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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.

Os03g0230000

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 : 3.87 (0.0427) R2 : 0.097
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.785 (0.112) R2dE : 0.112 R2E : 0.0721
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.276 (0.0951) R2dN8 : 0.0249 R2N8 : -0.0147
σ : 0.79
deviance : 287.41
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C
peak time of C : --
E
wheather : temperature
threshold : 22.31
memory length : 900
response mode : > th
dose dependency : dose independent
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 independent, 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
272.91 0.776 3.86 0.553 0.416 -1.05 -0.0378 -0.492 0.33 10.6 21.57 1392 -- --
273.44 0.77 3.85 0.687 0.416 -1.02 -0.0217 -- 0.359 10.6 21.5 1392 -- --
272.91 0.769 3.86 0.552 0.416 -1.05 -- -0.488 0.33 10.6 21.58 1392 -- --
273.44 0.77 3.84 0.682 0.416 -1.02 -- -- 0.359 10.6 21.56 1392 -- --
280.87 0.781 3.86 0.529 -- -0.941 -- -0.198 0.344 -- 22 947 -- --
304.24 0.818 3.91 0.267 0.443 -- -0.0957 -- 0.0646 10.9 -- -- -- --
304.28 0.817 3.91 0.263 0.444 -- -- -- 0.0641 10.9 -- -- -- --
280.12 0.78 3.85 0.555 -- -0.901 -- -- 0.373 -- 22.33 1028 -- --
281.2 0.781 3.86 -- 0.385 -0.758 -- -- 0.267 10.4 22.31 1263 -- --
316.49 0.831 3.92 0.254 -- -- -- -- 0.0611 -- -- -- -- --
306.1 0.818 3.92 -- 0.442 -- -- -- 0.0348 10.8 -- -- -- --
287.41 0.79 3.87 -- -- -0.785 -- -- 0.276 -- 22.31 900 -- --
318.18 0.833 3.93 -- -- -- -- -- 0.033 -- -- -- -- --

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
1 269.68 temperature 10 720 > th dose dependent rect. 23 15
3 270.18 temperature 25 1440 < th dose dependent rect. 3 1
14 270.62 temperature 15 10 > th dose dependent rect. 17 23
17 270.70 temperature 30 720 < th dose dependent rect. 21 15
19 270.79 temperature 10 1440 > th dose dependent rect. 3 1
30 270.93 temperature 10 720 > th dose dependent sin 7 NA
40 271.04 temperature 25 1440 < th dose dependent rect. 22 7
90 271.43 temperature 15 10 > th dose dependent rect. 23 23
107 271.53 temperature 30 720 < th dose dependent sin 8 NA
186 272.02 temperature 10 720 > th dose dependent rect. 2 9
220 272.24 temperature 10 1440 > th dose dependent rect. 5 1
316 272.65 temperature 15 90 > th dose dependent rect. 2 23
322 272.74 temperature 25 1440 < th dose dependent rect. 22 1
359 272.93 temperature 25 720 < th dose dependent rect. 17 19
380 273.05 temperature 15 10 > th dose dependent no NA NA
389 273.08 temperature 15 10 > th dose dependent rect. 3 23
516 273.63 wind 9 43200 > th dose dependent rect. 18 14
673 274.26 temperature 30 10 < th dose dependent rect. 20 22
679 274.29 temperature 15 270 > th dose dependent rect. 15 23
759 274.62 temperature 25 720 < th dose dependent rect. 24 22
787 274.70 temperature 15 270 > th dose dependent rect. 23 23
803 274.76 wind 9 43200 > th dose independent rect. 18 15
842 274.88 temperature 30 10 < th dose dependent rect. 8 22
959 275.27 temperature 30 10 < th dose dependent rect. 11 23