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Os04g0645500

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.01 (0.035) R2 : 0.605
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.13 (0.0898) R2dC : 0.498 R2C : 0.384
β3 : -2.06 (0.139) R2dE : 0.198 R2E : 0.0764
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.442 (0.074) R2dN8 : 0.0402 R2N8 : 0.00815
σ : 0.657
deviance : 198.81
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C
peak time of C : 3.69
E
wheather : humidity
threshold : 80
memory length : 1005
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
198.02 0.661 6.02 -0.17 1.9 -1.98 -0.914 0.128 -0.47 3.34 80.53 864 -- --
197.36 0.654 6.01 -0.11 2.01 -2.04 -0.743 -- -0.432 3.47 81.06 929 -- --
198.6 0.656 6 -0.188 2.11 -2.07 -- -0.0451 -0.433 3.61 80.71 1001 -- --
198.36 0.656 6.01 -0.128 2.13 -2.05 -- -- -0.454 3.7 80 1005 -- --
243.38 0.727 6 -0.243 -- -3 -- 0.677 -0.347 -- 86.9 359 -- --
270.34 0.771 5.98 -0.437 2.05 -- -0.608 -- -0.376 4.73 -- -- -- --
271.3 0.771 5.98 -0.434 2.05 -- -- -- -0.373 4.75 -- -- -- --
244.89 0.729 6.01 -0.246 -- -2.91 -- -- -0.361 -- 87.41 359 -- --
198.81 0.657 6.01 -- 2.13 -2.06 -- -- -0.442 3.69 80 1005 -- --
494.16 1.04 6 -0.357 -- -- -- -- -0.32 -- -- -- -- --
276.26 0.778 5.97 -- 2.04 -- -- -- -0.325 4.75 -- -- -- --
246.41 0.731 6 -- -- -2.93 -- -- -0.341 -- 86.86 359 -- --
497.51 1.04 5.99 -- -- -- -- -- -0.28 -- -- -- -- --

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
1 190.39 humidity 80 720 < th dose dependent rect. 15 19
6 193.99 humidity 50 720 > th dose dependent rect. 17 4
14 195.95 humidity 70 720 < th dose independent rect. 14 20
15 196.14 humidity 70 720 > th dose independent rect. 9 21
17 196.50 humidity 80 720 < th dose dependent rect. 15 11
22 196.78 humidity 70 720 > th dose independent rect. 15 15
27 196.97 humidity 80 720 < th dose dependent sin 13 NA
29 197.13 humidity 70 720 < th dose independent rect. 14 18
38 197.51 humidity 60 720 > th dose dependent rect. 19 1
53 198.23 temperature 30 720 < th dose independent rect. 17 12
58 198.41 humidity 70 720 > th dose independent rect. 15 6
60 198.46 radiation 10 720 > th dose independent sin 13 NA
67 198.69 temperature 30 720 < th dose independent rect. 17 3
74 198.92 humidity 70 720 > th dose independent rect. 9 11
78 199.11 humidity 70 720 < th dose independent rect. 14 6
100 199.63 humidity 50 720 > th dose dependent rect. 3 18
103 199.71 humidity 70 720 < th dose independent sin 16 NA
104 199.73 humidity 70 720 > th dose independent rect. 2 18
115 199.89 humidity 70 720 > th dose independent sin 15 NA
120 199.97 humidity 50 720 > th dose dependent rect. 8 14
127 200.05 radiation 10 720 < th dose dependent sin 14 NA
128 200.06 radiation 10 720 > th dose independent rect. 15 17
129 200.06 humidity 50 720 > th dose dependent rect. 8 21
209 201.67 humidity 70 720 > th dose independent rect. 18 2
257 202.21 humidity 70 720 > th dose independent rect. 14 22
284 202.61 humidity 90 720 < th dose dependent rect. 5 19
288 202.65 humidity 90 720 < th dose dependent rect. 3 20
290 202.66 radiation 1 720 > th dose dependent rect. 15 17
308 202.84 radiation 20 720 < th dose dependent rect. 15 16
333 203.08 humidity 90 90 < th dose dependent rect. 15 12
394 203.75 humidity 80 1440 < th dose independent rect. 7 1
441 204.09 humidity 80 720 < th dose dependent rect. 23 23
442 204.10 humidity 80 720 < th dose dependent no NA NA
511 204.44 radiation 20 1440 > th dose dependent rect. 16 16
522 204.52 humidity 70 720 < th dose independent rect. 9 23
554 204.78 radiation 40 1440 > th dose dependent rect. 13 20
588 205.14 radiation 1 720 > th dose dependent rect. 16 15
596 205.22 humidity 90 90 < th dose dependent sin 16 NA
626 205.39 radiation 1 720 > th dose dependent sin 13 NA
637 205.53 humidity 70 720 < th dose independent rect. 9 11
649 205.53 radiation 20 1440 > th dose dependent rect. 6 2
674 205.61 humidity 70 720 > th dose independent rect. 17 23
699 205.81 radiation 40 1440 > th dose dependent rect. 13 2
711 205.85 humidity 80 720 < th dose independent rect. 6 16
745 206.02 humidity 70 720 > th dose independent no NA NA
757 206.10 radiation 10 720 < th dose dependent rect. 14 7
769 206.15 radiation 20 1440 > th dose independent rect. 6 2
793 206.24 humidity 70 720 < th dose independent no NA NA
794 206.24 humidity 70 720 < th dose independent rect. 6 14
850 206.24 humidity 50 720 > th dose dependent rect. 13 16
900 206.47 radiation 1 720 < th dose independent sin 14 NA
999 207.13 radiation 30 14400 > th dose independent rect. 16 1