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Os07g0597000

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

Description : Similar to Eukaryotic translation initiation factor 5A (eIF-5A).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 14.6 (0.0174) R2 : 0.00328
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0448 (0.0366) R2dN8 : 0.00424 R2N8 : 0.00328
σ : 0.327
deviance : 49.16
__
_____
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
22.01 0.22 14.7 -0.724 0.67 -0.272 0.676 -3.06 -0.0743 19.8 19.1 549 -- --
28.26 0.248 14.6 -0.0979 0.714 -0.438 -0.0713 -- 0.0858 19.9 19.61 559 -- --
22.99 0.223 14.7 -0.629 0.666 -0.279 -- -2.5 -0.0383 19.7 18.8 491 -- --
27.69 0.245 14.6 -0.0803 0.731 -0.437 -- -- 0.0951 19.6 22.5 476 -- --
39.53 0.293 14.7 -0.865 -- -0.131 -- -2.44 -0.12 -- 20.2 1507 -- --
31.43 0.263 14.6 -0.221 0.547 -- -0.121 -- 0.0272 20 -- -- -- --
31.47 0.263 14.6 -0.218 0.547 -- -- -- 0.027 20 -- -- -- --
42.35 0.303 14.7 -0.12 -- -0.398 -- -- -0.0741 -- 30.1 3070 -- --
27.92 0.246 14.6 -- 0.745 -0.489 -- -- 0.109 19.6 23.16 512 -- --
47.84 0.323 14.6 -0.223 -- -- -- -- 0.0201 -- -- -- -- --
32.73 0.268 14.6 -- 0.548 -- -- -- 0.0513 20 -- -- -- --
41.98 0.302 14.6 -- -- -0.365 -- -- -0.0176 -- 30.8 5780 -- --
49.16 0.327 14.6 -- -- -- -- -- 0.0448 -- -- -- -- --

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 21.94 temperature 20.0 720 > th dose dependent rect. 18 21
18 22.41 temperature 20.0 720 > th dose dependent rect. 2 21
41 22.49 temperature 20.0 720 > th dose dependent rect. 23 22
58 22.55 temperature 20.0 720 > th dose dependent no NA NA
85 22.68 temperature 20.0 1440 > th dose dependent rect. 5 6
86 22.69 temperature 20.0 1440 > th dose dependent rect. 6 4
92 22.72 wind 1.0 14400 < th dose independent rect. 20 4
99 22.74 temperature 10.0 720 > th dose dependent rect. 18 21
124 22.86 temperature 30.0 720 < th dose dependent rect. 6 19
128 22.87 temperature 10.0 720 > th dose dependent rect. 3 19
129 22.88 wind 1.0 14400 > th dose independent rect. 20 3
157 22.94 temperature 10.0 720 > th dose dependent rect. 23 22
176 23.00 wind 1.0 14400 < th dose dependent rect. 20 4
225 23.07 wind 7.0 43200 < th dose independent rect. 20 10
230 23.09 wind 7.0 43200 > th dose independent rect. 20 10
254 23.13 temperature 20.0 720 > th dose dependent sin 1 NA
279 23.16 temperature 20.0 1440 > th dose dependent sin 5 NA
311 23.22 temperature 25.0 720 > th dose dependent sin 8 NA
324 23.24 wind 7.0 43200 > th dose independent rect. 20 13
325 23.24 wind 5.0 43200 > th dose dependent rect. 20 9
405 23.33 radiation 1.0 4320 > th dose dependent rect. 6 1
458 23.39 radiation 40.0 4320 < th dose dependent rect. 21 10
464 23.40 radiation 20.0 4320 < th dose dependent rect. 6 1
467 23.40 radiation 40.0 4320 < th dose dependent rect. 23 8
617 23.51 temperature 20.0 1440 > th dose dependent rect. 20 1
659 23.53 temperature 30.0 1440 < th dose dependent rect. 8 1
661 23.53 wind 1.0 14400 < th dose dependent rect. 18 7
683 23.54 temperature 10.0 720 > th dose dependent sin 23 NA
694 23.55 temperature 30.0 1440 < th dose dependent rect. 7 3
743 23.58 precipitation 0.1 43200 < th dose independent rect. 20 1
745 23.58 precipitation 0.1 43200 < th dose dependent rect. 20 1
746 23.58 temperature 20.0 1440 > th dose dependent rect. 18 4
823 23.63 precipitation 0.1 43200 > th dose dependent rect. 20 2
911 23.69 wind 1.0 14400 < th dose dependent rect. 23 1
924 23.70 precipitation 0.1 43200 > th dose independent rect. 20 1
936 23.71 wind 5.0 43200 > th dose dependent rect. 21 1
961 23.72 wind 5.0 43200 > th dose dependent sin 10 NA
981 23.74 wind 7.0 43200 > th dose independent sin 10 NA
998 23.75 wind 7.0 43200 < th dose independent sin 9 NA