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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.

Os08g0566100

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

Description : Protein of unknown function DUF239, plant domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.66 (0.0514) R2 : 0.339
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.62 (0.109) R2dE : 0.321 R2E : 0.323
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.314 (0.108) R2dN8 : 0.0158 R2N8 : 0.0175
σ : 0.966
deviance : 429.93
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 15.28
memory length : 53
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 9.69
open length of G : 17.7

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
407.75 0.949 4.65 -0.547 0.689 -1.27 1.34 1.09 0.236 8.7 14.92 89 9.09 17.9
411.22 0.944 4.66 -0.459 0.684 -1.28 1.12 -- 0.268 8.75 15.09 88 9.17 17.9
411.79 0.945 4.65 -0.455 0.738 -1.22 -- 0.524 0.252 8.19 14.9 83 9.15 17.9
412.05 0.945 4.65 -0.447 0.71 -1.23 -- -- 0.251 8.09 15.06 72 9.38 17.8
425.05 0.96 4.67 -0.355 -- -1.61 -- 0.128 0.276 -- 15.19 64 9.65 17.7
457.75 1 4.61 -0.498 1.82 -- 0.187 -- 0.298 7.05 -- -- -- --
457.84 1 4.61 -0.494 1.82 -- -- -- 0.298 7.03 -- -- -- --
424.91 0.96 4.67 -0.441 -- -1.62 -- -- 0.259 -- 15.19 58 9.65 17.7
417.48 0.952 4.65 -- 0.656 -1.26 -- -- 0.275 8.22 15.1 71 9.42 17.8
632.68 1.18 4.65 -0.458 -- -- -- -- 0.331 -- -- -- -- --
464.28 1.01 4.6 -- 1.82 -- -- -- 0.353 7.05 -- -- -- --
429.93 0.966 4.66 -- -- -1.62 -- -- 0.314 -- 15.28 53 9.69 17.7
638.21 1.18 4.64 -- -- -- -- -- 0.382 -- -- -- -- --

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
1 398.95 precipitation 0.1 43200 > th dose independent rect. 8 1
2 398.95 precipitation 0.1 43200 > th dose dependent rect. 8 1
3 399.05 precipitation 0.1 43200 < th dose independent rect. 8 1
4 399.05 precipitation 0.1 43200 < th dose dependent rect. 8 1
5 400.10 radiation 1.0 43200 < th dose independent rect. 9 4
8 400.12 radiation 1.0 43200 > th dose independent rect. 9 4
13 400.74 radiation 1.0 43200 < th dose dependent rect. 9 5
18 401.08 radiation 1.0 43200 < th dose dependent rect. 10 3
25 401.70 radiation 1.0 43200 < th dose dependent rect. 8 7
66 405.25 temperature 20.0 43200 < th dose independent rect. 18 1
78 405.90 temperature 20.0 43200 < th dose independent rect. 13 6
84 406.29 radiation 1.0 43200 < th dose dependent rect. 6 1
90 406.67 temperature 20.0 43200 > th dose independent rect. 12 7
98 406.93 temperature 20.0 43200 > th dose independent rect. 9 10
133 407.66 temperature 20.0 43200 < th dose independent rect. 6 1
134 407.66 temperature 20.0 43200 > th dose independent rect. 17 2
139 407.72 temperature 20.0 43200 < th dose dependent rect. 2 1
140 407.73 temperature 20.0 43200 > th dose independent rect. 6 1
151 407.83 radiation 1.0 43200 < th dose dependent rect. 6 4
173 408.03 temperature 20.0 43200 < th dose dependent rect. 6 2
213 408.39 temperature 15.0 90 > th dose independent rect. 9 18
227 408.45 temperature 20.0 43200 < th dose dependent rect. 18 10
236 408.48 temperature 20.0 43200 < th dose dependent rect. 22 17
248 408.52 temperature 20.0 43200 < th dose dependent rect. 18 20
280 408.57 temperature 20.0 43200 < th dose dependent rect. 6 22
288 408.59 wind 1.0 43200 < th dose dependent rect. 16 3
302 408.60 temperature 20.0 43200 < th dose dependent rect. 22 22
321 408.64 temperature 20.0 43200 < th dose dependent sin 4 NA
369 408.68 temperature 20.0 43200 < th dose dependent rect. 5 8
388 408.70 temperature 20.0 43200 < th dose dependent no NA NA
395 408.70 temperature 20.0 43200 < th dose dependent rect. 10 23
451 408.75 temperature 20.0 43200 < th dose dependent rect. 11 17
585 409.00 temperature 20.0 43200 < th dose independent rect. 12 2
627 409.19 temperature 20.0 43200 < th dose independent rect. 9 1
630 409.20 temperature 20.0 43200 < th dose independent sin 23 NA
675 409.36 temperature 20.0 43200 > th dose independent rect. 12 2
684 409.38 temperature 20.0 43200 < th dose independent rect. 2 1
715 409.49 temperature 20.0 43200 > th dose independent rect. 2 1
733 409.55 temperature 15.0 270 > th dose independent rect. 9 16
782 409.73 temperature 20.0 43200 > th dose independent sin 23 NA
789 409.75 radiation 1.0 43200 < th dose dependent rect. 21 19
790 409.76 radiation 1.0 43200 < th dose dependent rect. 23 17
829 409.91 temperature 20.0 43200 > th dose dependent rect. 3 1
973 410.35 temperature 20.0 43200 < th dose dependent rect. 19 1
978 410.36 temperature 25.0 43200 > th dose dependent rect. 12 1