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Os06g0632700

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

Description : Ferritin/ribonucleotide reductase-like family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.61 (0.0253) R2 : 0.539
β1 : 1.92 (0.0927) R2dD : 0.45 R2D : 0.443
β2 : 0.584 (0.06) R2dC : 0.096 R2C : 0.0884
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.00664 (0.054) R2dN8 : 2.05e-05 R2N8 : 0.000848
σ : 0.476
deviance : 103.24
__
_____
C
peak time of C : 12.1
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 independent, 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
92.68 0.452 6.6 2.11 1.07 -1.15 0.0834 2.07 0.058 15.7 0.1703 751 -- --
96.45 0.457 6.61 2.13 0.781 -0.928 0.99 -- 0.0237 15.9 1.089 875 -- --
91.11 0.445 6.59 2.15 1 -1.27 -- 2.41 0.0826 16.1 0.2261 835 -- --
96.94 0.459 6.62 2.09 1.06 -1.42 -- -- 0.0465 16.6 0.23 874 -- --
104.84 0.48 6.62 1.89 -- 0.42 -- 0.136 -0.0105 -- 0.2261 835 -- --
102.88 0.476 6.61 1.91 0.584 -- 0.308 -- -0.00744 12.3 -- -- -- --
103.24 0.476 6.61 1.92 0.584 -- -- -- -0.00664 12.1 -- -- -- --
104.96 0.479 6.62 1.89 -- 0.421 -- -- -0.0111 -- 0.2261 835 -- --
198.13 0.659 6.66 -- 0.214 0.297 -- -- -0.219 12.5 0.23 874 -- --
124.69 0.522 6.62 1.9 -- -- -- -- -0.0152 -- -- -- -- --
200.32 0.662 6.66 -- 0.559 -- -- -- -0.22 11.9 -- -- -- --
198.64 0.659 6.67 -- -- 0.436 -- -- -0.226 -- 0.5649 1701 -- --
219.98 0.692 6.67 -- -- -- -- -- -0.226 -- -- -- -- --

