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Os04g0438700

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

Description : Similar to Muscleblind-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.86 (0.0197) R2 : 0.49
β1 : 1.33 (0.072) R2dD : 0.398 R2D : 0.233
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.55 (0.042) R2dN8 : 0.257 R2N8 : 0.0918
σ : 0.369
deviance : 62.37
__
_____
C
peak time of C : --
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 = temperature, 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
45.81 0.318 9.79 2 0.325 -0.0505 0.507 3.82 0.72 2 18.16 228 -- --
56.2 0.349 9.87 1.28 0.304 0.0867 -0.364 -- 0.524 2.26 14.71 2024 -- --
46.17 0.316 9.79 1.94 0.326 -0.0184 -- 3.47 0.702 2.11 18 337 -- --
54.99 0.345 9.88 1.27 0.337 0.293 -- -- 0.53 2.65 29.58 607 -- --
51.56 0.334 9.78 2 -- -0.282 -- 3.47 0.748 -- 18.3 249 -- --
56.33 0.352 9.87 1.31 0.306 -- -0.351 -- 0.54 2.13 -- -- -- --
56.74 0.353 9.87 1.32 0.304 -- -- -- 0.543 1.71 -- -- -- --
60.46 0.362 9.85 1.28 -- 0.242 -- -- 0.588 -- 30.2 3748 -- --
95.85 0.456 9.88 -- 0.288 0.494 -- -- 0.452 2.26 27.31 4913 -- --
62.37 0.369 9.86 1.33 -- -- -- -- 0.55 -- -- -- -- --
102.81 0.474 9.9 -- 0.329 -- -- -- 0.396 1.83 -- -- -- --
67.46 0.383 9.98 -- -- 0.96 -- -- 0.053 -- 19.9 47520 -- --
109.35 0.488 9.9 -- -- -- -- -- 0.402 -- -- -- -- --

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 45.05 wind 1 14400 > th dose independent rect. 2 1
2 45.63 wind 1 14400 < th dose independent rect. 2 1
3 45.84 temperature 15 270 > th dose dependent rect. 13 23
6 46.06 radiation 40 43200 < th dose independent rect. 16 9
7 46.06 temperature 25 270 < th dose dependent rect. 21 23
10 46.16 temperature 15 270 > th dose dependent rect. 3 23
18 46.23 radiation 40 43200 < th dose independent rect. 16 11
23 46.25 temperature 30 270 < th dose dependent rect. 10 23
27 46.29 temperature 30 270 < th dose dependent rect. 8 23
40 46.46 temperature 15 270 > th dose dependent no NA NA
62 46.57 temperature 25 270 < th dose dependent no NA NA
63 46.58 humidity 60 43200 < th dose independent rect. 8 3
82 46.70 temperature 20 270 > th dose independent rect. 11 23
85 46.71 radiation 40 43200 < th dose independent rect. 16 5
90 46.73 temperature 25 4320 < th dose dependent rect. 21 1
94 46.74 humidity 60 43200 > th dose independent rect. 8 3
102 46.76 humidity 60 43200 > th dose independent rect. 9 1
123 46.83 temperature 25 270 < th dose dependent rect. 15 23
124 46.84 temperature 20 270 > th dose independent rect. 13 21
127 46.84 temperature 20 90 > th dose dependent rect. 7 23
138 46.86 temperature 25 270 < th dose dependent rect. 17 23
144 46.89 temperature 25 1440 < th dose dependent rect. 20 5
149 46.90 temperature 30 10 < th dose dependent rect. 1 23
155 46.92 temperature 20 4320 < th dose independent rect. 12 12
172 46.95 temperature 20 4320 < th dose independent rect. 17 7
173 46.95 radiation 10 43200 < th dose independent rect. 18 7
186 46.97 radiation 10 43200 < th dose independent rect. 18 9
187 46.97 temperature 20 270 < th dose independent rect. 21 21
188 46.97 temperature 20 43200 < th dose dependent rect. 3 1
193 46.97 temperature 30 10 < th dose dependent rect. 13 23
211 47.01 radiation 10 43200 < th dose independent rect. 18 5
214 47.01 radiation 20 43200 > th dose dependent rect. 6 1
228 47.01 temperature 10 720 > th dose dependent rect. 20 21
230 47.02 radiation 10 43200 < th dose independent rect. 18 3
235 47.02 temperature 15 270 > th dose dependent rect. 19 23
251 47.05 temperature 20 43200 < th dose independent rect. 17 1
252 47.05 temperature 20 4320 < th dose independent rect. 20 3
255 47.05 radiation 1 43200 < th dose dependent rect. 6 1
267 47.06 temperature 20 43200 > th dose independent rect. 17 1
281 47.07 temperature 20 4320 > th dose independent rect. 12 12
286 47.07 temperature 25 1440 < th dose dependent rect. 17 19
295 47.08 temperature 20 270 > th dose independent rect. 2 23
303 47.08 temperature 30 30 < th dose dependent rect. 3 23
328 47.10 temperature 20 10 > th dose dependent rect. 13 23
359 47.12 temperature 30 30 < th dose dependent rect. 17 23
381 47.14 temperature 20 4320 > th dose independent rect. 15 9
383 47.14 temperature 15 1440 > th dose dependent rect. 21 4
391 47.15 temperature 20 4320 > th dose independent rect. 17 7
394 47.15 humidity 60 43200 < th dose dependent rect. 11 1
426 47.17 radiation 30 43200 < th dose independent rect. 16 15
431 47.17 temperature 15 1440 > th dose dependent rect. 17 10
447 47.18 temperature 20 43200 < th dose dependent sin 9 NA
465 47.18 temperature 15 30 > th dose dependent rect. 21 23
505 47.20 temperature 15 1440 > th dose dependent rect. 18 8
524 47.21 wind 1 43200 > th dose independent rect. 5 1
525 47.21 radiation 10 43200 < th dose independent rect. 5 1
528 47.21 radiation 10 43200 < th dose independent rect. 22 8
535 47.21 wind 3 43200 < th dose dependent rect. 24 1
536 47.21 temperature 10 4320 > th dose dependent rect. 21 1
560 47.22 wind 1 43200 < th dose independent rect. 11 2
563 47.22 radiation 10 43200 < th dose independent rect. 24 6
587 47.22 temperature 30 30 < th dose dependent rect. 9 23
623 47.24 temperature 20 4320 < th dose independent sin 18 NA
629 47.24 temperature 25 1440 < th dose dependent sin 13 NA
641 47.24 radiation 10 43200 < th dose dependent rect. 19 10
649 47.24 radiation 40 43200 > th dose dependent rect. 15 17
657 47.25 humidity 90 14400 < th dose independent rect. 23 8
687 47.25 temperature 30 10 < th dose dependent rect. 23 23
714 47.27 radiation 1 43200 > th dose independent rect. 4 1
716 47.27 temperature 20 4320 > th dose independent rect. 20 3
728 47.27 temperature 20 43200 < th dose independent rect. 6 12
730 47.27 radiation 1 43200 > th dose dependent rect. 4 1
771 47.28 temperature 20 43200 > th dose independent rect. 6 12
775 47.28 temperature 20 43200 < th dose dependent rect. 6 1
796 47.28 temperature 15 10 > th dose dependent rect. 15 23
799 47.28 temperature 30 30 < th dose dependent rect. 19 23
835 47.30 temperature 20 4320 > th dose independent sin 18 NA
898 47.32 temperature 20 43200 > th dose independent rect. 6 9