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Os02g0786000

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.92 (0.0149) R2 : 0.478
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.716 (0.0391) R2dC : 0.386 R2C : 0.369
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.269 (0.0314) R2dN8 : 0.109 R2N8 : 0.0918
σ : 0.282
deviance : 36.23
__
_____
C
peak time of C : 5.63
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 = precipitation, 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
31.21 0.262 8.9 -0.201 0.717 -0.418 -0.482 -0.801 0.303 5.64 0.8547 4770 -- --
31.11 0.26 8.91 -0.163 0.728 -0.45 -0.494 -- 0.319 5.6 1.113 5885 -- --
31.45 0.261 8.9 -0.191 0.716 -0.408 -- -0.548 0.313 5.61 0.9235 5979 -- --
31.71 0.262 8.91 -0.162 0.725 -0.446 -- -- 0.32 5.6 1.056 5885 -- --
58.06 0.355 8.91 -0.165 -- -0.395 -- -0.608 0.328 -- 1 5559 -- --
35.68 0.28 8.92 -0.0664 0.72 -- -0.413 -- 0.26 5.63 -- -- -- --
36.1 0.281 8.92 -0.0685 0.717 -- -- -- 0.261 5.63 -- -- -- --
58.48 0.356 8.92 -0.197 -- -0.519 -- -- 0.317 -- 1.437 2582 -- --
32.36 0.265 8.91 -- 0.721 -0.426 -- -- 0.337 5.62 1 5979 -- --
62.83 0.37 8.93 -0.0454 -- -- -- -- 0.279 -- -- -- -- --
36.23 0.282 8.92 -- 0.716 -- -- -- 0.269 5.63 -- -- -- --
59.14 0.358 8.92 -- -- -0.425 -- -- 0.346 -- 1 5570 -- --
62.88 0.37 8.93 -- -- -- -- -- 0.284 -- -- -- -- --

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 30.31 humidity 90.0 4320 > th dose dependent rect. 6 4
4 30.49 precipitation 0.1 4320 > th dose independent sin 3 NA
5 30.49 precipitation 0.1 4320 < th dose independent sin 3 NA
6 30.49 precipitation 0.1 4320 < th dose dependent sin 3 NA
10 30.57 precipitation 0.1 4320 > th dose dependent sin 3 NA
13 30.60 humidity 90.0 4320 > th dose dependent rect. 6 8
15 30.62 precipitation 0.1 4320 < th dose independent rect. 2 15
18 30.62 precipitation 0.1 4320 < th dose dependent rect. 2 15
20 30.63 precipitation 0.1 4320 > th dose independent rect. 1 16
28 30.67 precipitation 0.1 4320 > th dose dependent rect. 2 15
32 30.68 precipitation 0.1 4320 > th dose independent rect. 24 19
57 30.73 precipitation 0.1 14400 > th dose dependent rect. 23 21
137 30.86 precipitation 0.1 4320 > th dose independent rect. 3 11
157 30.89 precipitation 0.1 14400 > th dose independent rect. 13 19
169 30.90 precipitation 0.1 14400 < th dose independent rect. 13 19
175 30.90 precipitation 0.1 14400 < th dose dependent rect. 13 19
178 30.91 precipitation 0.1 4320 > th dose independent rect. 4 6
179 30.91 precipitation 0.1 14400 > th dose independent rect. 13 17
199 30.92 precipitation 0.1 4320 > th dose dependent rect. 4 6
257 30.96 precipitation 0.1 14400 > th dose independent rect. 15 17
280 30.97 precipitation 0.1 14400 < th dose independent rect. 15 17
287 30.97 precipitation 0.1 4320 > th dose dependent rect. 3 11
291 30.97 precipitation 0.1 14400 < th dose dependent rect. 15 17
363 31.00 precipitation 0.1 4320 < th dose independent rect. 4 6
380 31.00 precipitation 0.1 4320 < th dose dependent rect. 4 6
406 31.01 precipitation 0.1 14400 > th dose independent rect. 7 23
409 31.01 precipitation 0.1 14400 < th dose independent rect. 7 23
421 31.01 precipitation 0.1 14400 < th dose dependent rect. 7 23
423 31.02 precipitation 0.1 14400 > th dose independent no NA NA
424 31.02 precipitation 0.1 14400 < th dose independent no NA NA
427 31.02 temperature 30.0 30 < th dose independent rect. 5 11
439 31.02 precipitation 0.1 14400 > th dose independent rect. 15 23
441 31.02 precipitation 0.1 14400 < th dose independent rect. 15 23
442 31.02 precipitation 0.1 14400 < th dose dependent no NA NA
444 31.02 humidity 90.0 14400 > th dose dependent rect. 6 11
454 31.02 precipitation 0.1 14400 < th dose dependent rect. 15 23
457 31.03 precipitation 0.1 14400 > th dose independent rect. 13 7
471 31.03 precipitation 0.1 14400 > th dose dependent rect. 13 4
476 31.04 precipitation 0.1 14400 < th dose independent rect. 13 7
493 31.04 precipitation 0.1 14400 < th dose dependent rect. 13 7
504 31.05 precipitation 0.1 14400 > th dose independent rect. 13 4
505 31.05 precipitation 0.1 14400 < th dose independent rect. 13 4
518 31.05 precipitation 0.1 14400 > th dose independent rect. 5 23
520 31.05 precipitation 0.1 14400 < th dose independent rect. 5 23
522 31.05 humidity 90.0 14400 > th dose dependent rect. 9 1
523 31.05 precipitation 0.1 14400 < th dose dependent rect. 13 4
528 31.05 humidity 90.0 14400 > th dose dependent rect. 6 16
534 31.05 precipitation 0.1 14400 < th dose dependent rect. 5 23
550 31.06 precipitation 0.1 14400 > th dose independent rect. 19 23
551 31.06 precipitation 0.1 14400 < th dose independent rect. 19 23
561 31.06 precipitation 0.1 14400 < th dose dependent rect. 19 23
581 31.07 precipitation 0.1 14400 > th dose dependent rect. 13 19
614 31.09 precipitation 0.1 14400 < th dose independent rect. 7 13
625 31.09 precipitation 0.1 14400 < th dose dependent rect. 7 13
686 31.12 wind 1.0 4320 > th dose independent rect. 17 3
693 31.12 precipitation 0.1 14400 > th dose dependent no NA NA
703 31.12 precipitation 0.1 14400 > th dose dependent rect. 7 23
724 31.13 precipitation 0.1 14400 > th dose dependent rect. 15 23
789 31.16 precipitation 0.1 14400 > th dose dependent rect. 18 23
808 31.17 precipitation 0.1 14400 > th dose dependent rect. 5 23
813 31.18 humidity 70.0 4320 < th dose independent rect. 15 1
815 31.18 humidity 80.0 14400 > th dose independent rect. 8 11
819 31.18 humidity 90.0 14400 > th dose dependent sin 23 NA
881 31.21 precipitation 0.1 14400 > th dose independent sin 15 NA
884 31.21 precipitation 0.1 14400 < th dose independent sin 15 NA
892 31.21 precipitation 0.1 14400 < th dose dependent sin 15 NA
928 31.22 humidity 80.0 14400 > th dose dependent rect. 9 12
950 31.23 humidity 80.0 14400 < th dose independent rect. 8 10
989 31.24 humidity 70.0 4320 > th dose independent rect. 15 1
996 31.24 humidity 80.0 14400 > th dose dependent rect. 13 7