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Os04g0410200

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.47 (0.031) R2 : 0.224
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.862 (0.0752) R2dC : 0.225 R2C : 0.223
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0272 (0.0651) R2dN8 : 0.000385 R2N8 : -0.000913
σ : 0.584
deviance : 155.77
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_____
C
peak time of C : 22.1
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 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
132.36 0.541 7.49 0.215 0.725 0.387 0.323 -2.97 -0.0449 22.7 21.64 846 -- --
147.96 0.567 7.45 0.311 0.728 0.355 -0.139 -- 0.0693 22.4 35.09 939 -- --
132.69 0.536 7.49 0.211 0.732 0.386 -- -2.93 -0.0423 22.7 21.67 818 -- --
143.15 0.557 7.49 0.491 0.919 1.15 -- -- 0.128 22.4 57.05 237 -- --
153.91 0.578 7.45 0.169 -- 0.907 -- -2.45 -0.0518 -- 4.631e-05 939 -- --
151.22 0.576 7.46 0.382 0.86 -- -0.353 -- 0.071 21.9 -- -- -- --
151.67 0.577 7.46 0.394 0.86 -- -- -- 0.0712 22 -- -- -- --
165.93 0.6 7.46 0.321 -- 0.923 -- -- -0.0394 -- -3.555 961 -- --
148.9 0.568 7.46 -- 0.95 1.12 -- -- 0.0608 22.4 57.12 233 -- --
196.29 0.655 7.44 0.405 -- -- -- -- 0.072 -- -- -- -- --
155.77 0.584 7.47 -- 0.862 -- -- -- 0.0272 22.1 -- -- -- --
168.34 0.604 7.48 -- -- 0.967 -- -- -0.0991 -- -1.178 1007 -- --
200.62 0.661 7.45 -- -- -- -- -- 0.027 -- -- -- -- --

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
1 131.69 radiation 1.0 10 > th dose dependent rect. 13 23
2 132.51 humidity 50.0 1440 > th dose independent rect. 2 10
3 132.58 humidity 70.0 1440 > th dose independent rect. 9 3
4 132.58 radiation 40.0 1440 > th dose dependent rect. 10 1
7 133.00 radiation 10.0 720 > th dose dependent rect. 15 17
8 133.31 humidity 50.0 1440 > th dose independent rect. 4 8
10 133.35 radiation 40.0 1440 < th dose independent rect. 15 8
12 133.37 temperature 30.0 270 < th dose dependent rect. 24 7
13 133.39 radiation 10.0 720 > th dose dependent sin 13 NA
14 133.48 radiation 40.0 1440 > th dose dependent rect. 15 20
32 133.59 humidity 70.0 1440 < th dose independent rect. 9 3
33 133.60 radiation 1.0 10 > th dose dependent rect. 15 21
36 133.81 temperature 25.0 270 < th dose dependent rect. 24 4
38 133.87 humidity 70.0 1440 > th dose independent rect. 19 17
41 133.90 humidity 70.0 1440 < th dose independent rect. 18 18
42 134.02 radiation 20.0 720 > th dose dependent rect. 14 19
45 134.12 temperature 25.0 270 < th dose independent rect. 23 8
52 134.21 radiation 40.0 1440 < th dose independent rect. 15 6
54 134.23 radiation 1.0 30 > th dose dependent rect. 11 1
72 134.24 radiation 40.0 30 < th dose independent rect. 1 10
75 134.27 wind 1.0 30 > th dose independent rect. 1 10
78 134.31 radiation 20.0 720 > th dose independent sin 13 NA
80 134.35 temperature 30.0 10 < th dose independent rect. 11 14
81 134.37 humidity 70.0 1440 > th dose independent rect. 2 10
84 134.39 humidity 70.0 1440 > th dose independent rect. 4 8
91 134.42 humidity 70.0 1440 > th dose independent rect. 22 14
96 134.44 radiation 1.0 30 > th dose dependent rect. 7 5
100 134.53 radiation 30.0 720 > th dose independent rect. 14 19
101 134.53 radiation 1.0 10 > th dose dependent rect. 18 18
104 134.58 radiation 1.0 10 > th dose dependent rect. 5 7
116 134.61 temperature 20.0 90 < th dose independent rect. 1 4
137 134.75 radiation 30.0 720 > th dose independent rect. 15 17
149 134.87 radiation 20.0 30 > th dose independent rect. 11 1
155 134.92 humidity 70.0 720 < th dose independent rect. 13 23
156 134.95 radiation 20.0 1440 < th dose independent rect. 16 1
162 134.95 temperature 30.0 30 < th dose dependent rect. 1 10
174 134.96 radiation 40.0 1440 < th dose independent rect. 15 17
175 134.97 radiation 10.0 720 > th dose dependent rect. 11 22
176 134.99 humidity 70.0 720 < th dose independent rect. 17 23
183 135.04 humidity 70.0 720 < th dose independent rect. 15 23
184 135.06 humidity 60.0 30 > th dose independent rect. 1 10
189 135.12 humidity 70.0 720 < th dose independent rect. 11 23
197 135.17 radiation 40.0 1440 < th dose independent rect. 15 4
