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Os11g0194900

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 : 9 (0.0251) R2 : 0.554
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.51 (0.064) R2dC : 0.55 R2C : 0.546
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.131 (0.0527) R2dN8 : 0.00783 R2N8 : 0.00407
σ : 0.472
deviance : 101.94
__
_____
C
peak time of C : 7.98
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 = wind, 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
91.31 0.449 9 0.44 1.5 -1.16 0.318 0.0745 0.167 8.1 9.2 11 -- --
91.31 0.445 9 0.44 1.5 -1.18 0.318 -- 0.167 8.1 9.2 11 -- --
91.61 0.446 9 0.449 1.5 -1.12 -- 0.153 0.167 8.09 9.2 11 -- --
91.61 0.446 9 0.449 1.5 -1.16 -- -- 0.166 8.09 9.2 11 -- --
214.11 0.682 9.04 0.454 -- -1.04 -- 1.43 0.18 -- 9.2 11 -- --
95.08 0.457 8.99 0.496 1.51 -- 0.248 -- 0.188 8.01 -- -- -- --
95.26 0.457 8.99 0.503 1.51 -- -- -- 0.187 8 -- -- -- --
214.27 0.682 9.04 0.459 -- -1.46 -- -- 0.184 -- 9.389 11 -- --
96.71 0.458 9.01 -- 1.5 -1.28 -- -- 0.111 8.1 9.001 11 -- --
219.56 0.692 9.03 0.518 -- -- -- -- 0.206 -- -- -- -- --
101.94 0.472 9 -- 1.51 -- -- -- 0.131 7.98 -- -- -- --
218.99 0.689 9.05 -- -- -1.55 -- -- 0.121 -- 8.7 10 -- --
226.64 0.703 9.04 -- -- -- -- -- 0.149 -- -- -- -- --

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 85.82 temperature 25.0 720 > th dose dependent rect. 19 2
3 85.97 temperature 25.0 720 > th dose dependent rect. 19 10
6 86.03 temperature 25.0 720 > th dose dependent rect. 19 6
9 86.17 temperature 25.0 720 > th dose independent rect. 19 6
10 86.19 temperature 25.0 4320 > th dose independent rect. 24 1
15 86.36 temperature 25.0 4320 < th dose independent rect. 24 1
63 87.14 precipitation 0.1 14400 < th dose independent rect. 7 1
65 87.14 precipitation 0.1 14400 < th dose dependent rect. 7 1
74 87.24 temperature 20.0 10 > th dose dependent rect. 20 11
86 87.35 precipitation 0.1 14400 > th dose independent rect. 7 1
89 87.35 precipitation 0.1 14400 > th dose dependent rect. 7 1
101 87.46 temperature 25.0 4320 > th dose dependent rect. 23 2
130 87.81 wind 3.0 14400 < th dose independent rect. 5 1
131 87.81 temperature 25.0 90 > th dose independent rect. 24 6
133 87.82 wind 3.0 14400 > th dose independent rect. 5 1
140 87.84 humidity 90.0 14400 > th dose dependent rect. 8 2
164 87.98 wind 3.0 14400 < th dose independent rect. 4 5
169 88.04 wind 3.0 14400 > th dose independent rect. 4 5
171 88.05 wind 3.0 14400 < th dose independent rect. 4 3
186 88.11 wind 3.0 14400 > th dose independent rect. 4 3
215 88.20 temperature 10.0 720 > th dose independent rect. 1 8
217 88.20 humidity 50.0 720 > th dose independent rect. 1 8
218 88.20 atmosphere 995.0 720 > th dose independent rect. 1 8
219 88.20 temperature 10.0 720 > th dose independent rect. 9 16
226 88.23 wind 9.0 720 < th dose independent rect. 1 8
241 88.32 wind 1.0 14400 > th dose dependent rect. 5 2
242 88.32 wind 5.0 14400 < th dose dependent rect. 5 2
248 88.35 temperature 10.0 720 > th dose independent rect. 13 8
250 88.35 temperature 10.0 720 > th dose independent rect. 21 16
251 88.35 atmosphere 995.0 720 > th dose independent rect. 21 16
257 88.38 wind 9.0 14400 < th dose independent rect. 10 1
274 88.42 wind 3.0 14400 < th dose dependent rect. 4 5
334 88.56 temperature 25.0 720 > th dose independent sin 12 NA
361 88.61 temperature 20.0 90 > th dose dependent rect. 23 7
