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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.

Os04g0509000

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

Description : Similar to Pto kinase interactor 1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.22 (0.0418) R2 : 0.0174
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.25 (0.088) R2dN8 : 0.0224 R2N8 : 0.0174
σ : 0.787
deviance : 284.11
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
238.19 0.725 3.17 -0.134 0.973 -0.915 -2.25 2.4 -0.135 13.4 16.51 379 -- --
245.78 0.73 3.16 -0.295 0.84 -0.8 -1.24 -- -0.153 12.9 19.7 371 -- --
250.6 0.737 3.17 -0.0541 0.784 -0.933 -- 2.06 -0.136 13.4 20.17 474 -- --
248.75 0.735 3.18 -0.182 0.923 -0.954 -- -- -0.154 13.6 20.21 396 -- --
260.62 0.752 3.19 -0.105 -- -0.76 -- 2 -0.138 -- 3.103 1189 -- --
258.6 0.754 3.21 -0.305 0.523 -- -1.07 -- -0.283 10.9 -- -- -- --
263.38 0.76 3.21 -0.349 0.529 -- -- -- -0.286 10.8 -- -- -- --
267.27 0.761 3.21 -0.314 -- -0.73 -- -- -0.21 -- 3.104 1139 -- --
249.76 0.736 3.18 -- 0.916 -1.01 -- -- -0.129 13.6 20.17 397 -- --
280.69 0.783 3.22 -0.36 -- -- -- -- -0.29 -- -- -- -- --
266.59 0.764 3.2 -- 0.531 -- -- -- -0.247 10.9 -- -- -- --
269.84 0.765 3.2 -- -- -0.753 -- -- -0.178 -- 3.07 1139 -- --
284.11 0.787 3.22 -- -- -- -- -- -0.25 -- -- -- -- --

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
1 229.61 radiation 20 270 < th dose dependent rect. 8 5
2 229.72 radiation 20 270 < th dose dependent rect. 7 7
9 230.89 radiation 20 270 < th dose independent rect. 7 7
12 231.09 radiation 20 270 < th dose independent rect. 8 5
16 231.51 radiation 20 270 < th dose independent rect. 8 17
31 232.45 radiation 20 270 < th dose independent rect. 19 18
34 232.51 radiation 20 270 < th dose dependent rect. 5 22
56 233.25 radiation 30 270 < th dose dependent rect. 8 17
60 233.41 radiation 20 270 < th dose dependent rect. 7 19
67 233.66 radiation 20 270 < th dose independent rect. 6 21
83 234.07 radiation 30 270 < th dose dependent rect. 19 18
206 236.30 radiation 30 720 < th dose dependent rect. 22 14
314 237.52 radiation 20 720 < th dose independent rect. 22 13
561 239.52 humidity 70 90 > th dose independent rect. 9 18
583 239.65 radiation 20 270 > th dose independent rect. 12 23
623 239.84 radiation 20 720 > th dose independent rect. 8 3
675 240.11 radiation 1 270 > th dose dependent rect. 12 23
679 240.15 radiation 20 10 < th dose independent rect. 11 1
713 240.30 radiation 20 720 > th dose independent rect. 6 5
758 240.45 radiation 1 720 > th dose dependent rect. 6 5
814 240.75 radiation 30 720 < th dose dependent sin 8 NA
910 241.14 radiation 20 720 > th dose independent sin 9 NA
913 241.14 humidity 50 30 > th dose dependent rect. 11 16