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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.

Os02g0730400

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.3 (0.0351) R2 : 0.564
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.15 (0.0921) R2dC : 0.633 R2C : 0.285
β3 : -3.31 (0.216) R2dE : 0.286 R2E : -0.0684
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0778 (0.076) R2dN8 : 0.00134 R2N8 : -0.00965
σ : 0.656
deviance : 198.19
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_____
C
peak time of C : 10.9
E
wheather : temperature
threshold : 28.52
memory length : 10
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 19.6
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 = sin)

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
186.25 0.641 5.33 -0.386 2.47 -3.29 -2.45 3.64 -0.165 10.5 30.54 14 20 --
193.45 0.648 5.31 -0.156 2.16 -3.4 -1.06 -- -0.119 10.8 28.52 17 19.6 --
196.91 0.654 5.31 -0.224 2.16 -3.26 -- 0.766 -0.118 10.8 28.61 11 19.8 --
197.47 0.654 5.3 -0.167 2.17 -3.37 -- -- -0.0991 10.9 28.55 10 19.5 --
301.22 0.808 5.46 -0.108 -- -2.56 -- 0.988 0.0411 -- 36.69 531 11.4 --
285.03 0.791 5.24 0.319 1.61 -- -0.193 -- 0.265 12 -- -- -- --
285.19 0.791 5.24 0.311 1.61 -- -- -- 0.264 12 -- -- -- --
279.75 0.779 5.32 0.127 -- -2.32 -- -- 0.169 -- 80.67 674 11.8 --
198.19 0.656 5.3 -- 2.15 -3.31 -- -- -0.0778 10.9 28.52 10 19.6 --
449.29 0.99 5.28 0.261 -- -- -- -- 0.241 -- -- -- -- --
287.74 0.793 5.25 -- 1.61 -- -- -- 0.229 12 -- -- -- --
262.61 0.755 5.29 -- -- -3.03 -- -- 0.232 -- 118.5 1282 16.6 --
451.08 0.991 5.28 -- -- -- -- -- 0.212 -- -- -- -- --

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
1 186.54 temperature 30 10 < th dose dependent sin 2 NA
3 188.22 temperature 10 10 > th dose dependent sin 2 NA
10 189.66 temperature 30 270 < th dose dependent rect. 24 17
71 198.04 temperature 30 10 < th dose dependent rect. 2 14
116 202.57 temperature 30 10 < th dose dependent rect. 2 12
188 206.95 temperature 15 270 > th dose dependent rect. 4 10
194 207.22 temperature 30 10 < th dose dependent rect. 24 21
230 208.78 temperature 30 10 < th dose dependent rect. 24 23
254 210.03 temperature 25 90 > th dose independent sin 2 NA
258 210.25 temperature 20 10 > th dose dependent rect. 4 12
276 210.93 temperature 25 90 < th dose independent sin 1 NA
307 211.87 temperature 30 90 < th dose dependent rect. 5 14
321 212.44 temperature 30 90 < th dose dependent rect. 5 12
352 213.38 wind 5 14400 > th dose independent rect. 5 13
358 213.46 wind 5 14400 < th dose independent rect. 5 12
379 213.98 wind 5 14400 > th dose independent rect. 5 16
423 214.65 wind 5 14400 > th dose independent sin 23 NA
450 214.98 humidity 80 43200 < th dose dependent rect. 20 1
460 215.07 wind 5 14400 < th dose independent sin 23 NA
468 215.15 temperature 20 10 > th dose dependent rect. 3 23
490 215.35 temperature 20 720 > th dose dependent rect. 23 11
494 215.36 temperature 20 720 > th dose dependent rect. 22 13
510 215.53 temperature 20 10 > th dose dependent rect. 6 20
522 215.64 humidity 80 43200 > th dose independent rect. 20 3
535 215.79 temperature 15 720 > th dose dependent rect. 21 16
547 215.86 temperature 20 10 > th dose dependent rect. 6 14
564 216.01 humidity 80 43200 < th dose independent rect. 20 3
586 216.24 humidity 80 43200 > th dose independent rect. 21 1
615 216.44 temperature 25 90 > th dose independent rect. 6 9
623 216.47 wind 5 14400 > th dose independent rect. 11 20
631 216.52 temperature 25 720 < th dose dependent rect. 3 5
638 216.56 temperature 20 10 > th dose dependent rect. 6 16
665 216.76 wind 3 43200 < th dose independent rect. 20 1
699 216.93 wind 5 14400 < th dose independent rect. 11 20
738 217.24 temperature 30 10 < th dose dependent rect. 7 11
777 217.44 temperature 10 270 > th dose dependent rect. 3 22
812 217.63 temperature 30 10 < th dose dependent rect. 7 14
850 217.85 wind 5 14400 > th dose independent rect. 11 17
883 218.01 wind 3 43200 > th dose independent rect. 20 1
895 218.10 wind 5 14400 > th dose independent rect. 11 5
909 218.20 humidity 80 43200 < th dose dependent rect. 20 16
937 218.31 wind 5 14400 > th dose dependent rect. 5 16