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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.

Os01g0700900

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

Description : Cytochrome P450 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.35 (0.0452) R2 : 0.226
β1 : -- (--) R2dD : -- R2D : --
β2 : 4.62 (0.475) R2dC : 3 R2C : -3.38
β3 : -6.26 (0.586) R2dE : 3.61 R2E : -2.9
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.52 (0.0918) R2dN8 : 0.0759 R2N8 : -0.015
σ : 0.791
deviance : 288.3
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_____
C
peak time of C : 6.41
E
wheather : humidity
threshold : 71.62
memory length : 694
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 17.5
open length of G : 14

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
275.89 0.78 3.38 -0.703 4.62 -6.36 -2.44 3.99 0.465 6.23 70.34 708 17.2 14.2
276.09 0.774 3.36 -0.665 4.77 -6.44 0.582 -- 0.486 6.29 71.14 700 17.4 14
278.54 0.777 3.37 -0.711 4.07 -6.07 -- 0.943 0.492 6.53 70 736 16.8 14.8
276.82 0.775 3.36 -0.668 4.67 -6.35 -- -- 0.467 6.33 71.1 701 17.4 14
353.11 0.88 3.54 -0.527 -- 0.216 -- 0.394 0.169 -- 69.99 4295 16.8 14.8
350.3 0.877 3.54 -0.534 0.386 -- 0.287 -- 0.201 21.7 -- -- -- --
350.49 0.877 3.54 -0.543 0.392 -- -- -- 0.202 21.2 -- -- -- --
314 0.825 3.63 -1.97 -- 2.07 -- -- -0.23 -- 77.34 47520 19.4 6.35
288.3 0.791 3.35 -- 4.62 -6.26 -- -- 0.52 6.41 71.62 694 17.5 14
359.38 0.886 3.53 -0.541 -- -- -- -- 0.2 -- -- -- -- --
358.25 0.885 3.53 -- 0.392 -- -- -- 0.262 21.1 -- -- -- --
355.12 0.878 3.54 -- -- 0.667 -- -- 0.216 -- 76.8 47520 20.2 8.2
367.11 0.894 3.52 -- -- -- -- -- 0.26 -- -- -- -- --

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
1 276.88 humidity 70 720 > th dose independent rect. 17 14
3 280.36 humidity 70 720 > th dose independent rect. 17 6
5 280.73 humidity 70 720 < th dose independent rect. 17 15
7 281.29 humidity 70 720 < th dose independent rect. 17 3
60 286.29 humidity 70 720 < th dose independent sin 12 NA
62 286.82 humidity 70 720 > th dose independent sin 12 NA
63 286.84 humidity 70 720 > th dose independent rect. 18 3
68 287.22 humidity 80 720 < th dose dependent rect. 17 3
70 287.55 humidity 80 720 < th dose dependent rect. 18 1
72 288.23 radiation 30 14400 < th dose independent rect. 16 3
81 289.05 wind 5 43200 > th dose dependent rect. 8 11
82 289.06 radiation 30 14400 < th dose independent rect. 16 6
89 289.25 radiation 30 14400 < th dose independent rect. 16 8
91 289.28 wind 5 43200 > th dose dependent rect. 4 15
93 289.32 wind 5 43200 > th dose dependent sin 22 NA
99 289.43 wind 5 43200 > th dose independent rect. 11 19
117 289.63 wind 5 43200 > th dose dependent rect. 12 19
119 289.69 wind 5 43200 > th dose independent rect. 9 8
126 289.78 wind 5 43200 < th dose independent rect. 10 20
127 289.79 radiation 30 14400 < th dose independent rect. 16 11
128 289.79 temperature 30 1440 < th dose independent rect. 17 15
168 290.09 wind 5 43200 > th dose dependent rect. 12 4
172 290.13 wind 5 43200 > th dose independent rect. 10 6
195 290.26 wind 5 43200 > th dose independent rect. 2 18
197 290.27 wind 5 43200 > th dose independent sin 23 NA
199 290.29 temperature 30 1440 < th dose independent rect. 16 3
215 290.36 wind 5 14400 > th dose independent rect. 11 1
216 290.40 wind 5 43200 < th dose independent rect. 8 9
236 290.50 temperature 30 1440 > th dose independent rect. 16 3
297 290.65 wind 5 43200 < th dose independent rect. 2 18
302 290.70 wind 5 43200 < th dose independent rect. 10 6
317 290.77 wind 5 43200 < th dose independent sin 23 NA
342 290.87 wind 5 43200 > th dose independent rect. 9 14
344 290.87 temperature 30 1440 > th dose dependent rect. 14 5
361 290.90 wind 5 43200 > th dose dependent rect. 12 10
415 291.08 temperature 30 1440 > th dose dependent rect. 15 2
432 291.13 wind 5 14400 < th dose independent rect. 11 1
466 291.19 wind 5 43200 > th dose dependent rect. 15 1
500 291.30 wind 7 43200 < th dose independent rect. 6 13
515 291.35 wind 7 43200 < th dose independent rect. 6 15
538 291.43 temperature 30 1440 < th dose independent sin 12 NA
542 291.44 wind 5 43200 < th dose independent rect. 8 14
580 291.56 temperature 30 1440 > th dose dependent sin 13 NA
708 291.85 humidity 80 43200 < th dose independent rect. 21 2
937 292.46 temperature 30 1440 > th dose independent sin 12 NA
962 292.52 wind 5 43200 > th dose dependent no NA NA