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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os09g0561500

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

Description : EGF domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.1 (0.0501) R2 : 0.195
β1 : 0.401 (0.199) R2dD : 0.00879 R2D : -0.0136
β2 : 0.721 (0.121) R2dC : 0.0632 R2C : 0.0589
β3 : 0.453 (0.175) R2dE : 0.0127 R2E : -0.00186
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.1 (0.783) R2dD*E : 0.0584 R2D*E : 0.0448
γ1 : -0.546 (0.11) R2dN8 : 0.063 R2N8 : 0.0529
σ : 0.927
deviance : 396.49
__
_____
C
peak time of C : 1.88
E
wheather : radiation
threshold : 42.59
memory length : 1426
response mode : > th
dose dependency : dose dependent
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 = radiation, 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
395.42 0.934 4.1 0.381 0.714 0.462 -0.53 4.11 -0.552 1.8 42.42 1422 -- --
419.91 0.954 4.15 -0.0412 0.868 0.596 -0.379 -- -0.675 2.1 39.96 1908 -- --
396.49 0.927 4.1 0.401 0.721 0.453 -- 4.1 -0.546 1.88 42.59 1426 -- --
420.17 0.955 4.13 -0.0501 0.854 0.635 -- -- -0.674 2.25 40 1904 -- --
426.72 0.962 4.1 0.423 -- 0.595 -- 4.34 -0.55 -- 43.5 1391 -- --
428.95 0.971 4.11 -0.0104 0.782 -- -0.351 -- -0.585 1.84 -- -- -- --
429.42 0.97 4.11 0.000362 0.783 -- -- -- -0.584 1.89 -- -- -- --
448.67 0.987 4.12 -0.0186 -- 0.688 -- -- -0.656 -- 40 1295 -- --
420.18 0.955 4.12 -- 0.858 0.64 -- -- -0.664 2.27 40 1904 -- --
466.46 1.01 4.1 0.0326 -- -- -- -- -0.565 -- -- -- -- --
429.42 0.969 4.11 -- 0.783 -- -- -- -0.584 1.89 -- -- -- --
448.55 0.986 4.12 -- -- 0.739 -- -- -0.677 -- 40 1296 -- --
466.49 1.01 4.1 -- -- -- -- -- -0.569 -- -- -- -- --

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
1 388.71 atmosphere 1000 90 > th dose dependent rect. 19 21
2 388.77 radiation 40 1440 > th dose dependent rect. 12 4
20 388.99 radiation 40 1440 > th dose dependent sin 14 NA
24 389.38 atmosphere 1000 10 > th dose dependent rect. 20 21
25 389.41 atmosphere 1010 720 < th dose dependent rect. 24 1
32 390.04 atmosphere 1010 720 < th dose dependent rect. 23 4
46 390.99 atmosphere 1010 30 < th dose dependent rect. 16 22
73 391.48 atmosphere 1010 270 < th dose dependent rect. 22 13
74 391.49 atmosphere 995 720 > th dose dependent rect. 17 14
76 391.53 atmosphere 995 720 > th dose dependent rect. 19 10
84 391.95 atmosphere 1005 270 > th dose dependent sin 8 NA
86 392.05 atmosphere 1005 270 > th dose dependent rect. 23 22
88 392.08 atmosphere 1010 720 < th dose dependent sin 11 NA
90 392.13 atmosphere 1010 90 < th dose dependent rect. 24 14
92 392.14 atmosphere 1000 30 > th dose dependent rect. 23 17
122 392.60 atmosphere 1010 720 < th dose dependent rect. 18 13
126 392.65 atmosphere 1005 270 > th dose dependent rect. 23 15
132 392.72 atmosphere 1010 270 < th dose dependent sin 7 NA
159 392.97 atmosphere 995 270 > th dose dependent rect. 17 22
224 393.35 atmosphere 1010 10 < th dose dependent rect. 24 20
229 393.40 atmosphere 1015 270 < th dose dependent rect. 21 22
230 393.42 atmosphere 995 720 > th dose dependent sin 11 NA
371 394.56 radiation 40 1440 > th dose independent rect. 13 3
397 394.62 atmosphere 1000 30 > th dose dependent rect. 2 14
418 394.77 atmosphere 995 30 > th dose dependent sin 6 NA
480 395.10 radiation 20 4320 > th dose dependent rect. 16 1
498 395.13 atmosphere 1010 10 < th dose dependent rect. 24 23
528 395.33 radiation 40 1440 > th dose independent sin 14 NA
538 395.37 temperature 30 10 < th dose dependent rect. 9 15
547 395.40 temperature 30 90 < th dose dependent rect. 9 15
651 395.84 temperature 25 1440 > th dose dependent rect. 11 1
732 396.06 humidity 70 1440 < th dose dependent rect. 16 1
744 396.13 radiation 40 1440 < th dose independent rect. 13 2
753 396.20 radiation 40 1440 > th dose dependent no NA NA
904 396.24 atmosphere 1005 270 > th dose dependent rect. 8 23
945 396.34 radiation 40 1440 < th dose independent rect. 13 12
963 396.42 radiation 40 1440 < th dose independent rect. 13 10
965 396.42 radiation 40 1440 < th dose independent rect. 13 15
967 396.43 radiation 40 1440 < th dose independent rect. 13 6
973 396.45 radiation 40 1440 < th dose independent rect. 13 18
974 396.45 atmosphere 1005 270 > th dose dependent no NA NA
977 396.46 temperature 25 10 < th dose independent rect. 9 16
994 396.52 atmosphere 1005 720 > th dose dependent rect. 10 21