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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.

Os10g0485400

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

Description : Non-protein coding transcript, unclassifiable transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.33 (0.0347) R2 : 0.902
β1 : 1.63 (0.129) R2dD : 0.0376 R2D : -0.119
β2 : 0.739 (0.0869) R2dC : 0.0175 R2C : -0.165
β3 : -1.97 (0.18) R2dE : 0.0326 R2E : -0.0949
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -4.02 (0.0768) R2dN8 : 0.873 R2N8 : 0.812
σ : 0.638
deviance : 187.53
__
_____
C
peak time of C : 22.5
E
wheather : temperature
threshold : 7.706
memory length : 17
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
182.49 0.635 7.3 1.85 0.726 -2 -0.484 1.77 -3.95 22.6 9.94 11 -- --
184.66 0.633 7.33 1.59 0.735 -1.95 -0.838 -- -4.02 22.6 8.469 17 -- --
183.27 0.631 7.29 1.93 0.729 -2 -- 2.24 -3.93 22.6 8.896 11 -- --
187.53 0.638 7.33 1.63 0.739 -1.97 -- -- -4.02 22.5 7.706 17 -- --
211.38 0.681 7.26 2.03 -- -2.55 -- 2.28 -3.86 -- 11.55 6 -- --
222.06 0.699 7.39 1.21 1.13 -- -0.7 -- -4.3 0.14 -- -- -- --
224.18 0.701 7.39 1.24 1.13 -- -- -- -4.29 0.157 -- -- -- --
215.68 0.687 7.29 1.72 -- -2.51 -- -- -3.95 -- 11.55 6 -- --
250.11 0.741 7.39 -- 0.883 -1.17 -- -- -4.29 23.5 8.905 22 -- --
304.9 0.816 7.37 1.27 -- -- -- -- -4.28 -- -- -- -- --
264.6 0.761 7.42 -- 1.15 -- -- -- -4.43 0.216 -- -- -- --
289.66 0.795 7.35 -- -- -1.97 -- -- -4.2 -- 11.55 6 -- --
347.78 0.87 7.4 -- -- -- -- -- -4.42 -- -- -- -- --

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
1 167.76 temperature 10 10 > th dose dependent sin 16 NA
28 172.68 temperature 30 10 < th dose dependent sin 16 NA
50 174.78 temperature 15 270 > th dose dependent rect. 11 12
90 177.61 temperature 15 270 > th dose dependent rect. 11 22
108 178.29 temperature 30 90 < th dose dependent rect. 13 14
119 178.64 temperature 30 10 < th dose dependent rect. 12 15
130 179.11 temperature 20 10 > th dose dependent rect. 13 13
133 179.16 temperature 10 720 > th dose dependent rect. 6 17
150 179.39 temperature 15 720 > th dose dependent rect. 10 8
162 179.71 temperature 20 10 > th dose dependent rect. 15 11
170 179.84 temperature 10 720 > th dose dependent rect. 9 16
198 180.34 temperature 15 10 > th dose dependent rect. 24 23
215 180.56 temperature 30 720 < th dose dependent rect. 8 16
262 181.11 temperature 30 90 < th dose dependent rect. 15 12
347 182.11 temperature 15 10 > th dose dependent rect. 3 23
348 182.11 temperature 10 270 > th dose dependent rect. 24 23
353 182.17 temperature 30 10 < th dose dependent rect. 12 12
387 182.47 temperature 15 90 > th dose dependent rect. 3 23
392 182.50 temperature 10 10 > th dose dependent no NA NA
408 182.67 temperature 10 90 > th dose dependent no NA NA
495 183.42 temperature 25 270 > th dose independent rect. 12 11
500 183.43 temperature 30 30 < th dose dependent rect. 1 23
518 183.50 temperature 25 10 < th dose dependent rect. 8 19
565 183.86 temperature 20 10 > th dose dependent rect. 13 17
579 183.99 temperature 20 10 > th dose dependent rect. 15 15
601 184.14 temperature 15 10 > th dose dependent rect. 13 23
631 184.35 temperature 30 10 < th dose dependent rect. 13 23
651 184.46 temperature 30 90 < th dose dependent rect. 11 23
664 184.52 temperature 25 10 < th dose dependent rect. 4 23
703 184.79 temperature 20 720 > th dose dependent rect. 13 2
743 184.98 temperature 25 10 < th dose dependent rect. 6 21
770 185.15 temperature 30 10 < th dose dependent rect. 19 23
774 185.17 temperature 25 10 < th dose dependent rect. 8 22
805 185.34 temperature 30 270 < th dose dependent rect. 9 22
808 185.35 temperature 25 270 < th dose independent rect. 11 13
825 185.47 temperature 15 270 > th dose dependent rect. 20 23
826 185.48 temperature 30 10 < th dose dependent no NA NA
870 185.72 temperature 15 10 > th dose dependent rect. 11 23
894 185.83 temperature 30 10 < th dose dependent rect. 11 23
898 185.86 temperature 30 10 < th dose dependent rect. 17 23
902 185.87 temperature 30 10 < th dose dependent rect. 15 23
921 185.96 temperature 30 10 < th dose dependent rect. 21 23
945 186.05 temperature 30 10 < th dose dependent rect. 23 23
961 186.14 radiation 10 4320 > th dose dependent rect. 5 2