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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.

Os07g0634900

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

Description : Myb, DNA-binding domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.51 (0.0699) R2 : 0.371
β1 : -2.87 (0.257) R2dD : 0.181 R2D : 0.0866
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.34 (0.281) R2dE : 0.201 R2E : 0.167
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.832 (0.15) R2dN8 : 0.0576 R2N8 : 0.0362
σ : 1.31
deviance : 786.61
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_____
C
peak time of C : --
E
wheather : wind
threshold : 0.9769
memory length : 220
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 3.95
open length of G : 0.528

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = < th, dose dependency = dose independent, type of G = rect.)

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
795.16 1.32 4.57 -3.33 0.281 4.33 0.14 -10.1 -0.837 3.71 0.9753 306 3.98 0.831
812.09 1.33 4.48 -2.77 0.341 3.46 0.31 -- -0.715 3.46 0.9191 195 4 0.883
776.69 1.3 4.58 -3.45 0.178 4.39 -- -10.6 -0.829 2.57 0.9381 311 3.98 0.5
788.14 1.31 4.5 -2.67 0.281 3.54 -- -- -0.73 3.11 0.9999 220 3.92 0.523
778.64 1.3 4.59 -3.49 -- 4.53 -- -11.4 -0.829 -- 0.9451 303 3.98 0.495
970.25 1.46 4.54 -2.6 1.05 -- 0.915 -- -1.06 5.13 -- -- -- --
972.35 1.46 4.54 -2.6 1.06 -- -- -- -1.07 5.18 -- -- -- --
786.61 1.31 4.51 -2.87 -- 3.34 -- -- -0.832 -- 0.9769 220 3.95 0.528
991.66 1.47 4.45 -- 0.234 3.9 -- -- -0.573 3.96 0.9682 219 3.93 0.367
1031.03 1.5 4.55 -2.57 -- -- -- -- -1.04 -- -- -- -- --
1151.14 1.59 4.47 -- 1.01 -- -- -- -0.775 5.27 -- -- -- --
992.21 1.47 4.45 -- -- 4.03 -- -- -0.569 -- 0.9769 225 3.93 0.333
1204.88 1.62 4.49 -- -- -- -- -- -0.754 -- -- -- -- --

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
1 799.81 wind 1 270 < th dose independent rect. 4 1
2 807.57 wind 1 270 < th dose dependent rect. 4 1
5 820.92 temperature 30 720 > th dose dependent rect. 18 1
20 825.19 humidity 70 720 > th dose independent rect. 19 8
21 825.32 humidity 50 1440 < th dose independent rect. 16 1
22 825.87 humidity 70 720 < th dose independent rect. 18 2
34 825.98 humidity 50 1440 < th dose dependent rect. 16 1
35 826.10 wind 1 90 < th dose dependent rect. 4 3
36 826.16 wind 1 90 < th dose dependent rect. 4 7
70 830.66 wind 1 90 < th dose dependent rect. 4 13
79 832.92 humidity 70 720 < th dose dependent rect. 19 1
92 833.18 humidity 50 1440 > th dose independent rect. 16 1
109 836.12 temperature 30 720 > th dose independent rect. 18 1
125 837.42 wind 1 90 < th dose independent rect. 4 7
126 837.54 wind 1 90 < th dose independent rect. 4 5
147 840.14 humidity 70 1440 > th dose independent rect. 19 6
148 840.19 humidity 70 1440 > th dose independent rect. 19 1
152 840.37 humidity 70 1440 > th dose independent rect. 19 12
156 840.51 temperature 20 90 > th dose dependent rect. 3 3
205 842.82 temperature 20 10 > th dose dependent rect. 3 3
210 844.69 humidity 50 1440 > th dose independent rect. 17 11
214 844.80 humidity 50 1440 > th dose independent rect. 16 4
239 845.23 humidity 50 1440 > th dose independent rect. 16 8
246 845.41 humidity 50 1440 > th dose independent rect. 16 17
403 847.91 humidity 90 90 > th dose dependent rect. 4 1
407 848.19 wind 1 90 < th dose independent rect. 4 13
428 848.96 temperature 30 1440 < th dose independent rect. 18 2
429 849.00 temperature 30 1440 < th dose independent rect. 18 6
467 849.94 temperature 30 1440 < th dose independent rect. 18 9
471 849.97 wind 3 10 < th dose dependent rect. 3 6
518 850.79 temperature 30 1440 < th dose independent rect. 18 14
546 851.01 wind 3 10 < th dose dependent rect. 4 2
591 852.07 temperature 20 90 > th dose independent rect. 3 3
609 852.62 radiation 30 1440 > th dose independent rect. 16 16
649 853.31 humidity 90 90 > th dose independent rect. 4 1
650 853.37 temperature 20 90 > th dose dependent rect. 4 1
651 853.43 temperature 30 1440 > th dose dependent sin 12 NA
703 854.24 radiation 20 1440 > th dose dependent rect. 16 16
784 856.91 radiation 30 1440 > th dose independent rect. 7 1
859 858.03 temperature 20 90 > th dose independent rect. 4 1