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Os07g0479200

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

Description : Similar to SL15-like (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.1 (0.0154) R2 : 0.0124
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0775 (0.0324) R2dN8 : 0.0161 R2N8 : 0.0124
σ : 0.289
deviance : 38.45
__
_____
C
peak time of C : --
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 = 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
18.78 0.204 11.2 -0.173 0.251 0.466 -0.479 -2.21 -0.118 5.36 19.29 1858 -- --
22.5 0.221 11.1 0.402 0.21 0.41 -0.335 -- 0.0489 5.23 14.8 6919 -- --
19.12 0.204 11.1 -0.0945 0.207 0.438 -- -1.99 -0.0988 4.63 17.67 1459 -- --
22.52 0.221 11.1 0.303 0.217 0.532 -- -- -0.00737 4.95 11.26 7717 -- --
21.03 0.214 11.1 -0.0864 -- 0.5 -- -2.01 -0.092 -- 17.5 1293 -- --
26.58 0.242 11.1 0.575 0.221 -- -0.366 -- 0.135 4.91 -- -- -- --
26.91 0.243 11.1 0.576 0.219 -- -- -- 0.137 4.59 -- -- -- --
24.66 0.231 11.1 0.298 -- 0.538 -- -- -0.0165 -- 9.721 8422 -- --
23.95 0.228 11.1 -- 0.214 0.666 -- -- -0.094 4.75 10.8 10775 -- --
29.46 0.254 11.1 0.584 -- -- -- -- 0.142 -- -- -- -- --
35.64 0.279 11.1 -- 0.229 -- -- -- 0.0725 4.53 -- -- -- --
26.06 0.238 11.1 -- -- 0.681 -- -- -0.0972 -- 9.91 11211 -- --
38.45 0.289 11.1 -- -- -- -- -- 0.0775 -- -- -- -- --

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 17.89 radiation 1 14400 > th dose independent rect. 18 1
12 18.23 wind 3 43200 < th dose independent rect. 20 1
13 18.27 wind 3 43200 > th dose independent rect. 20 1
14 18.46 temperature 20 1440 > th dose dependent rect. 18 4
15 18.48 wind 3 43200 < th dose dependent rect. 20 2
31 18.61 temperature 15 1440 > th dose dependent rect. 16 13
41 18.64 radiation 1 14400 < th dose independent rect. 18 11
52 18.66 wind 3 43200 > th dose independent rect. 11 3
69 18.68 temperature 30 1440 < th dose dependent rect. 17 12
83 18.70 temperature 15 1440 > th dose dependent sin 13 NA
98 18.71 temperature 30 1440 < th dose dependent rect. 18 4
112 18.72 wind 3 43200 < th dose dependent rect. 11 1
151 18.75 wind 3 43200 < th dose independent rect. 11 3
161 18.76 temperature 20 1440 < th dose independent rect. 4 2
162 18.76 radiation 1 14400 < th dose independent rect. 18 7
166 18.76 temperature 10 1440 > th dose dependent rect. 20 1
177 18.77 radiation 1 14400 < th dose independent rect. 18 3
182 18.77 temperature 30 1440 < th dose dependent rect. 20 1
199 18.78 radiation 1 14400 < th dose independent rect. 18 1
206 18.78 radiation 1 14400 < th dose dependent rect. 3 2
229 18.80 temperature 30 1440 < th dose dependent sin 13 NA
298 18.85 temperature 20 1440 > th dose independent rect. 4 2
346 18.87 temperature 20 720 > th dose dependent rect. 19 22
372 18.90 wind 5 43200 > th dose independent rect. 15 1
416 18.92 wind 3 43200 < th dose independent rect. 9 6
434 18.93 wind 5 43200 < th dose independent rect. 15 1
435 18.93 wind 3 43200 > th dose independent rect. 9 6
467 18.95 wind 1 43200 > th dose independent rect. 23 3
498 18.97 humidity 80 43200 < th dose dependent rect. 20 4
517 18.98 wind 3 43200 > th dose dependent rect. 15 1
535 18.99 wind 5 43200 < th dose dependent rect. 11 4
560 19.00 wind 3 43200 < th dose independent rect. 8 8
601 19.02 radiation 1 14400 < th dose dependent rect. 18 2
621 19.03 wind 1 43200 < th dose independent rect. 23 3
654 19.04 wind 1 43200 > th dose independent rect. 24 1
655 19.04 wind 3 43200 > th dose independent rect. 19 3
658 19.04 temperature 20 1440 > th dose dependent no NA NA
676 19.04 temperature 20 720 > th dose dependent rect. 23 23
681 19.05 temperature 25 1440 < th dose dependent rect. 1 4
692 19.05 temperature 20 720 > th dose dependent rect. 1 23
722 19.06 temperature 20 720 > th dose dependent rect. 3 21
737 19.07 wind 5 43200 < th dose dependent rect. 9 7
740 19.07 humidity 90 14400 > th dose dependent rect. 18 10
796 19.09 wind 1 43200 > th dose dependent rect. 11 5
828 19.10 wind 3 43200 < th dose dependent rect. 9 3
832 19.10 wind 3 43200 < th dose dependent rect. 8 5
859 19.11 wind 3 43200 > th dose independent rect. 8 15
868 19.11 humidity 90 14400 > th dose dependent rect. 20 7
897 19.12 temperature 15 1440 > th dose dependent rect. 1 4
898 19.12 humidity 90 14400 > th dose dependent rect. 21 5
977 19.14 wind 7 43200 < th dose dependent rect. 11 13