373 88.64 temperature 25.0 10 > th dose independent rect. 20 16
404 88.72 wind 9.0 14400 > th dose independent rect. 10 1
412 88.73 precipitation 0.1 14400 > th dose dependent rect. 3 7
431 88.77 precipitation 0.1 4320 > th dose independent rect. 24 10
441 88.80 precipitation 0.1 4320 > th dose independent rect. 24 5
447 88.81 humidity 90.0 14400 > th dose dependent rect. 3 1
451 88.82 precipitation 0.1 4320 > th dose independent rect. 24 7
461 88.84 wind 9.0 720 < th dose independent rect. 19 17
466 88.85 precipitation 0.1 4320 < th dose independent rect. 1 4
469 88.85 precipitation 0.1 4320 < th dose dependent rect. 1 4
476 88.86 precipitation 0.1 4320 > th dose dependent rect. 1 4
483 88.87 radiation 40.0 720 < th dose independent rect. 1 8
485 88.87 precipitation 0.1 4320 < th dose independent rect. 1 9
490 88.87 precipitation 0.1 4320 < th dose dependent rect. 1 9
493 88.88 precipitation 0.1 14400 > th dose independent rect. 3 7
503 88.89 temperature 20.0 10 > th dose dependent rect. 24 7
505 88.90 precipitation 0.1 14400 < th dose independent rect. 3 7
508 88.90 precipitation 0.1 14400 < th dose dependent rect. 3 7
510 88.91 precipitation 0.1 4320 < th dose independent rect. 1 6
512 88.91 precipitation 0.1 4320 < th dose dependent rect. 1 6
514 88.92 precipitation 0.1 14400 > th dose independent rect. 4 1
517 88.92 radiation 20.0 1440 < th dose independent rect. 23 8
527 88.94 atmosphere 1005.0 720 > th dose independent rect. 19 1
536 88.95 precipitation 0.1 720 < th dose independent rect. 24 7
542 88.95 precipitation 0.1 720 < th dose dependent rect. 24 7
549 88.96 precipitation 0.1 14400 > th dose dependent rect. 4 1
553 88.96 precipitation 0.1 4320 > th dose dependent rect. 24 7
557 88.97 temperature 25.0 10 > th dose independent rect. 24 12
581 89.00 precipitation 0.1 4320 > th dose independent rect. 24 13
584 89.00 precipitation 0.1 4320 > th dose dependent rect. 24 10
589 89.01 precipitation 0.1 4320 < th dose independent rect. 1 12
597 89.01 precipitation 0.1 4320 < th dose dependent rect. 1 12
599 89.02 precipitation 0.1 4320 < th dose independent rect. 1 1
604 89.02 precipitation 0.1 4320 < th dose dependent rect. 1 1
638 89.05 wind 9.0 14400 < th dose independent rect. 7 4
693 89.12 precipitation 0.1 14400 < th dose independent rect. 4 1
697 89.12 precipitation 0.1 14400 < th dose dependent rect. 4 1
705 89.12 precipitation 0.1 14400 > th dose dependent rect. 2 15
731 89.15 wind 7.0 10 < th dose independent rect. 11 11
777 89.19 precipitation 0.1 4320 > th dose dependent rect. 24 13
778 89.20 humidity 90.0 14400 > th dose independent rect. 7 3
779 89.20 humidity 90.0 14400 > th dose independent rect. 3 7
796 89.22 humidity 80.0 30 < th dose independent rect. 12 23
820 89.23 precipitation 0.1 14400 > th dose dependent rect. 23 18
835 89.25 precipitation 0.1 14400 > th dose independent rect. 2 15
836 89.25 precipitation 0.1 14400 < th dose independent rect. 2 15
842 89.25 precipitation 0.1 14400 < th dose dependent rect. 2 15
843 89.26 humidity 90.0 14400 > th dose independent rect. 9 1
849 89.26 humidity 90.0 14400 > th dose dependent rect. 16 1
869 89.28 humidity 90.0 14400 > th dose independent rect. 3 11
871 89.28 wind 1.0 1440 < th dose dependent rect. 13 1
878 89.29 wind 9.0 720 < th dose independent rect. 13 8
888 89.30 wind 3.0 90 > th dose independent rect. 20 1
922 89.32 humidity 90.0 90 < th dose independent rect. 22 1