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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.

Os08g0167800

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

Description : Terpenoid cylases/protein prenyltransferase alpha-alpha toroid domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.5 (0.0554) R2 : 0.24
β1 : -0.903 (0.208) R2dD : 0.0379 R2D : 0.0162
β2 : 0.613 (0.143) R2dC : 0.0347 R2C : 0.0472
β3 : -1.07 (1.88) R2dE : 0.00479 R2E : -0.0612
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -37.7 (9.34) R2dD*E : 0.228 R2D*E : 0.171
γ1 : -0.0891 (0.115) R2dN8 : 0.00165 R2N8 : -0.00325
σ : 0.987
deviance : 449.23
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_____
C
peak time of C : 5.64
E
wheather : wind
threshold : 2.47
memory length : 310
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 3.88
open length of G : 0.934

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, 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
444.37 0.99 3.5 -0.885 0.644 -1.45 -1.55 -38.9 -0.0873 5.35 2.604 312 3.9 0.908
532.42 1.08 3.55 -0.71 0.786 -1.44 -2.49 -- -0.115 5.53 2.604 312 3.9 0.908
449.23 0.987 3.5 -0.903 0.613 -1.07 -- -37.7 -0.0891 5.64 2.47 310 3.88 0.934
547.19 1.1 3.54 -0.716 0.775 -1.2 -- -- -0.103 5.91 2.47 310 3.88 0.934
468.25 1.01 3.51 -0.925 -- -0.313 -- -35.4 -0.112 -- 2.422 311 3.83 0.767
534.48 1.08 3.55 -0.697 0.772 -- -2.43 -- -0.108 5.56 -- -- -- --
548.63 1.1 3.54 -0.705 0.763 -- -- -- -0.097 5.94 -- -- -- --
535.29 1.08 3.61 -1.04 -- 1.52 -- -- -0.297 -- -0.5729 310 3.12 1.82
560.67 1.11 3.52 -- 0.762 -1.02 -- -- -0.0222 5.96 2.47 310 3.88 0.934
578.8 1.12 3.55 -0.682 -- -- -- -- -0.0794 -- -- -- -- --
561.72 1.11 3.52 -- 0.752 -- -- -- -0.0185 5.99 -- -- -- --
483.45 1.02 3.52 -- -- 7.07 -- -- -0.0641 -- 2.678 257 4.88 0.0674
591.07 1.13 3.53 -- -- -- -- -- -0.00376 -- -- -- -- --

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
1 445.76 wind 3.0 270 > th dose independent rect. 4 1
2 448.35 wind 3.0 270 > th dose dependent rect. 4 1
3 448.93 precipitation 0.1 270 > th dose dependent rect. 4 1
4 448.96 precipitation 0.1 270 > th dose independent rect. 4 1
5 449.53 wind 5.0 90 > th dose independent rect. 4 4
8 450.46 wind 5.0 90 > th dose dependent rect. 4 4
9 450.62 precipitation 0.1 270 > th dose dependent rect. 4 3
10 450.64 precipitation 0.1 270 > th dose independent rect. 4 3
30 454.89 precipitation 0.1 270 > th dose independent rect. 24 7
34 454.92 precipitation 0.1 270 > th dose dependent rect. 24 7
39 455.03 precipitation 0.1 270 > th dose independent rect. 24 9
41 455.07 precipitation 0.1 270 > th dose dependent rect. 24 9
79 458.37 wind 5.0 10 > th dose independent rect. 5 3
171 472.09 precipitation 0.1 10 > th dose independent rect. 3 5
191 472.09 precipitation 0.1 10 > th dose dependent rect. 3 5
211 472.12 precipitation 0.1 10 > th dose dependent rect. 3 3
215 472.13 precipitation 0.1 10 > th dose independent rect. 3 3
231 473.90 radiation 1.0 10 < th dose independent rect. 6 1
263 478.01 precipitation 0.1 10 < th dose independent sin 1 NA
264 478.01 precipitation 0.1 10 < th dose dependent sin 1 NA
265 478.14 precipitation 0.1 10 > th dose independent sin 1 NA
266 478.15 precipitation 0.1 10 > th dose dependent sin 1 NA
269 478.46 precipitation 0.1 270 < th dose independent sin 8 NA
271 478.46 precipitation 0.1 270 < th dose dependent sin 8 NA
275 478.73 precipitation 0.1 270 > th dose independent sin 8 NA
279 479.29 precipitation 0.1 270 > th dose dependent sin 8 NA
295 480.74 wind 5.0 270 > th dose independent rect. 22 10
299 481.10 wind 9.0 720 > th dose independent rect. 20 1
302 481.10 wind 9.0 720 > th dose dependent rect. 20 1
332 481.78 wind 5.0 270 > th dose dependent rect. 22 10
437 484.57 radiation 1.0 10 < th dose dependent rect. 6 1
482 485.56 wind 5.0 270 < th dose independent rect. 20 14
594 486.22 wind 3.0 10 > th dose independent rect. 6 1
595 486.22 wind 3.0 10 > th dose dependent rect. 6 1
968 492.50 radiation 10.0 10 < th dose dependent sin 2 NA
993 492.99 radiation 10.0 10 < th dose dependent rect. 2 9