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Os06g0672700

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.88 (0.0232) R2 : 0.739
β1 : 1.22 (0.0876) R2dD : 0.127 R2D : 0.115
β2 : 1.27 (0.0677) R2dC : 0.273 R2C : 0.394
β3 : -1.17 (0.111) R2dE : 0.0989 R2E : 0.32
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.463 (0.0531) R2dN8 : 0.0691 R2N8 : 0.0579
σ : 0.427
deviance : 84.01
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C
peak time of C : 16
E
wheather : temperature
threshold : 30.21
memory length : 5
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 = 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
82.25 0.426 8.9 1.07 1.28 -1.16 0.867 0.911 0.421 16.1 30.3 6 -- --
83.11 0.425 8.89 1.19 1.27 -1.17 0.619 -- 0.446 16.1 29.8 5 -- --
83.88 0.427 8.89 1.17 1.29 -1.15 -- 0.374 0.451 16 30.37 5 -- --
84.01 0.427 8.88 1.22 1.27 -1.17 -- -- 0.463 16 30.21 5 -- --
148.01 0.567 8.91 0.882 -- -2.67 -- 0.293 0.278 -- 66.32 53 -- --
101.17 0.472 8.83 1.49 1.62 -- 0.606 -- 0.681 15.7 -- -- -- --
102.25 0.474 8.83 1.5 1.63 -- -- -- 0.684 15.6 -- -- -- --
148.08 0.567 8.91 0.93 -- -2.69 -- -- 0.281 -- 75.41 26 -- --
119.55 0.509 8.92 -- 1.08 -1.66 -- -- 0.234 16.3 29.99 7 -- --
249.32 0.738 8.83 1.43 -- -- -- -- 0.641 -- -- -- -- --
161.34 0.594 8.87 -- 1.6 -- -- -- 0.518 15.6 -- -- -- --
167.27 0.602 8.95 -- -- -2.58 -- -- 0.0943 -- 30.57 57 -- --
303.21 0.813 8.86 -- -- -- -- -- 0.483 -- -- -- -- --

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 69.78 temperature 10.0 90 > th dose dependent rect. 6 21
2 71.23 temperature 30.0 10 < th dose dependent rect. 3 17
6 72.00 temperature 10.0 10 > th dose dependent rect. 6 21
11 72.16 temperature 30.0 270 < th dose dependent rect. 1 4
30 72.94 temperature 10.0 270 > th dose dependent rect. 20 14
37 73.22 temperature 30.0 10 < th dose dependent rect. 3 15
63 74.58 temperature 30.0 10 < th dose dependent rect. 3 5
123 76.01 temperature 10.0 30 > th dose dependent sin 5 NA
127 76.07 temperature 30.0 10 < th dose dependent rect. 12 20
148 76.47 temperature 20.0 270 > th dose independent rect. 5 20
151 76.49 temperature 30.0 90 < th dose dependent rect. 11 21
181 76.97 radiation 1.0 270 < th dose dependent rect. 23 22
189 77.06 radiation 1.0 270 > th dose independent rect. 17 22
199 77.29 radiation 1.0 270 > th dose independent sin 3 NA
215 77.51 temperature 30.0 30 < th dose dependent sin 5 NA
219 77.58 temperature 15.0 10 > th dose dependent rect. 23 13
227 77.73 radiation 1.0 270 < th dose dependent sin 3 NA
237 77.84 radiation 1.0 270 < th dose dependent rect. 1 17
248 78.06 temperature 20.0 270 > th dose independent rect. 20 15
251 78.12 radiation 1.0 270 < th dose independent rect. 23 22
253 78.13 temperature 30.0 10 < th dose dependent rect. 3 9
269 78.25 temperature 15.0 90 > th dose dependent rect. 23 13
282 78.39 wind 7.0 270 < th dose independent rect. 5 21
329 78.80 wind 7.0 270 < th dose independent rect. 6 19
350 79.00 temperature 20.0 90 > th dose independent rect. 23 13
373 79.23 radiation 1.0 270 < th dose independent rect. 1 17
383 79.30 temperature 25.0 90 < th dose independent rect. 3 18
399 79.41 wind 1.0 270 > th dose independent rect. 1 5
403 79.42 wind 9.0 90 < th dose dependent rect. 6 21
453 79.79 temperature 25.0 90 < th dose independent rect. 3 5
469 79.90 precipitation 0.1 270 < th dose independent rect. 2 3
472 79.90 precipitation 0.1 270 < th dose dependent rect. 2 3
522 80.21 wind 5.0 270 < th dose independent rect. 2 3
530 80.25 radiation 1.0 270 < th dose independent sin 4 NA
534 80.26 precipitation 0.1 270 < th dose independent rect. 1 5
535 80.26 precipitation 0.1 270 < th dose dependent rect. 1 5
571 80.40 temperature 10.0 270 > th dose dependent rect. 5 6
606 80.52 radiation 1.0 270 < th dose independent rect. 1 6
613 80.56 wind 5.0 270 < th dose independent rect. 1 5
629 80.61 temperature 20.0 90 > th dose independent sin 4 NA
656 80.72 temperature 10.0 270 > th dose independent rect. 2 3
659 80.72 humidity 50.0 270 > th dose independent rect. 2 3
662 80.72 atmosphere 995.0 270 > th dose independent rect. 2 3
663 80.72 atmosphere 1010.0 270 < th dose independent rect. 2 3
665 80.72 radiation 20.0 270 < th dose independent rect. 2 3
675 80.73 radiation 30.0 270 < th dose dependent rect. 2 3
687 80.77 radiation 1.0 270 < th dose independent rect. 2 3
716 80.87 wind 9.0 270 < th dose dependent rect. 6 9
741 80.95 atmosphere 1010.0 270 < th dose independent rect. 1 5
748 81.00 temperature 10.0 270 > th dose independent rect. 1 5
751 81.00 humidity 50.0 270 > th dose independent rect. 1 5
754 81.00 atmosphere 995.0 270 > th dose independent rect. 1 5
756 81.00 radiation 20.0 270 < th dose independent rect. 1 5
799 81.13 temperature 20.0 10 > th dose independent rect. 23 13
815 81.20 wind 9.0 270 < th dose dependent rect. 6 5
835 81.28 wind 7.0 270 < th dose independent rect. 15 10
881 81.39 temperature 20.0 90 < th dose independent rect. 3 14
892 81.43 precipitation 0.1 270 < th dose independent rect. 6 19
893 81.43 precipitation 0.1 270 < th dose dependent rect. 6 19
949 81.67 precipitation 0.1 270 < th dose independent rect. 5 21
953 81.67 precipitation 0.1 270 < th dose dependent rect. 5 21
960 81.71 temperature 30.0 10 < th dose dependent rect. 13 23
985 81.81 temperature 20.0 270 > th dose independent rect. 5 6