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Os03g0849100

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

Description : Similar to TDRGA-1 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.55 (0.0613) R2 : 0.494
β1 : 0.276 (0.228) R2dD : 0.0018 R2D : -0.00962
β2 : 2.36 (0.157) R2dC : 0.253 R2C : 0.2
β3 : -2.79 (0.184) R2dE : 0.269 R2E : 0.204
β4 : 3.02 (0.683) R2dD*C : 0.0216 R2D*C : 0.018
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.518 (0.131) R2dN8 : 0.0235 R2N8 : 0.00243
σ : 1.14
deviance : 603.18
__
_____
C
peak time of C : 19.7
E
wheather : humidity
threshold : 70
memory length : 1213
response mode : < th
dose dependency : dose independent
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 = humidity, response mode = < th, dose dependency = dose independent, 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
602.58 1.15 7.53 0.385 2.31 -2.82 2.93 0.781 0.553 19.6 69.99 1233 -- --
603.18 1.14 7.55 0.276 2.36 -2.79 3.02 -- 0.518 19.7 70 1213 -- --
625.86 1.17 7.52 0.364 2.36 -2.84 -- 1.24 0.572 19.6 69.74 1213 -- --
628.64 1.17 7.54 0.205 2.33 -2.75 -- -- 0.524 19.6 70 1224 -- --
890.91 1.39 7.46 0.388 -- -2.76 -- 1.07 0.568 -- 69.02 1309 -- --
881.22 1.39 7.59 -0.358 2.3 -- 2.75 -- 0.307 18.6 -- -- -- --
900.12 1.4 7.58 -0.397 2.31 -- -- -- 0.316 18.5 -- -- -- --
892.06 1.39 7.48 0.162 -- -2.7 -- -- 0.5 -- 69.56 1311 -- --
627.17 1.17 7.59 -- 2.33 -2.67 -- -- 0.307 19.5 69 1223 -- --
1177.81 1.6 7.54 -0.454 -- -- -- -- 0.268 -- -- -- -- --
904.27 1.41 7.57 -- 2.32 -- -- -- 0.36 18.5 -- -- -- --
892.74 1.39 7.49 -- -- -2.67 -- -- 0.48 -- 69.4 1311 -- --
1183.25 1.61 7.53 -- -- -- -- -- 0.318 -- -- -- -- --

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
1 632.91 humidity 70 1440 < th dose independent rect. 18 21
3 634.11 humidity 70 1440 > th dose independent rect. 18 20
7 638.23 wind 7 43200 > th dose independent rect. 12 1
10 640.83 wind 7 43200 < th dose independent rect. 12 1
14 641.89 wind 7 43200 > th dose dependent rect. 12 1
15 642.06 humidity 70 1440 < th dose independent rect. 9 22
16 642.10 humidity 70 1440 < th dose independent rect. 9 11
29 642.78 radiation 10 1440 > th dose independent rect. 16 22
62 646.23 humidity 90 720 < th dose dependent rect. 17 7
78 646.92 humidity 70 1440 < th dose independent no NA NA
142 648.08 radiation 40 1440 > th dose independent rect. 14 19
154 648.28 humidity 70 1440 < th dose independent sin 19 NA
162 649.12 radiation 10 1440 > th dose independent rect. 11 22
171 650.15 humidity 70 1440 > th dose independent rect. 9 22
172 650.16 humidity 70 1440 > th dose independent rect. 9 18
173 650.17 humidity 70 1440 > th dose independent rect. 9 20
174 650.18 radiation 40 1440 > th dose independent sin 13 NA
175 650.19 humidity 70 1440 > th dose independent rect. 9 11
179 650.23 radiation 40 1440 > th dose independent rect. 14 1
180 650.23 humidity 70 1440 > th dose independent rect. 9 16
189 650.54 humidity 80 1440 < th dose dependent rect. 16 22
192 650.60 humidity 50 720 > th dose dependent rect. 16 10
200 651.09 radiation 30 1440 > th dose dependent rect. 14 2
221 651.50 temperature 30 14400 < th dose independent rect. 11 2
226 651.85 temperature 25 14400 > th dose dependent rect. 22 1
244 651.93 radiation 10 1440 > th dose dependent rect. 13 20
248 652.02 temperature 30 14400 > th dose independent rect. 12 1
254 652.23 radiation 30 1440 > th dose dependent sin 13 NA
256 652.32 radiation 30 1440 > th dose dependent rect. 13 20
260 652.77 radiation 10 1440 > th dose independent sin 4 NA
280 653.31 radiation 20 4320 > th dose dependent rect. 7 1
285 653.41 wind 1 43200 < th dose dependent rect. 24 6
288 653.56 radiation 10 1440 > th dose independent rect. 6 12
301 653.62 radiation 10 1440 > th dose independent no NA NA
369 653.65 temperature 30 14400 > th dose dependent rect. 14 2
370 653.66 humidity 70 1440 > th dose independent rect. 2 18
372 653.66 humidity 70 1440 > th dose independent rect. 23 21
380 653.69 humidity 70 1440 > th dose independent rect. 2 23
384 653.70 wind 5 43200 < th dose dependent rect. 2 2
392 653.72 humidity 70 1440 > th dose independent rect. 4 23
398 653.74 humidity 70 1440 > th dose independent no NA NA
400 653.74 humidity 70 1440 > th dose independent rect. 4 16
445 654.02 temperature 30 14400 > th dose dependent rect. 14 5
463 654.27 radiation 20 1440 < th dose dependent rect. 11 22
466 654.39 radiation 40 1440 < th dose dependent rect. 13 20
468 654.42 radiation 10 1440 > th dose independent rect. 6 8
504 654.78 humidity 80 1440 < th dose dependent rect. 11 23
507 654.82 temperature 30 14400 > th dose dependent sin 14 NA
529 655.14 humidity 70 720 > th dose dependent rect. 19 2
556 655.27 humidity 80 1440 < th dose dependent rect. 23 22
559 655.30 temperature 30 14400 < th dose independent rect. 11 8
561 655.31 temperature 30 14400 < th dose independent rect. 11 16
562 655.31 temperature 30 14400 < th dose independent rect. 11 18
563 655.31 humidity 80 1440 < th dose dependent rect. 13 23
565 655.32 temperature 30 14400 < th dose independent rect. 11 13
603 655.58 humidity 70 1440 > th dose independent rect. 11 23
604 655.58 humidity 80 1440 < th dose dependent rect. 7 21
612 655.60 humidity 80 1440 < th dose dependent no NA NA
631 655.67 temperature 30 14400 > th dose independent rect. 11 8
662 655.78 wind 1 43200 < th dose dependent rect. 1 4
708 655.95 radiation 20 4320 > th dose independent rect. 7 1
712 655.97 radiation 40 1440 < th dose independent rect. 14 19
726 656.08 temperature 25 14400 > th dose dependent rect. 19 9
886 657.20 temperature 30 14400 < th dose independent sin 18 NA
908 657.28 radiation 10 1440 > th dose dependent sin 13 NA
986 657.57 temperature 30 14400 > th dose independent sin 18 NA