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 85.79 wind 1.0 14400 < th dose independent rect. 1 2
2 85.82 wind 1.0 14400 > th dose independent rect. 1 2
3 87.38 precipitation 0.1 14400 > th dose independent rect. 5 1
4 87.43 precipitation 0.1 14400 > th dose dependent rect. 5 1
5 87.57 precipitation 0.1 14400 > th dose independent rect. 4 3
6 87.60 radiation 1.0 720 < th dose dependent rect. 15 10
7 87.63 precipitation 0.1 14400 < th dose independent rect. 5 1
8 87.63 precipitation 0.1 14400 < th dose dependent rect. 5 1
9 87.70 precipitation 0.1 14400 > th dose dependent rect. 4 3
12 87.87 precipitation 0.1 14400 < th dose independent rect. 4 3
13 87.87 precipitation 0.1 14400 < th dose dependent rect. 4 3
14 87.93 radiation 1.0 720 < th dose dependent rect. 8 17
15 87.95 radiation 1.0 720 < th dose independent rect. 15 10
21 88.25 humidity 80.0 14400 < th dose dependent rect. 8 1
27 88.40 radiation 1.0 720 < th dose independent rect. 8 17
43 88.68 wind 1.0 14400 < th dose dependent rect. 6 1
49 88.77 humidity 70.0 14400 > th dose independent rect. 7 3
53 88.89 radiation 20.0 14400 < th dose independent rect. 19 11
67 89.08 humidity 70.0 14400 > th dose independent rect. 4 6
70 89.08 humidity 70.0 14400 > th dose independent rect. 23 11
76 89.10 humidity 70.0 14400 > th dose independent rect. 20 14
79 89.12 temperature 10.0 720 > th dose dependent rect. 17 6
80 89.15 temperature 25.0 720 > th dose independent rect. 13 8
84 89.21 radiation 1.0 720 > th dose independent rect. 9 20
88 89.26 radiation 1.0 720 > th dose independent rect. 9 10
99 89.28 temperature 25.0 720 > th dose independent rect. 15 5
106 89.36 humidity 70.0 14400 < th dose independent rect. 8 2
113 89.42 temperature 15.0 720 > th dose dependent rect. 17 4
118 89.58 radiation 1.0 720 > th dose independent rect. 17 2
135 89.63 wind 1.0 14400 < th dose independent rect. 1 7
139 89.67 wind 1.0 14400 < th dose dependent rect. 5 3
148 89.74 radiation 1.0 720 < th dose dependent sin 17 NA
175 89.90 humidity 70.0 14400 < th dose independent rect. 20 14
179 89.92 temperature 15.0 270 > th dose dependent rect. 18 10
224 90.12 wind 1.0 14400 > th dose independent rect. 1 7
237 90.25 wind 1.0 14400 < th dose independent rect. 5 3
247 90.39 radiation 1.0 720 < th dose independent sin 17 NA
248 90.40 humidity 60.0 14400 > th dose independent rect. 20 10
270 90.55 humidity 60.0 14400 < th dose dependent rect. 13 1
281 90.62 wind 1.0 14400 < th dose independent rect. 6 1
319 90.74 wind 1.0 14400 > th dose independent rect. 5 3
342 90.89 wind 1.0 14400 < th dose dependent rect. 2 6
347 90.94 temperature 25.0 720 < th dose independent rect. 14 10
364 91.13 radiation 1.0 720 < th dose dependent rect. 1 16
426 91.37 temperature 25.0 720 > th dose independent sin 18 NA
427 91.38 radiation 1.0 720 < th dose dependent rect. 23 18
432 91.41 wind 5.0 4320 > th dose independent rect. 14 2
438 91.44 wind 5.0 4320 < th dose independent rect. 13 3
443 91.45 wind 5.0 4320 < th dose independent rect. 14 1
481 91.62 radiation 1.0 720 > th dose independent sin 20 NA
484 91.63 atmosphere 995.0 43200 < th dose dependent rect. 14 18
489 91.65 humidity 80.0 720 < th dose independent rect. 11 2
510 91.68 humidity 80.0 14400 < th dose dependent sin 7 NA
518 91.72 humidity 50.0 14400 > th dose dependent rect. 8 1
536 91.82 atmosphere 995.0 43200 < th dose dependent sin 15 NA
570 91.92 wind 3.0 4320 > th dose dependent rect. 14 1
581 91.96 temperature 25.0 720 < th dose independent rect. 12 18
589 91.99 humidity 80.0 720 < th dose independent rect. 11 8
601 92.02 atmosphere 995.0 43200 < th dose dependent rect. 14 13
618 92.05 atmosphere 995.0 43200 > th dose independent rect. 17 17
647 92.11 atmosphere 995.0 43200 < th dose independent rect. 17 17
649 92.13 temperature 25.0 720 < th dose independent sin 16 NA
652 92.13 humidity 70.0 720 > th dose dependent rect. 23 17
657 92.16 atmosphere 995.0 43200 > th dose independent sin 10 NA
660 92.17 humidity 70.0 14400 > th dose independent sin 8 NA
668 92.19 temperature 15.0 720 > th dose dependent rect. 11 12
671 92.20 atmosphere 995.0 43200 < th dose independent sin 10 NA
675 92.20 temperature 15.0 30 > th dose dependent rect. 18 11
688 92.23 humidity 70.0 14400 < th dose independent sin 8 NA
791 92.42 radiation 1.0 720 > th dose independent sin 15 NA
863 92.48 radiation 1.0 720 < th dose independent rect. 1 15
923 92.59 humidity 90.0 14400 > th dose dependent rect. 8 7
946 92.65 radiation 1.0 720 < th dose independent rect. 23 17
968 92.69 humidity 50.0 14400 > th dose independent rect. 13 1
977 92.71 humidity 60.0 14400 < th dose independent rect. 19 19
980 92.71 humidity 90.0 14400 > th dose dependent rect. 9 5