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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.

Os10g0390900

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

Description : Synaptojanin, N-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.25 (0.0355) R2 : 0.229
β1 : 0.733 (0.132) R2dD : 0.056 R2D : 0.0799
β2 : 0.53 (0.0843) R2dC : 0.0634 R2C : 0.0598
β3 : -0.653 (0.0961) R2dE : 0.0878 R2E : 0.111
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.106 (0.0764) R2dN8 : 0.00427 R2N8 : -0.00826
σ : 0.661
deviance : 201.68
__
_____
C
peak time of C : 11
E
wheather : temperature
threshold : 31.5
memory length : 5843
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
178.92 0.628 3.19 1.66 0.61 -0.746 1.45 -3.3 0.0429 11.4 23.37 3774 -- --
195.68 0.652 3.24 0.726 0.553 -0.646 1.45 -- 0.159 11 31.57 5723 -- --
186.52 0.636 3.21 1.72 0.542 -0.712 -- -3.1 0.0396 10.9 22.9 3095 -- --
201.68 0.661 3.25 0.733 0.53 -0.653 -- -- 0.106 11 31.5 5843 -- --
203.75 0.665 3.22 1.73 -- -0.7 -- -3.15 0.0364 -- 22.97 3073 -- --
217.42 0.691 3.27 0.872 0.517 -- 1.15 -- 0.0284 11.1 -- -- -- --
222.89 0.699 3.27 0.917 0.516 -- -- -- 0.0311 10.7 -- -- -- --
218.11 0.688 3.25 0.725 -- -0.681 -- -- 0.114 -- 31.49 5878 -- --
215.27 0.683 3.26 -- 0.539 -0.735 -- -- 0.0726 11.1 31.46 5756 -- --
239.36 0.723 3.28 0.907 -- -- -- -- 0.0283 -- -- -- -- --
245.06 0.732 3.29 -- 0.51 -- -- -- -0.071 10.6 -- -- -- --
231.09 0.708 3.27 -- -- -0.793 -- -- 0.0561 -- 31.5 5878 -- --
261.07 0.754 3.3 -- -- -- -- -- -0.0724 -- -- -- -- --

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
1 163.17 temperature 20 720 > th dose dependent rect. 4 4
3 164.77 temperature 20 720 > th dose dependent rect. 5 2
31 172.75 temperature 20 720 > th dose dependent sin 7 NA
32 172.79 temperature 30 720 < th dose dependent rect. 2 7
92 175.53 temperature 30 720 < th dose dependent sin 7 NA
151 176.83 temperature 25 720 > th dose independent rect. 6 2
157 176.95 temperature 25 720 < th dose dependent rect. 5 2
215 177.98 temperature 20 4320 > th dose dependent rect. 1 1
233 178.17 temperature 25 720 < th dose dependent rect. 1 14
302 178.85 temperature 20 10 > th dose dependent rect. 2 21
459 180.20 temperature 30 1440 < th dose dependent rect. 20 2
495 180.43 temperature 20 1440 > th dose dependent sin 13 NA
496 180.43 temperature 30 4320 < th dose dependent rect. 1 1
499 180.45 temperature 20 1440 > th dose dependent rect. 16 15
519 180.53 temperature 30 4320 < th dose dependent rect. 21 6
557 180.66 temperature 20 720 > th dose independent rect. 4 5
679 181.03 temperature 25 10 > th dose dependent rect. 7 16
744 181.20 temperature 30 1440 < th dose dependent rect. 16 9
757 181.24 temperature 25 10 > th dose dependent rect. 15 23
758 181.25 temperature 25 4320 > th dose independent rect. 22 1
797 181.33 temperature 25 10 > th dose dependent rect. 13 23
809 181.38 temperature 25 4320 > th dose independent rect. 21 3
966 181.64 temperature 25 10 > th dose dependent rect. 7 23
990 181.69 temperature 30 1440 < th dose dependent sin 15 NA