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Os10g0440100

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

Description : DP TF.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.5 (0.02) R2 : 0.00654
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.073 (0.0421) R2dN8 : 0.00844 R2N8 : 0.00654
σ : 0.377
deviance : 65.22
__
_____
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 = 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
34.98 0.278 7.47 -0.794 0.431 0.612 0.58 0.714 -0.0103 13.8 51.19 7306 -- --
35.57 0.278 7.47 -0.734 0.441 0.605 0.612 -- 0.0384 13.8 62.42 7375 -- --
36.26 0.28 7.47 -0.787 0.42 0.625 -- 0.816 -0.00563 13.7 50.47 7216 -- --
37 0.283 7.47 -0.711 0.442 0.608 -- -- 0.0363 13.8 61.24 7363 -- --
45.56 0.314 7.47 -0.808 -- 0.744 -- 0.936 -0.0011 -- 54.16 6900 -- --
41.81 0.303 7.51 -0.64 0.428 -- 0.628 -- -0.138 13.7 -- -- -- --
43.37 0.308 7.51 -0.62 0.428 -- -- -- -0.134 13.8 -- -- -- --
46.58 0.318 7.47 -0.739 -- 0.746 -- -- 0.0512 -- 62.51 6898 -- --
46.44 0.317 7.48 -- 0.431 0.514 -- -- -0.00154 14.1 91.76 13332 -- --
54.5 0.345 7.52 -0.638 -- -- -- -- -0.144 -- -- -- -- --
53.5 0.342 7.49 -- 0.439 -- -- -- -0.065 13.8 -- -- -- --
51.37 0.334 7.47 -- -- 0.613 -- -- 0.0669 -- 94.6 47520 -- --
65.22 0.377 7.5 -- -- -- -- -- -0.073 -- -- -- -- --

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 32.20 temperature 10 270 > th dose dependent rect. 6 14
2 32.42 temperature 15 720 > th dose dependent rect. 8 3
10 33.22 temperature 10 720 > th dose dependent rect. 6 6
21 33.61 temperature 10 270 > th dose dependent rect. 14 21
47 33.98 temperature 10 720 > th dose dependent rect. 24 12
62 34.11 temperature 20 720 > th dose dependent rect. 24 12
115 34.53 humidity 90 14400 > th dose dependent rect. 20 2
143 34.69 temperature 10 720 > th dose dependent rect. 24 17
151 34.74 temperature 10 720 > th dose dependent sin 4 NA
165 34.80 temperature 30 720 < th dose dependent rect. 4 10
169 34.82 temperature 25 720 > th dose independent rect. 8 2
170 34.82 temperature 25 720 > th dose independent rect. 6 5
176 34.85 temperature 30 720 < th dose dependent rect. 3 12
183 34.86 radiation 1 720 < th dose dependent rect. 20 17
232 34.98 radiation 1 720 < th dose dependent rect. 20 15
307 35.15 humidity 90 14400 > th dose dependent rect. 6 17
330 35.21 humidity 90 14400 > th dose dependent rect. 9 14
337 35.22 temperature 30 720 < th dose dependent rect. 5 6
347 35.24 temperature 30 14400 < th dose independent rect. 14 1
369 35.27 temperature 30 270 < th dose independent rect. 20 20
392 35.29 humidity 90 14400 > th dose independent rect. 9 1
393 35.29 humidity 90 14400 > th dose dependent sin 18 NA
415 35.32 temperature 25 720 < th dose independent rect. 4 6
422 35.33 humidity 90 14400 > th dose independent rect. 18 4
430 35.34 temperature 30 14400 > th dose independent rect. 14 1
431 35.34 temperature 30 30 < th dose independent rect. 22 18
438 35.35 humidity 90 14400 > th dose dependent rect. 9 1
445 35.36 humidity 90 720 < th dose independent rect. 8 3
456 35.37 humidity 80 14400 > th dose independent rect. 8 5
478 35.40 humidity 90 14400 < th dose independent rect. 20 1
496 35.42 temperature 30 270 < th dose independent rect. 10 5
498 35.42 temperature 30 720 < th dose dependent sin 3 NA
504 35.44 temperature 20 14400 < th dose independent rect. 19 1
507 35.44 humidity 90 14400 < th dose independent rect. 6 16
520 35.46 temperature 20 14400 > th dose independent rect. 19 1
522 35.46 humidity 90 14400 > th dose independent rect. 6 16
548 35.49 humidity 80 14400 < th dose independent rect. 8 6
559 35.50 humidity 90 14400 < th dose independent rect. 18 4
564 35.50 temperature 30 270 < th dose dependent rect. 9 6
579 35.51 humidity 90 14400 > th dose independent rect. 9 13
581 35.51 temperature 25 14400 < th dose dependent rect. 9 1
627 35.55 humidity 90 14400 < th dose independent rect. 9 2
661 35.57 temperature 30 720 < th dose dependent rect. 7 1
695 35.60 radiation 1 720 < th dose independent rect. 20 19
699 35.61 temperature 25 14400 < th dose independent rect. 10 1
705 35.61 humidity 80 14400 > th dose dependent rect. 8 3
726 35.63 temperature 25 14400 > th dose independent rect. 10 1
729 35.63 humidity 60 14400 < th dose independent rect. 16 4
730 35.63 temperature 25 14400 > th dose independent rect. 13 5
773 35.65 humidity 80 14400 > th dose dependent rect. 7 6
807 35.67 humidity 90 14400 < th dose independent rect. 6 5
808 35.67 humidity 60 14400 < th dose independent rect. 16 17
815 35.67 temperature 25 10 > th dose dependent rect. 19 18
817 35.68 humidity 90 14400 > th dose independent sin 20 NA
823 35.68 temperature 25 14400 > th dose independent rect. 9 7
825 35.68 temperature 25 14400 < th dose independent rect. 8 8
827 35.68 temperature 25 14400 < th dose independent rect. 8 10
828 35.68 humidity 90 14400 > th dose independent rect. 12 10
835 35.68 temperature 20 14400 > th dose dependent rect. 17 1
841 35.68 temperature 30 90 < th dose dependent rect. 21 19
862 35.70 humidity 90 14400 < th dose independent sin 21 NA
863 35.70 humidity 60 4320 > th dose independent rect. 13 1
959 35.73 temperature 10 14400 > th dose dependent rect. 9 1
960 35.73 temperature 25 14400 < th dose dependent rect. 17 1