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Os01g0121100

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

Description : Similar to SLL2.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.6 (0.0153) R2 : 0.394
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.632 (0.0374) R2dC : 0.381 R2C : 0.38
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.09 (0.0321) R2dN8 : 0.0135 R2N8 : 0.0133
σ : 0.288
deviance : 37.9
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_____
C
peak time of C : 2.26
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 = humidity, 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
22.87 0.225 11.6 0.365 0.694 -0.751 0.393 0.0309 0.088 2.19 80.5 1371 -- --
22.85 0.223 11.6 0.359 0.71 -0.754 0.395 -- 0.0892 2.17 80.99 1343 -- --
23.37 0.225 11.6 0.358 0.724 -0.76 -- 0.162 0.0869 2.19 80.79 1311 -- --
23.41 0.225 11.6 0.349 0.725 -0.752 -- -- 0.0896 2.2 81 1314 -- --
36.74 0.282 11.5 0.248 -- -0.878 -- 0.0268 0.13 -- 161.7 53 -- --
36.35 0.283 11.5 0.232 0.626 -- 0.244 -- 0.117 2.19 -- -- -- --
36.57 0.283 11.5 0.225 0.628 -- -- -- 0.115 2.25 -- -- -- --
36.73 0.282 11.5 0.246 -- -0.873 -- -- 0.131 -- 130.7 63 -- --
26.41 0.239 11.6 -- 0.694 -0.709 -- -- 0.0739 2.29 84.54 1358 -- --
60.01 0.362 11.5 0.251 -- -- -- -- 0.13 -- -- -- -- --
37.9 0.288 11.6 -- 0.632 -- -- -- 0.09 2.26 -- -- -- --
38.31 0.288 11.5 -- -- -0.877 -- -- 0.104 -- 154.2 53 -- --
61.67 0.367 11.5 -- -- -- -- -- 0.102 -- -- -- -- --

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 22.60 humidity 70 720 > th dose independent sin 12 NA
2 22.64 humidity 80 1440 < th dose dependent rect. 16 22
4 22.65 humidity 70 1440 > th dose independent rect. 16 21
5 22.66 radiation 40 1440 < th dose dependent rect. 16 7
12 22.69 humidity 80 1440 < th dose dependent rect. 9 12
36 22.75 radiation 40 1440 < th dose dependent rect. 16 3
60 22.79 radiation 1 1440 > th dose dependent rect. 16 2
112 22.85 humidity 80 1440 < th dose dependent sin 18 NA
117 22.85 humidity 50 1440 > th dose dependent rect. 9 12
127 22.86 humidity 70 1440 < th dose independent sin 12 NA
177 22.91 humidity 80 1440 < th dose dependent rect. 15 6
262 22.99 humidity 80 1440 < th dose dependent no NA NA
279 23.03 humidity 70 1440 > th dose independent rect. 16 7
280 23.03 humidity 70 1440 > th dose independent rect. 16 15
287 23.04 humidity 70 1440 > th dose independent rect. 16 5
314 23.08 humidity 70 1440 > th dose independent rect. 9 12
322 23.08 humidity 70 1440 > th dose independent rect. 9 22
344 23.12 humidity 80 1440 < th dose dependent rect. 13 8
350 23.13 radiation 10 1440 > th dose independent rect. 15 16
358 23.14 humidity 70 1440 < th dose independent rect. 16 20
366 23.15 radiation 10 1440 > th dose independent rect. 15 19
371 23.16 humidity 60 14400 < th dose dependent rect. 16 2
391 23.20 humidity 60 14400 < th dose independent rect. 17 1
415 23.23 radiation 40 1440 < th dose dependent rect. 15 17
417 23.24 humidity 50 1440 > th dose dependent sin 22 NA
428 23.26 radiation 20 1440 > th dose independent sin 12 NA
429 23.26 humidity 70 1440 < th dose independent rect. 16 15
430 23.26 radiation 30 1440 > th dose independent rect. 15 19
433 23.26 radiation 40 1440 < th dose dependent rect. 15 19
435 23.27 humidity 70 1440 < th dose independent rect. 16 4
479 23.31 radiation 20 1440 > th dose dependent sin 12 NA
508 23.34 radiation 1 1440 > th dose dependent rect. 15 17
537 23.37 radiation 1 1440 > th dose dependent rect. 15 19
564 23.41 temperature 25 1440 > th dose dependent rect. 7 4
624 23.45 radiation 20 1440 > th dose dependent rect. 15 17
626 23.46 humidity 60 14400 > th dose independent rect. 17 1
630 23.46 temperature 25 1440 > th dose dependent rect. 9 2
662 23.50 humidity 70 1440 > th dose independent rect. 6 15
677 23.50 radiation 20 1440 > th dose dependent rect. 13 21
678 23.51 humidity 70 1440 > th dose independent no NA NA
721 23.51 humidity 70 1440 > th dose independent rect. 22 22
736 23.51 radiation 40 1440 < th dose dependent sin 12 NA
752 23.52 temperature 25 1440 > th dose dependent rect. 6 14
823 23.57 temperature 25 1440 > th dose dependent rect. 6 8
839 23.58 radiation 30 1440 < th dose independent rect. 15 19
841 23.58 temperature 25 1440 > th dose dependent sin 0 NA
870 23.59 humidity 70 1440 < th dose independent rect. 9 11
886 23.59 humidity 60 1440 > th dose dependent rect. 10 3
963 23.63 temperature 25 1440 > th dose dependent rect. 17 2