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Os06g0707200

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

Description : Protein of unknown function DUF563 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.93 (0.0292) R2 : 0.767
β1 : -1.08 (0.108) R2dD : 0.0545 R2D : 0.0166
β2 : 2.76 (0.0757) R2dC : 0.682 R2C : 0.662
β3 : 1.18 (0.111) R2dE : 0.0596 R2E : 0.039
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.324 (0.0623) R2dN8 : 0.0187 R2N8 : 0.00203
σ : 0.545
deviance : 136.76
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C
peak time of C : 6.82
E
wheather : humidity
threshold : 79
memory length : 1210
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
132.98 0.542 9.93 -1.11 2.76 1.19 1.21 -0.096 -0.323 6.83 79 1194 -- --
132.99 0.537 9.93 -1.1 2.76 1.18 1.21 -- -0.323 6.83 79 1197 -- --
136.72 0.545 9.93 -1.1 2.76 1.19 -- -0.177 -0.329 6.83 79 1203 -- --
136.76 0.545 9.93 -1.08 2.76 1.18 -- -- -0.324 6.82 79 1210 -- --
522.78 1.06 9.99 -1 -- 1.35 -- -0.138 -0.305 -- 85.17 1329 -- --
163.43 0.599 9.94 -0.896 2.76 -- 1.22 -- -0.372 6.5 -- -- -- --
167.14 0.605 9.94 -0.879 2.77 -- -- -- -0.376 6.51 -- -- -- --
522.73 1.06 9.99 -0.99 -- 1.34 -- -- -0.304 -- 85.43 1330 -- --
166.67 0.601 9.92 -- 2.73 1.05 -- -- -0.305 6.81 99.22 1228 -- --
565.82 1.11 10 -0.81 -- -- -- -- -0.319 -- -- -- -- --
187.48 0.641 9.92 -- 2.76 -- -- -- -0.278 6.53 -- -- -- --
547.86 1.09 9.99 -- -- 1.23 -- -- -0.27 -- 131.1 1333 -- --
583.11 1.13 9.98 -- -- -- -- -- -0.229 -- -- -- -- --

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
1 133.66 humidity 80 720 < th dose dependent rect. 19 2
14 135.47 humidity 50 1440 > th dose dependent rect. 12 2
20 136.06 humidity 90 1440 < th dose dependent rect. 12 2
23 136.33 humidity 70 720 > th dose independent rect. 16 10
29 136.58 humidity 50 720 > th dose dependent rect. 15 10
41 137.11 humidity 80 720 < th dose dependent rect. 18 14
49 137.32 humidity 80 1440 < th dose dependent rect. 12 20
55 137.41 humidity 80 720 < th dose independent rect. 19 2
61 137.56 humidity 80 1440 < th dose dependent rect. 12 16
68 137.58 humidity 80 1440 < th dose dependent rect. 12 10
103 137.87 humidity 70 1440 < th dose independent sin 15 NA
104 137.87 radiation 10 1440 > th dose independent rect. 11 1
118 137.94 humidity 70 1440 < th dose independent rect. 11 20
120 137.95 humidity 70 1440 < th dose independent rect. 11 9
133 137.97 humidity 80 1440 < th dose dependent sin 16 NA
134 137.99 humidity 70 720 < th dose independent sin 13 NA
154 138.17 radiation 10 1440 > th dose independent rect. 11 20
157 138.20 humidity 70 720 > th dose independent sin 13 NA
167 138.30 humidity 60 14400 > th dose independent rect. 4 4
175 138.33 humidity 70 1440 > th dose independent rect. 11 18
191 138.35 humidity 70 1440 > th dose independent rect. 11 20
193 138.36 humidity 70 1440 > th dose independent rect. 11 9
198 138.37 humidity 70 1440 > th dose independent rect. 11 14
207 138.40 humidity 70 720 > th dose independent rect. 16 16
230 138.51 radiation 10 1440 > th dose independent rect. 11 22
237 138.57 humidity 70 1440 > th dose independent sin 16 NA
241 138.58 humidity 70 720 < th dose independent rect. 17 14
269 138.71 radiation 10 1440 > th dose independent rect. 8 23
309 138.80 radiation 10 1440 > th dose independent rect. 15 23
353 138.91 humidity 50 720 > th dose dependent sin 15 NA
381 139.06 radiation 20 1440 < th dose dependent rect. 11 3
397 139.13 humidity 80 1440 < th dose dependent rect. 18 23
399 139.14 humidity 80 1440 < th dose dependent rect. 24 22
428 139.19 humidity 80 1440 < th dose dependent rect. 6 16
435 139.20 humidity 80 1440 < th dose dependent no NA NA
437 139.20 humidity 80 1440 < th dose dependent rect. 6 21
500 139.27 radiation 20 4320 > th dose dependent rect. 6 2
517 139.28 radiation 20 1440 < th dose dependent rect. 11 7
521 139.30 humidity 70 1440 > th dose independent rect. 17 22
522 139.30 humidity 80 1440 < th dose dependent rect. 15 23
526 139.32 radiation 10 1440 > th dose independent rect. 8 10
564 139.38 radiation 10 1440 > th dose independent rect. 11 7
594 139.39 humidity 50 1440 > th dose dependent rect. 11 9
596 139.40 radiation 20 1440 < th dose dependent rect. 11 1
602 139.41 humidity 60 30 > th dose dependent rect. 13 15
637 139.49 radiation 10 1440 > th dose independent sin 22 NA
670 139.51 radiation 20 1440 < th dose dependent rect. 11 17
697 139.57 radiation 20 1440 < th dose dependent rect. 11 14
703 139.59 radiation 10 1440 > th dose independent no NA NA
704 139.59 radiation 10 1440 > th dose independent rect. 6 12
791 139.61 radiation 10 1440 < th dose dependent rect. 13 1
808 139.65 humidity 90 14400 < th dose dependent rect. 16 1
854 139.80 humidity 50 14400 > th dose dependent rect. 16 1
857 139.81 radiation 1 1440 < th dose independent rect. 11 1
859 139.81 radiation 1 1440 < th dose dependent rect. 11 1
862 139.82 humidity 80 1440 < th dose dependent rect. 15 2
877 139.85 temperature 20 10 > th dose independent rect. 22 6
884 139.86 humidity 80 1440 < th dose independent rect. 6 9
894 139.91 humidity 70 720 > th dose independent rect. 15 5
996 140.14 radiation 20 4320 > th dose independent rect. 6 2