200 135.18 radiation 20.0 1440 < th dose independent rect. 16 14
204 135.21 wind 1.0 30 > th dose independent rect. 11 14
205 135.21 humidity 80.0 1440 < th dose dependent rect. 9 3
211 135.23 radiation 1.0 30 > th dose dependent rect. 9 3
224 135.24 radiation 20.0 1440 < th dose independent rect. 16 3
250 135.31 humidity 70.0 720 > th dose independent rect. 11 23
253 135.32 radiation 20.0 1440 < th dose independent rect. 16 11
254 135.32 radiation 20.0 720 < th dose independent rect. 1 23
283 135.43 humidity 70.0 720 > th dose independent rect. 15 22
285 135.44 humidity 70.0 720 > th dose independent sin 18 NA
294 135.47 radiation 40.0 1440 > th dose dependent sin 10 NA
308 135.48 radiation 40.0 720 < th dose dependent rect. 1 23
310 135.49 radiation 10.0 720 > th dose dependent sin 18 NA
311 135.50 radiation 40.0 720 < th dose independent rect. 16 23
313 135.51 humidity 70.0 30 > th dose independent rect. 1 13
315 135.52 humidity 70.0 720 < th dose independent no NA NA
316 135.52 humidity 70.0 720 < th dose independent rect. 9 11
319 135.52 humidity 70.0 720 < th dose independent rect. 6 14
387 135.54 radiation 20.0 720 > th dose independent rect. 11 21
394 135.57 humidity 70.0 720 < th dose independent sin 20 NA
396 135.57 radiation 30.0 720 < th dose independent rect. 5 23
426 135.60 humidity 70.0 720 > th dose independent rect. 11 13
432 135.62 temperature 30.0 30 < th dose independent rect. 1 10
436 135.63 humidity 70.0 720 > th dose independent rect. 6 22
505 135.76 humidity 70.0 720 > th dose independent rect. 9 23
510 135.78 humidity 70.0 720 > th dose independent rect. 9 19
537 135.83 radiation 20.0 720 < th dose independent rect. 11 23
541 135.84 radiation 40.0 10 < th dose dependent rect. 1 10
545 135.86 wind 7.0 30 < th dose independent rect. 1 10
555 135.89 radiation 40.0 720 < th dose dependent sin 19 NA
560 135.91 wind 1.0 14400 > th dose independent rect. 18 1
562 135.91 radiation 20.0 720 > th dose dependent no NA NA
563 135.91 radiation 20.0 720 > th dose dependent rect. 6 11
654 135.92 temperature 20.0 720 < th dose independent rect. 5 2
689 135.96 precipitation 0.1 30 < th dose independent rect. 11 14
690 135.96 humidity 70.0 720 > th dose independent rect. 11 17
703 135.96 precipitation 0.1 30 < th dose dependent rect. 11 14
727 136.00 humidity 50.0 30 > th dose dependent rect. 1 21
730 136.01 humidity 80.0 1440 < th dose dependent rect. 3 9
731 136.01 humidity 80.0 1440 < th dose dependent rect. 24 12
732 136.02 radiation 20.0 720 > th dose independent rect. 11 6
749 136.02 humidity 80.0 1440 < th dose dependent rect. 5 7
759 136.04 humidity 70.0 720 > th dose independent rect. 1 23
764 136.05 precipitation 0.1 30 < th dose independent rect. 1 10
768 136.05 precipitation 0.1 30 < th dose dependent rect. 1 10
770 136.06 humidity 70.0 30 < th dose independent rect. 11 1
779 136.09 temperature 10.0 1440 > th dose independent rect. 2 10
782 136.09 atmosphere 995.0 1440 > th dose independent rect. 2 10
783 136.09 temperature 10.0 1440 > th dose independent rect. 12 14
788 136.10 radiation 20.0 720 < th dose independent sin 19 NA
789 136.10 humidity 90.0 10 < th dose dependent rect. 11 1
794 136.11 temperature 30.0 720 < th dose dependent rect. 4 5
888 136.14 radiation 40.0 1440 < th dose independent rect. 15 12
889 136.14 wind 9.0 30 < th dose independent rect. 11 14
895 136.14 radiation 40.0 720 < th dose dependent rect. 5 23
903 136.16 radiation 10.0 720 > th dose dependent rect. 10 8
918 136.17 radiation 30.0 720 < th dose independent no NA NA
920 136.17 humidity 50.0 1440 > th dose independent rect. 18 18
928 136.17 humidity 50.0 30 > th dose dependent rect. 1 17
937 136.18 humidity 60.0 30 > th dose independent rect. 1 21
956 136.19 temperature 10.0 30 > th dose independent rect. 1 10
959 136.19 atmosphere 995.0 30 > th dose independent rect. 1 10
960 136.19 atmosphere 1015.0 30 < th dose independent rect. 1 10
961 136.19 temperature 10.0 30 > th dose independent rect. 11 14
962 136.19 radiation 30.0 720 < th dose independent rect. 13 23
974 136.22 humidity 70.0 1440 > th dose independent sin 8 NA