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Os01g0832900

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

Description : Similar to Ser-Thr protein kinase-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.97 (0.0316) R2 : 0.648
β1 : -1.84 (0.116) R2dD : 0.207 R2D : 0.173
β2 : 1.29 (0.0768) R2dC : 0.22 R2C : 0.164
β3 : -1.8 (0.112) R2dE : 0.214 R2E : 0.0969
β4 : -2.82 (0.3) R2dD*C : 0.0721 R2D*C : 0.0774
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.498 (0.0682) R2dN8 : 0.0577 R2N8 : -0.0159
σ : 0.59
deviance : 160.21
__
_____
C
peak time of C : 13.8
E
wheather : radiation
threshold : 15.45
memory length : 995
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 = radiation, 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
150.67 0.577 8.95 -1.92 1.26 -3.21 -3.85 5.71 -0.513 9.64 7.861 845 -- --
160.21 0.59 8.97 -1.84 1.29 -1.8 -2.82 -- -0.498 13.8 15.45 995 -- --
185.36 0.634 8.94 -2.03 0.898 -2.97 -- 3.54 -0.448 8.14 5.807 724 -- --
191.46 0.644 8.93 -1.77 1.4 -2.48 -- -- -0.42 12.5 8.284 1002 -- --
175.82 0.618 9.01 -2.2 -- -2.58 -- 4.25 -0.695 -- 7.202 1949 -- --
204.72 0.671 8.95 -1.77 1.58 -- -2.89 -- -0.309 16.1 -- -- -- --
226.39 0.705 8.96 -1.81 1.59 -- -- -- -0.325 16.5 -- -- -- --
200.33 0.659 9.01 -1.89 -- -2.59 -- -- -0.628 -- 6.624 2015 -- --
281.65 0.782 8.92 -- 1.36 -2.42 -- -- -0.296 12.5 10 982 -- --
361.36 0.888 8.95 -1.87 -- -- -- -- -0.367 -- -- -- -- --
312.4 0.827 8.92 -- 1.62 -- -- -- -0.124 16.5 -- -- -- --
281.61 0.782 8.97 -- -- -2.77 -- -- -0.442 -- 10 2004 -- --
453.41 0.994 8.9 -- -- -- -- -- -0.16 -- -- -- -- --

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
1 153.46 radiation 20 720 < th dose dependent rect. 15 17
2 153.49 temperature 20 720 < th dose independent rect. 4 3
4 154.20 temperature 25 270 < th dose independent rect. 7 6
8 154.91 temperature 20 720 > th dose independent rect. 4 2
9 154.99 temperature 25 270 < th dose independent rect. 9 2
10 155.08 temperature 20 720 > th dose independent rect. 3 4
17 155.64 radiation 10 720 < th dose dependent rect. 1 23
19 156.07 radiation 10 720 < th dose dependent rect. 5 19
22 156.28 radiation 20 1440 < th dose independent rect. 16 1
26 156.56 humidity 70 1440 > th dose independent rect. 19 18
27 156.71 radiation 10 720 < th dose dependent rect. 3 21
29 156.83 humidity 70 1440 < th dose independent rect. 18 19
37 157.27 radiation 20 1440 < th dose independent rect. 16 5
38 157.30 radiation 20 1440 < th dose independent rect. 16 7
55 157.76 radiation 20 720 < th dose dependent sin 12 NA
56 157.77 humidity 70 1440 > th dose independent rect. 6 7
64 157.87 humidity 70 1440 > th dose independent rect. 24 13
65 157.87 humidity 70 1440 > th dose independent rect. 22 15
76 158.05 radiation 1 1440 > th dose dependent rect. 15 21
78 158.18 radiation 10 720 < th dose dependent rect. 19 23
80 158.19 radiation 10 720 < th dose dependent rect. 11 22
84 158.27 humidity 70 1440 < th dose independent sin 9 NA
90 158.37 radiation 20 1440 < th dose independent rect. 15 17
100 158.56 humidity 70 1440 > th dose independent sin 8 NA
101 158.56 radiation 10 720 < th dose dependent rect. 9 23
102 158.61 humidity 80 1440 < th dose dependent rect. 6 7
109 158.66 radiation 10 720 < th dose dependent rect. 15 23
113 158.71 radiation 1 1440 > th dose dependent rect. 15 17
134 158.98 humidity 70 1440 < th dose independent rect. 6 7
167 159.13 temperature 25 720 < th dose dependent rect. 3 4
168 159.13 radiation 40 1440 < th dose dependent rect. 15 21
169 159.14 humidity 70 1440 > th dose independent rect. 9 4
200 159.42 radiation 40 1440 > th dose dependent rect. 14 21
212 159.53 humidity 80 1440 < th dose dependent sin 6 NA
219 159.63 radiation 10 720 < th dose dependent no NA NA
227 159.77 radiation 1 1440 > th dose dependent sin 12 NA
228 159.78 radiation 10 720 < th dose dependent rect. 21 23
232 159.85 radiation 20 1440 > th dose independent rect. 16 16
239 159.95 radiation 1 1440 > th dose dependent rect. 16 15
243 159.99 temperature 25 720 < th dose dependent rect. 4 1
244 159.99 temperature 15 720 > th dose dependent rect. 3 3
270 160.27 radiation 20 720 < th dose independent sin 12 NA
291 160.46 humidity 70 1440 < th dose independent rect. 9 4
297 160.50 radiation 10 720 < th dose dependent rect. 5 23
317 160.68 radiation 10 720 < th dose independent rect. 21 10
325 160.80 radiation 40 1440 > th dose independent rect. 14 22
339 160.94 radiation 1 1440 > th dose dependent rect. 16 1
360 161.11 radiation 40 1440 < th dose dependent rect. 16 1
363 161.12 radiation 40 1440 < th dose independent rect. 10 2
377 161.21 radiation 20 1440 < th dose dependent rect. 16 1
403 161.49 radiation 40 1440 > th dose independent rect. 9 3
407 161.52 radiation 40 1440 > th dose dependent rect. 9 2
448 161.72 radiation 10 720 < th dose dependent rect. 23 23
463 161.85 radiation 10 720 < th dose independent rect. 23 8
472 161.91 radiation 30 1440 > th dose dependent rect. 8 4
481 161.96 radiation 30 1440 < th dose independent rect. 14 22
502 162.02 radiation 20 270 < th dose independent rect. 10 22
510 162.10 radiation 40 1440 > th dose dependent sin 12 NA
539 162.33 humidity 50 1440 > th dose dependent rect. 7 6
598 162.60 humidity 50 1440 > th dose dependent rect. 5 8
654 162.67 radiation 20 1440 > th dose independent rect. 15 21
749 163.17 radiation 40 1440 > th dose independent sin 11 NA
805 163.40 radiation 40 1440 < th dose independent rect. 6 6
815 163.42 radiation 10 720 < th dose dependent rect. 3 14
846 163.54 radiation 40 1440 < th dose independent rect. 24 12
847 163.54 radiation 40 1440 < th dose independent rect. 22 14
869 163.71 radiation 30 1440 > th dose dependent sin 7 NA
871 163.72 radiation 20 1440 > th dose independent sin 12 NA
897 163.84 radiation 10 270 < th dose independent rect. 1 23
914 163.92 radiation 1 720 < th dose independent rect. 15 9
949 164.17 radiation 10 270 < th dose independent rect. 13 21