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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.

Os01g0838000

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.05 (0.0349) R2 : 0.563
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.29 (0.141) R2dE : 0.272 R2E : -0.0527
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.62 (0.0753) R2dN8 : 0.616 R2N8 : 0.292
σ : 0.65
deviance : 194.65
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 17.1
memory length : 666
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
185.62 0.64 5.08 -0.0144 0.585 -2.89 0.299 -2.22 1.61 15 14.72 406 -- --
188.98 0.64 5.03 0.352 0.567 -2.95 0.0163 -- 1.7 14.9 12.35 410 -- --
185.71 0.635 5.07 0.0176 0.584 -2.71 -- -1.8 1.62 14.9 16.1 410 -- --
187.81 0.638 5.03 0.332 0.559 -2.61 -- -- 1.71 14.9 17.08 424 -- --
189.2 0.641 5.09 0.0211 -- -2.41 -- -1.62 1.59 -- 16.3 690 -- --
285.31 0.792 5.11 -0.31 0.588 -- 0.399 -- 1.27 8.72 -- -- -- --
285.83 0.792 5.11 -0.297 0.585 -- -- -- 1.27 8.81 -- -- -- --
191.84 0.645 5.03 0.346 -- -2.41 -- -- 1.68 -- 16.94 690 -- --
189.83 0.642 5.04 -- 0.584 -2.34 -- -- 1.65 14.9 18.84 406 -- --
305.3 0.816 5.13 -0.296 -- -- -- -- 1.28 -- -- -- -- --
288.15 0.794 5.1 -- 0.585 -- -- -- 1.3 8.84 -- -- -- --
194.65 0.65 5.05 -- -- -2.29 -- -- 1.62 -- 17.1 666 -- --
307.62 0.819 5.12 -- -- -- -- -- 1.31 -- -- -- -- --

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
1 173.90 temperature 20 1440 > th dose dependent rect. 24 7
13 175.37 temperature 20 1440 > th dose dependent rect. 24 3
67 177.82 temperature 20 1440 > th dose dependent sin 10 NA
98 178.53 temperature 20 4320 > th dose dependent rect. 21 1
153 180.37 temperature 20 720 > th dose dependent rect. 20 18
162 180.54 temperature 10 4320 > th dose dependent rect. 21 4
164 180.58 temperature 30 4320 < th dose dependent rect. 21 4
171 180.68 temperature 30 4320 < th dose dependent rect. 21 1
179 180.76 temperature 10 4320 > th dose dependent rect. 21 1
211 181.12 temperature 30 4320 < th dose dependent rect. 17 10
273 181.76 temperature 25 4320 < th dose independent rect. 20 4
307 182.08 temperature 25 4320 < th dose independent rect. 19 6
319 182.15 temperature 15 720 > th dose dependent rect. 19 21
325 182.20 temperature 25 4320 < th dose independent rect. 16 11
340 182.29 temperature 30 1440 < th dose dependent rect. 17 14
372 182.51 temperature 25 4320 < th dose independent rect. 21 1
420 182.92 temperature 30 1440 < th dose dependent sin 12 NA
465 183.22 temperature 25 4320 > th dose independent rect. 21 1
509 183.41 temperature 25 4320 < th dose independent sin 14 NA
512 183.42 temperature 10 4320 > th dose dependent sin 13 NA
557 183.60 temperature 25 4320 > th dose independent rect. 20 4
906 184.80 temperature 10 720 > th dose dependent rect. 12 21
921 184.86 temperature 25 4320 > th dose independent rect. 16 9
924 184.87 temperature 25 4320 < th dose independent rect. 15 17