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Os07g0657900

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

Description : Similar to Thioredoxin reductase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.7 (0.0183) R2 : 0.587
β1 : -1.32 (0.067) R2dD : 0.362 R2D : 0.177
β2 : 0.518 (0.0435) R2dC : 0.128 R2C : 0.0507
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.595 (0.0391) R2dN8 : 0.281 R2N8 : 0.105
σ : 0.344
deviance : 53.97
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_____
C
peak time of C : 0.777
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
40.09 0.297 13.7 -1.13 0.613 1.12 0.226 0.686 -0.443 0.323 23.15 711 -- --
40.65 0.297 13.6 -1.04 0.621 1.06 0.123 -- -0.42 0.278 23.37 754 -- --
40.28 0.296 13.7 -1.13 0.621 1.12 -- 0.641 -0.439 0.303 23.1 756 -- --
40.66 0.297 13.6 -1.05 0.618 0.997 -- -- -0.436 0.414 23.37 795 -- --
51.27 0.335 13.6 -1.08 -- 0.971 -- -0.00715 -0.402 -- 29.73 8 -- --
53.81 0.344 13.7 -1.31 0.518 -- 0.198 -- -0.594 0.808 -- -- -- --
53.97 0.344 13.7 -1.32 0.518 -- -- -- -0.595 0.777 -- -- -- --
51.26 0.335 13.6 -1.08 -- 0.972 -- -- -0.403 -- 29.78 8 -- --
49.77 0.329 13.6 -- 0.531 1.2 -- -- -0.208 0.776 19.82 47520 -- --
70.72 0.393 13.7 -1.3 -- -- -- -- -0.585 -- -- -- -- --
99.62 0.467 13.6 -- 0.497 -- -- -- -0.448 0.656 -- -- -- --
67.37 0.382 13.6 -- -- 1.18 -- -- -0.209 -- 19.6 47520 -- --
115.11 0.501 13.6 -- -- -- -- -- -0.441 -- -- -- -- --

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 40.04 temperature 20 720 > th dose independent rect. 19 20
2 40.10 temperature 20 720 > th dose independent rect. 19 18
6 40.37 temperature 20 720 > th dose independent rect. 19 12
13 40.43 temperature 25 720 < th dose dependent rect. 17 19
16 40.47 temperature 10 720 > th dose dependent rect. 23 8
18 40.48 temperature 25 720 < th dose dependent sin 10 NA
20 40.49 wind 1 43200 > th dose dependent rect. 1 1
21 40.49 temperature 25 720 < th dose dependent rect. 19 18
24 40.49 temperature 25 720 < th dose dependent rect. 21 21
40 40.55 temperature 20 720 > th dose independent rect. 10 21
59 40.60 temperature 20 720 > th dose independent sin 9 NA
87 40.69 temperature 20 720 < th dose independent rect. 21 20
104 40.72 temperature 15 720 > th dose dependent rect. 1 6
122 40.76 temperature 20 720 > th dose independent rect. 23 16
129 40.78 temperature 20 720 > th dose independent rect. 1 23
165 40.89 temperature 25 720 < th dose dependent no NA NA
170 40.90 temperature 20 720 > th dose independent rect. 23 23
196 40.96 temperature 20 720 > th dose independent rect. 23 8
219 41.01 temperature 20 720 > th dose independent rect. 12 23
230 41.04 temperature 20 720 > th dose independent no NA NA
240 41.05 temperature 20 720 > th dose independent rect. 3 23
242 41.06 temperature 20 720 < th dose independent sin 8 NA
243 41.06 temperature 20 720 > th dose independent rect. 14 17
245 41.06 temperature 25 1440 < th dose dependent rect. 21 5
253 41.07 temperature 20 720 > th dose independent rect. 14 23
255 41.07 temperature 25 720 < th dose dependent rect. 6 23
309 41.16 wind 5 43200 < th dose dependent rect. 1 1
310 41.16 temperature 25 1440 < th dose dependent rect. 21 2
318 41.17 temperature 30 1440 < th dose dependent rect. 1 1
321 41.18 temperature 20 720 < th dose independent no NA NA
336 41.20 temperature 20 720 < th dose independent rect. 10 23
344 41.21 temperature 20 720 < th dose independent rect. 8 23
378 41.26 temperature 10 1440 > th dose dependent rect. 1 1
389 41.29 temperature 20 720 > th dose independent rect. 1 6
407 41.31 temperature 20 720 > th dose independent rect. 1 15
410 41.31 wind 3 43200 < th dose dependent rect. 5 1
445 41.37 temperature 20 720 < th dose independent rect. 3 23
512 41.45 temperature 20 1440 < th dose independent rect. 5 2
557 41.52 temperature 20 1440 > th dose independent rect. 5 2
590 41.56 temperature 15 720 > th dose dependent sin 9 NA
728 41.72 temperature 15 720 > th dose dependent rect. 19 13
878 41.85 temperature 15 720 > th dose dependent rect. 19 16
880 41.85 temperature 10 720 > th dose dependent rect. 19 18
994 41.95 humidity 80 14400 > th dose dependent rect. 13 1