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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.

Os08g0226600

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

Description : Non-protein coding transcript, uncharacterized transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.15 (0.0276) R2 : 0.776
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.13 (0.0663) R2dC : 0.532 R2C : 0.585
β3 : -1.6 (0.113) R2dE : 0.12 R2E : 0.226
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.426 (0.0616) R2dN8 : 0.028 R2N8 : 0.0609
σ : 0.508
deviance : 119.12
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_____
C
peak time of C : 22.1
E
wheather : temperature
threshold : 26.8
memory length : 2052
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = < th, dose dependency = dose dependent, type of G = no)

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
106.48 0.485 5.07 1.02 2.27 -1.74 0.0478 -2.4 0.605 22.1 25 1695 -- --
111.8 0.492 5.13 0.593 2.25 -1.41 0.0565 -- 0.511 22.2 27.45 1789 -- --
106.49 0.481 5.07 1.02 2.27 -1.74 -- -2.4 0.605 22.1 25 1695 -- --
111.75 0.492 5.12 0.574 2.24 -1.44 -- -- 0.499 22.1 27.27 1789 -- --
307.98 0.817 5.05 0.625 -- -3.07 -- -1.84 0.456 -- 39.19 762 -- --
144.95 0.564 5.05 1.06 2.28 -- 0.0801 -- 0.839 22.1 -- -- -- --
144.97 0.564 5.05 1.06 2.28 -- -- -- 0.839 22.1 -- -- -- --
308.96 0.819 5.1 0.304 -- -3.07 -- -- 0.326 -- 31.35 748 -- --
119.12 0.508 5.15 -- 2.13 -1.6 -- -- 0.426 22.1 26.8 2052 -- --
459.51 1 4.99 1.09 -- -- -- -- 0.842 -- -- -- -- --
174.66 0.618 5.08 -- 2.29 -- -- -- 0.721 22.1 -- -- -- --
310.67 0.821 5.12 -- -- -3.11 -- -- 0.282 -- 31.22 760 -- --
490.94 1.03 5.02 -- -- -- -- -- 0.721 -- -- -- -- --

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
1 106.50 temperature 25 1440 < th dose dependent rect. 15 21
6 106.61 temperature 25 1440 < th dose dependent rect. 9 20
38 106.76 temperature 25 1440 < th dose dependent rect. 24 23
44 106.78 temperature 25 1440 < th dose dependent rect. 21 23
45 106.79 temperature 25 1440 < th dose dependent no NA NA
80 106.89 temperature 25 1440 < th dose dependent rect. 2 23
131 107.17 temperature 25 1440 < th dose dependent rect. 15 14
148 107.24 temperature 25 1440 < th dose dependent sin 13 NA
156 107.26 temperature 25 720 < th dose dependent rect. 5 18
158 107.27 temperature 25 1440 < th dose dependent sin 6 NA
326 108.32 temperature 25 1440 < th dose dependent rect. 24 1
338 108.42 temperature 10 1440 > th dose dependent rect. 22 7
357 108.53 temperature 10 1440 > th dose dependent rect. 22 5
419 108.78 temperature 30 270 < th dose dependent rect. 8 23
439 108.84 temperature 15 270 > th dose dependent rect. 6 22
470 108.95 temperature 10 1440 > th dose dependent rect. 2 1
529 109.10 temperature 10 1440 > th dose dependent sin 10 NA
557 109.17 temperature 25 720 < th dose dependent sin 22 NA
725 109.57 temperature 15 270 > th dose dependent rect. 20 23
733 109.58 temperature 10 720 > th dose dependent rect. 14 20
973 110.08 temperature 20 4320 < th dose independent sin 17 NA
974 110.08 temperature 20 4320 > th dose independent rect. 22 1