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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.

Os05g0104700

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

Description : Leucine rich repeat, N-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.5 (0.0367) R2 : 0.351
β1 : -- (--) R2dD : -- R2D : --
β2 : 5.24 (0.326) R2dC : 4.38 R2C : -3.21
β3 : -6.43 (0.443) R2dE : 3.56 R2E : -4.03
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0438 (0.078) R2dN8 : 0.000955 R2N8 : -0.0207
σ : 0.682
deviance : 214.66
__
_____
C
peak time of C : 19.1
E
wheather : radiation
threshold : 0.6
memory length : 854
response mode : > th
dose dependency : dose independent
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 independent, 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
207.84 0.677 4.46 0.273 4.61 -5.54 -2.51 5.44 -0.0388 18.9 0.8422 829 -- --
211.76 0.678 4.56 0.0765 5.41 -6.61 1.03 -- -0.0865 19 0.55 855 -- --
209.48 0.674 4.47 0.252 5.1 -6.22 -- 2.34 0.0179 18.9 0.8177 826 -- --
213.09 0.68 4.5 0.254 5.33 -6.55 -- -- -0.0179 19.1 0.59 855 -- --
263.13 0.755 4.45 0.371 -- -2.86 -- -1.16 -0.0999 -- 0.6882 1442 -- --
287.06 0.794 4.45 -0.36 0.751 -- -0.402 -- -0.331 21.2 -- -- -- --
287.53 0.794 4.45 -0.344 0.758 -- -- -- -0.329 21 -- -- -- --
250.11 0.737 4.37 0.125 -- -2.5 -- -- 0.0391 -- 0.72 1482 -- --
214.66 0.682 4.5 -- 5.24 -6.43 -- -- -0.0438 19.1 0.6 854 -- --
320.53 0.837 4.43 -0.343 -- -- -- -- -0.334 -- -- -- -- --
290.65 0.797 4.44 -- 0.759 -- -- -- -0.291 20.9 -- -- -- --
250.2 0.737 4.36 -- -- -2.49 -- -- -0.0192 -- 0.6745 1493 -- --
323.63 0.84 4.42 -- -- -- -- -- -0.296 -- -- -- -- --

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
1 199.91 radiation 1 720 < th dose dependent rect. 13 12
2 200.01 radiation 1 720 < th dose dependent rect. 11 14
10 202.38 radiation 1 720 < th dose dependent sin 16 NA
33 204.93 radiation 1 720 < th dose independent rect. 13 12
38 205.22 radiation 1 720 < th dose independent rect. 11 14
46 205.86 temperature 25 720 < th dose independent rect. 14 8
47 205.93 temperature 25 720 < th dose independent rect. 15 6
49 206.08 temperature 25 720 < th dose independent rect. 10 13
57 206.52 radiation 1 720 < th dose independent sin 15 NA
65 206.84 temperature 25 720 > th dose independent rect. 14 8
74 207.26 radiation 1 720 > th dose independent rect. 9 10
87 207.42 temperature 25 720 > th dose independent rect. 16 3
108 208.48 temperature 25 720 < th dose independent sin 19 NA
115 208.83 temperature 25 720 > th dose dependent rect. 16 7
142 209.82 temperature 25 720 > th dose independent rect. 11 12
168 210.58 radiation 1 720 > th dose independent sin 18 NA
204 211.92 radiation 1 720 > th dose independent rect. 16 14
208 212.22 temperature 25 720 > th dose independent sin 19 NA
214 212.37 temperature 25 720 > th dose dependent sin 14 NA
247 213.33 radiation 1 720 > th dose independent rect. 16 3
350 215.96 radiation 1 720 < th dose dependent rect. 11 19
356 216.22 radiation 1 720 < th dose independent rect. 15 3
374 216.75 radiation 1 720 < th dose independent rect. 11 19
408 217.65 radiation 1 720 < th dose dependent rect. 11 8
423 218.00 temperature 30 720 < th dose dependent rect. 13 9
474 218.63 radiation 1 720 < th dose independent rect. 11 7
485 218.91 radiation 1 720 < th dose dependent rect. 7 12
496 219.20 radiation 1 720 < th dose dependent rect. 15 3
541 220.17 radiation 1 720 < th dose dependent rect. 5 15
552 220.36 wind 7 14400 > th dose independent rect. 11 3
561 220.43 wind 7 14400 < th dose independent rect. 11 3
598 220.57 radiation 1 720 > th dose independent rect. 16 22
633 220.86 wind 5 14400 > th dose dependent rect. 11 2
670 221.30 temperature 25 720 < th dose independent rect. 19 1
776 221.82 radiation 1 720 < th dose dependent rect. 1 23
851 222.30 wind 7 14400 > th dose independent rect. 12 1
955 222.73 wind 7 14400 < th dose independent rect. 12 1
959 222.75 radiation 1 720 < th dose independent rect. 5 15
990 223.01 radiation 1 1440 < th dose independent rect. 16 5