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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.

Os07g0686900

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

Description : Similar to Alpha-L-arabinofuranosidase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.25 (0.0429) R2 : 0.409
β1 : -0.693 (0.157) R2dD : 0.0282 R2D : -0.000156
β2 : 1.1 (0.1) R2dC : 0.149 R2C : 0.155
β3 : 1.82 (0.18) R2dE : 0.15 R2E : 0.14
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 5.55 (0.617) R2dD*E : 0.106 R2D*E : 0.0731
γ1 : -0.0982 (0.0967) R2dN8 : 0.00419 R2N8 : 0.0101
σ : 0.789
deviance : 286.74
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_____
C
peak time of C : 23.3
E
wheather : humidity
threshold : 90.4
memory length : 4408
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 8.6
open length of G : 0.317

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = > th, dose dependency = dose dependent, 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
287.93 0.797 4.28 -0.853 1.09 1.84 -1.38 5.21 -0.199 22.9 90 4431 8.13 1.02
317.75 0.83 4.28 -0.613 1.09 2.04 -1.46 -- -0.0902 23 88.05 4460 7.67 1.28
286.74 0.789 4.25 -0.693 1.1 1.82 -- 5.55 -0.0982 23.3 90.4 4408 8.6 0.317
325.63 0.84 4.26 -0.607 1.15 2.17 -- -- -0.0502 23.3 88 4492 7.69 1.23
357.69 0.881 4.25 -0.688 -- 1.78 -- 5.71 -0.102 -- 90.74 4483 8.6 0.317
384.04 0.919 4.35 -0.568 1.1 -- -1.44 -- -0.425 23 -- -- -- --
392.12 0.927 4.34 -0.514 1.1 -- -- -- -0.423 23.4 -- -- -- --
404.98 0.937 4.26 -0.61 -- 2.15 -- -- -0.0608 -- 88 4427 7.86 1.05
335.08 0.853 4.24 -- 1.13 2.15 -- -- 0.0223 23.2 88.05 4505 7.7 1.23
468.53 1.01 4.32 -0.485 -- -- -- -- -0.412 -- -- -- -- --
399.08 0.934 4.33 -- 1.1 -- -- -- -0.366 23.4 -- -- -- --
413.59 0.947 4.22 -- -- 2.11 -- -- 0.015 -- 88.31 4427 7.75 1.2
474.73 1.02 4.3 -- -- -- -- -- -0.358 -- -- -- -- --

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
1 288.77 wind 1.0 14400 > th dose dependent rect. 22 1
2 289.63 wind 9.0 14400 < th dose dependent rect. 22 1
4 291.27 wind 9.0 14400 < th dose dependent rect. 22 4
11 293.64 wind 1.0 14400 > th dose dependent rect. 22 4
15 294.99 humidity 90.0 4320 > th dose dependent rect. 8 1
24 297.44 wind 5.0 14400 < th dose dependent rect. 1 1
25 297.48 wind 9.0 14400 < th dose dependent rect. 1 1
35 299.15 wind 3.0 14400 < th dose independent rect. 1 1
39 300.14 wind 3.0 14400 > th dose independent rect. 6 3
41 300.56 wind 3.0 14400 < th dose independent rect. 6 1
43 300.57 wind 3.0 14400 > th dose independent rect. 22 4
46 301.20 wind 3.0 14400 < th dose independent rect. 22 4
48 301.35 humidity 90.0 4320 > th dose independent rect. 8 1
49 301.43 wind 3.0 14400 < th dose independent rect. 6 3
51 301.97 wind 1.0 14400 > th dose dependent rect. 1 1
57 302.55 wind 3.0 14400 < th dose dependent rect. 6 1
79 304.08 wind 3.0 14400 < th dose independent rect. 22 2
91 304.97 wind 3.0 14400 > th dose independent rect. 1 1
100 305.79 wind 5.0 14400 < th dose dependent rect. 21 11
101 305.82 wind 3.0 14400 > th dose independent rect. 22 11
126 307.01 wind 3.0 14400 < th dose independent rect. 22 11
163 307.88 humidity 80.0 4320 > th dose dependent rect. 9 5
175 308.18 wind 1.0 14400 > th dose dependent rect. 21 10
254 310.25 wind 3.0 14400 < th dose dependent sin 10 NA
258 310.35 wind 3.0 14400 > th dose independent sin 10 NA
270 310.55 humidity 80.0 4320 > th dose independent rect. 10 5
288 310.93 temperature 25.0 720 > th dose independent rect. 23 1
306 311.19 wind 1.0 14400 > th dose dependent rect. 6 1
307 311.20 humidity 80.0 4320 < th dose independent rect. 10 1
310 311.27 humidity 80.0 4320 > th dose independent rect. 10 1
313 311.33 wind 3.0 14400 < th dose independent sin 10 NA
360 311.89 humidity 80.0 4320 < th dose independent rect. 10 5
368 312.05 humidity 80.0 4320 > th dose dependent rect. 10 1
531 314.15 temperature 25.0 720 > th dose independent rect. 21 3
548 314.32 precipitation 0.1 14400 > th dose dependent rect. 17 1
555 314.40 wind 3.0 14400 > th dose independent rect. 1 9
556 314.40 humidity 80.0 4320 > th dose dependent rect. 12 2
585 314.67 wind 3.0 14400 < th dose independent rect. 1 9
616 315.08 humidity 90.0 4320 < th dose independent rect. 8 1
641 315.36 temperature 20.0 720 > th dose dependent rect. 17 12
659 315.52 temperature 20.0 720 > th dose dependent rect. 17 10
695 315.85 temperature 30.0 720 > th dose independent rect. 18 1
767 316.59 wind 1.0 14400 > th dose dependent sin 10 NA
887 317.51 temperature 20.0 720 > th dose dependent sin 14 NA