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Os04g0422000

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

Description : PAP fibrillin family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.6 (0.0214) R2 : 0.659
β1 : -1.67 (0.0781) R2dD : 0.354 R2D : 0.214
β2 : 0.966 (0.0507) R2dC : 0.273 R2C : 0.222
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.584 (0.0455) R2dN8 : 0.164 R2N8 : 0.0425
σ : 0.401
deviance : 73.39
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C
peak time of C : 23.4
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
54.56 0.347 11.5 -1.54 0.665 -1.99 -1.16 -4.36 -0.643 23.2 0.63 1383 -- --
60.25 0.362 11.6 -1.85 0.749 -1.06 -0.527 -- -0.747 23.4 2.42 1362 -- --
56.8 0.351 11.5 -1.49 0.974 -1.87 -- -4.18 -0.643 23.4 0.6507 1445 -- --
61.25 0.364 11.6 -1.86 0.71 -1.08 -- -- -0.733 23.7 2.45 1344 -- --
84.45 0.43 11.6 -1.61 -- 0.657 -- -0.296 -0.566 -- 0.5299 4102 -- --
72.68 0.4 11.6 -1.68 0.965 -- -0.409 -- -0.585 23.4 -- -- -- --
73.39 0.401 11.6 -1.67 0.966 -- -- -- -0.584 23.4 -- -- -- --
78.56 0.413 11.6 -1.85 -- -1.56 -- -- -0.76 -- 2.34 2626 -- --
138.01 0.547 11.6 -- 1.11 -0.764 -- -- -0.508 23.8 10 3143 -- --
131.97 0.537 11.6 -1.64 -- -- -- -- -0.574 -- -- -- -- --
146.79 0.567 11.5 -- 0.949 -- -- -- -0.398 23.3 -- -- -- --
156.53 0.585 11.5 -- -- 0.657 -- -- -0.376 -- 2.34 2626 -- --
203.2 0.665 11.5 -- -- -- -- -- -0.391 -- -- -- -- --

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 54.44 humidity 80.0 43200 > th dose dependent rect. 21 1
2 54.44 humidity 80.0 43200 > th dose dependent rect. 20 3
3 54.84 radiation 1.0 1440 < th dose dependent rect. 8 16
5 54.85 radiation 1.0 1440 < th dose dependent rect. 8 14
7 54.86 radiation 1.0 1440 < th dose dependent rect. 8 11
12 54.87 radiation 1.0 1440 < th dose dependent sin 21 NA
23 54.90 humidity 90.0 43200 > th dose independent rect. 21 1
57 54.98 radiation 1.0 1440 < th dose dependent rect. 8 22
68 55.13 humidity 80.0 43200 > th dose dependent rect. 19 5
92 55.43 humidity 90.0 43200 < th dose independent rect. 21 1
96 55.47 humidity 80.0 43200 > th dose dependent rect. 17 8
97 55.49 precipitation 0.1 43200 > th dose independent rect. 17 1
100 55.50 precipitation 0.1 43200 < th dose independent rect. 17 1
101 55.50 precipitation 0.1 43200 < th dose dependent rect. 17 1
122 55.58 precipitation 0.1 43200 > th dose dependent rect. 16 2
134 55.82 radiation 1.0 1440 < th dose dependent rect. 5 17
137 55.83 radiation 1.0 1440 < th dose dependent rect. 5 14
146 55.89 temperature 25.0 14400 < th dose independent rect. 18 2
148 55.91 temperature 25.0 14400 < th dose independent rect. 17 4
153 55.94 temperature 25.0 14400 > th dose independent rect. 17 4
197 56.01 radiation 1.0 1440 < th dose dependent no NA NA
202 56.01 radiation 1.0 1440 < th dose dependent rect. 21 23
203 56.01 radiation 1.0 1440 < th dose dependent rect. 23 23
208 56.02 radiation 1.0 1440 < th dose dependent rect. 23 20
217 56.02 radiation 1.0 1440 < th dose dependent rect. 11 23
225 56.05 temperature 25.0 14400 > th dose independent rect. 18 1
253 56.21 temperature 25.0 14400 > th dose dependent rect. 17 1
268 56.24 humidity 80.0 43200 > th dose dependent sin 16 NA
270 56.25 radiation 1.0 1440 < th dose dependent rect. 16 23
287 56.34 temperature 25.0 14400 > th dose independent rect. 7 1
324 56.49 temperature 25.0 14400 < th dose independent rect. 7 1
396 56.70 temperature 25.0 14400 > th dose dependent rect. 7 14
445 56.76 temperature 20.0 14400 > th dose dependent rect. 6 1
458 56.77 temperature 25.0 14400 > th dose dependent sin 20 NA
473 56.78 radiation 1.0 1440 < th dose independent rect. 11 19
478 56.78 temperature 25.0 14400 > th dose dependent rect. 7 7
492 56.78 temperature 25.0 14400 > th dose dependent rect. 13 21
562 56.82 temperature 25.0 14400 > th dose dependent no NA NA
563 56.82 temperature 25.0 14400 > th dose dependent rect. 8 1
579 56.82 temperature 25.0 14400 > th dose dependent rect. 16 23
580 56.82 temperature 25.0 14400 > th dose dependent rect. 20 23
651 56.86 humidity 90.0 43200 < th dose independent rect. 20 5
686 56.88 temperature 20.0 14400 > th dose dependent rect. 20 1
742 56.91 temperature 20.0 14400 > th dose dependent rect. 19 13
794 56.94 radiation 1.0 1440 > th dose independent rect. 10 20
822 56.96 humidity 90.0 43200 < th dose independent rect. 17 10
938 57.03 temperature 25.0 14400 < th dose independent rect. 17 16
940 57.03 temperature 20.0 14400 > th dose dependent sin 11 NA
966 57.05 temperature 25.0 14400 > th dose independent rect. 17 18
981 57.06 temperature 25.0 14400 > th dose dependent rect. 13 1