th dose dependent rect. 22 18
124 80.11 radiation 40 10 < th dose dependent rect. 21 23
170 80.32 radiation 1 10 > th dose dependent no NA NA
237 80.33 humidity 80 270 > th dose independent rect. 1 7
248 80.44 humidity 80 10 < th dose independent rect. 9 7
251 80.44 radiation 1 10 > th dose dependent rect. 15 23
261 80.57 radiation 30 10 < th dose dependent sin 2 NA
280 80.64 humidity 90 10 < th dose dependent rect. 9 5
294 80.73 humidity 90 10 < th dose dependent rect. 7 9
316 80.84 radiation 1 10 > th dose dependent rect. 11 23
339 80.89 radiation 10 30 > th dose independent rect. 7 9
344 80.90 humidity 80 270 < th dose independent rect. 24 12
361 80.94 humidity 80 270 < th dose independent rect. 9 3
363 80.94 humidity 50 90 > th dose dependent rect. 3 8
365 80.95 humidity 90 270 < th dose dependent rect. 7 5
370 80.98 humidity 90 270 < th dose dependent rect. 9 3
394 81.05 radiation 40 10 < th dose dependent no NA NA
406 81.09 radiation 20 30 < th dose independent rect. 21 23
418 81.16 humidity 70 270 > th dose dependent rect. 1 7
551 81.22 radiation 1 270 > th dose independent rect. 7 6
560 81.28 humidity 50 10 > th dose dependent rect. 3 23
589 81.38 temperature 15 270 > th dose independent rect. 7 6
605 81.40 radiation 40 30 < th dose independent rect. 3 23
623 81.48 humidity 80 270 < th dose independent rect. 5 7
630 81.50 radiation 40 10 < th dose dependent rect. 4 16
698 81.65 temperature 15 270 > th dose independent rect. 8 4
701 81.65 radiation 10 270 < th dose dependent rect. 3 14
702 81.65 radiation 30 10 < th dose dependent rect. 15 23
703 81.66 humidity 70 90 > th dose independent rect. 3 6
719 81.67 humidity 80 270 > th dose independent rect. 1 13
720 81.67 humidity 90 270 < th dose independent rect. 20 17
791 81.79 radiation 40 90 < th dose independent rect. 12 23
814 81.88 radiation 10 10 > th dose independent no NA NA
882 81.88 radiation 20 30 < th dose independent rect. 12 22
935 81.95 radiation 40 10 < th dose dependent rect. 1 23
940 81.96 humidity 90 10 < th dose dependent rect. 11 3
954 81.98 radiation 10 10 > th dose independent rect. 11 23