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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.

Os02g0504800

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

Description : Similar to Delta-9 stearoyl-acyl carrier protein desaturase (EC 1.14.99.6) (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.4 (0.037) R2 : 0.713
β1 : 3.75 (0.173) R2dD : 0.746 R2D : 0.544
β2 : 0.886 (0.0731) R2dC : 0.0933 R2C : 0.0978
β3 : -1.08 (0.148) R2dE : 0.0614 R2E : 0.136
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -4.12 (0.545) R2dD*E : 0.118 R2D*E : -0.384
γ1 : -0.0537 (0.0784) R2dN8 : 0.000581 R2N8 : 0.00168
σ : 0.567
deviance : 148.34
__
_____
C
peak time of C : 22.4
E
wheather : temperature
threshold : 26.7
memory length : 4166
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
148.34 0.572 5.4 3.76 0.887 -1.08 0.0346 -4.13 -0.0532 22.4 26.7 4177 -- --
164.14 0.597 5.54 2.95 0.899 -0.739 0.177 -- -0.259 22.5 52.21 3935 -- --
148.34 0.567 5.4 3.75 0.886 -1.08 -- -4.12 -0.0537 22.4 26.7 4166 -- --
163.9 0.596 5.55 2.87 0.865 -0.763 -- -- -0.25 22.5 45.83 3845 -- --
192.99 0.647 5.4 3.7 -- -1.23 -- -4.08 -0.0999 -- 28.07 3832 -- --
174.04 0.618 5.51 3.21 0.92 -- 0.108 -- -0.102 22.6 -- -- -- --
174.09 0.618 5.51 3.21 0.919 -- -- -- -0.103 22.6 -- -- -- --
198.78 0.657 5.54 2.88 -- -1.31 -- -- -0.302 -- 190.5 790 -- --
188.7 0.64 5.77 -- 0.877 -2.58 -- -- -1.23 22.5 58.61 47520 -- --
226.09 0.703 5.49 3.22 -- -- -- -- -0.098 -- -- -- -- --
444.97 0.987 5.59 -- 0.943 -- -- -- -0.46 22.9 -- -- -- --
235.83 0.715 5.75 -- -- -2.61 -- -- -1.24 -- 188.9 47520 -- --
500.12 1.04 5.57 -- -- -- -- -- -0.456 -- -- -- -- --

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
1 143.36 temperature 20 720 > th dose dependent rect. 4 5
2 144.07 temperature 20 14400 < th dose dependent rect. 3 1
6 144.37 temperature 20 14400 < th dose dependent rect. 2 5
13 144.45 humidity 70 43200 > th dose independent rect. 7 1
14 144.47 temperature 20 14400 < th dose dependent rect. 23 8
71 144.81 temperature 20 14400 < th dose dependent sin 6 NA
128 145.16 humidity 70 43200 < th dose independent rect. 7 1
151 145.31 humidity 60 43200 < th dose dependent rect. 10 2
247 145.71 humidity 60 43200 < th dose independent rect. 6 4
265 145.76 humidity 60 43200 > th dose independent rect. 24 10
268 145.77 humidity 60 43200 > th dose independent rect. 2 8
340 145.97 humidity 60 43200 < th dose independent rect. 20 14
341 145.97 temperature 20 14400 < th dose dependent no NA NA
433 146.58 temperature 25 720 > th dose independent rect. 6 2
480 146.93 humidity 50 43200 > th dose independent rect. 10 1
483 146.94 temperature 25 270 > th dose dependent sin 6 NA
491 147.02 radiation 40 43200 < th dose dependent rect. 18 10
494 147.05 radiation 40 43200 < th dose dependent rect. 18 1
520 147.18 radiation 10 43200 < th dose dependent rect. 18 7
522 147.19 radiation 10 43200 < th dose dependent rect. 18 5
568 147.52 humidity 60 43200 < th dose dependent sin 8 NA
581 147.63 radiation 10 4320 > th dose independent rect. 13 18
626 148.06 temperature 25 90 > th dose dependent sin 3 NA
648 148.18 radiation 1 4320 < th dose independent rect. 8 22
651 148.19 wind 9 43200 < th dose independent rect. 11 1
668 148.23 temperature 10 4320 > th dose dependent rect. 23 13
681 148.26 temperature 10 4320 > th dose dependent rect. 23 11
685 148.27 temperature 10 4320 > th dose dependent rect. 24 1
690 148.28 temperature 10 4320 > th dose dependent sin 8 NA
694 148.28 temperature 30 4320 < th dose dependent rect. 23 10
696 148.29 wind 9 43200 > th dose independent rect. 11 2
697 148.29 temperature 30 4320 < th dose dependent rect. 23 3
702 148.29 temperature 30 4320 < th dose dependent rect. 13 18
704 148.30 radiation 10 4320 > th dose independent sin 15 NA
717 148.32 radiation 1 4320 > th dose independent rect. 8 22
728 148.33 temperature 30 4320 < th dose dependent sin 8 NA
758 148.36 wind 9 43200 > th dose dependent rect. 11 1
934 148.51 wind 1 43200 > th dose independent rect. 12 7
993 148.54 radiation 1 4320 < th dose dependent rect. 8 22
997 148.55 wind 1 43200 < th dose independent rect. 12 7