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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.

Os04g0627900

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

Description : Translation initiation factor SUI1 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.22 (0.0448) R2 : 0.269
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.1 (0.118) R2dC : 0.144 R2C : 0.0636
β3 : -0.652 (0.118) R2dE : 0.0535 R2E : -0.0512
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.9 (0.0964) R2dN8 : 0.19 R2N8 : 0.1
σ : 0.842
deviance : 323.22
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_____
C
peak time of C : 16.8
E
wheather : temperature
threshold : 20.8
memory length : 10
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
322.3 0.843 5.23 -0.074 1.1 -0.677 0.312 -0.455 0.882 16.7 20.9 10 -- --
323.21 0.844 5.22 0.0229 1.1 -0.656 0.0421 -- 0.903 16.8 20.8 10 -- --
322.39 0.843 5.23 -0.0566 1.1 -0.667 -- -0.374 0.886 16.8 20.9 10 -- --
323.21 0.843 5.22 0.0229 1.1 -0.655 -- -- 0.903 16.8 20.81 10 -- --
383.06 0.912 5.23 -0.0629 -- -0.508 -- -0.174 0.817 -- 20.5 17 -- --
343.22 0.869 5.25 -0.131 0.999 -- -0.188 -- 0.764 17.4 -- -- -- --
343.31 0.868 5.25 -0.131 0.998 -- -- -- 0.764 17.4 -- -- -- --
383.03 0.912 5.22 -0.0343 -- -0.515 -- -- 0.836 -- 20.58 30 -- --
323.22 0.842 5.22 -- 1.1 -0.652 -- -- 0.9 16.8 20.8 10 -- --
395.19 0.929 5.24 -0.165 -- -- -- -- 0.739 -- -- -- -- --
343.76 0.867 5.25 -- 1 -- -- -- 0.778 17.4 -- -- -- --
383.06 0.912 5.22 -- -- -0.519 -- -- 0.841 -- 20.57 30 -- --
395.9 0.929 5.24 -- -- -- -- -- 0.757 -- -- -- -- --

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
1 320.26 temperature 15.0 270 > th dose dependent rect. 18 10
2 320.52 temperature 25.0 90 < th dose dependent rect. 22 12
4 321.10 temperature 25.0 90 < th dose dependent rect. 17 17
5 321.13 temperature 20.0 10 > th dose independent rect. 8 23
15 321.61 precipitation 0.1 270 > th dose independent rect. 14 4
30 321.99 temperature 30.0 270 < th dose dependent rect. 20 11
49 322.39 temperature 20.0 30 > th dose dependent rect. 21 9
59 322.58 temperature 25.0 720 < th dose dependent rect. 20 4
60 322.60 temperature 25.0 90 < th dose dependent sin 9 NA
63 322.63 temperature 25.0 720 < th dose dependent rect. 21 2
69 322.80 precipitation 0.1 270 > th dose dependent rect. 14 4
82 323.04 temperature 25.0 270 < th dose dependent rect. 17 13
94 323.12 temperature 25.0 90 < th dose dependent rect. 13 21
108 323.20 temperature 20.0 30 > th dose independent rect. 21 20
126 323.46 temperature 25.0 30 < th dose dependent rect. 23 21
149 323.61 temperature 20.0 30 > th dose independent rect. 19 22
169 323.74 temperature 20.0 10 > th dose independent rect. 21 9
300 324.65 temperature 15.0 270 > th dose dependent sin 10 NA
302 324.65 precipitation 0.1 270 > th dose dependent rect. 15 2
326 324.78 temperature 20.0 90 > th dose independent rect. 19 10
447 325.63 temperature 25.0 30 < th dose dependent rect. 3 23
451 325.66 temperature 20.0 10 > th dose independent rect. 19 11
474 325.77 temperature 25.0 30 < th dose dependent no NA NA
482 325.80 temperature 25.0 30 < th dose dependent rect. 7 23
483 325.80 temperature 25.0 30 < th dose dependent rect. 9 23
494 325.86 temperature 25.0 30 < th dose dependent rect. 19 23
526 325.98 temperature 25.0 30 < th dose dependent rect. 1 23
551 326.09 temperature 20.0 90 < th dose independent rect. 22 13
554 326.09 temperature 25.0 30 < th dose dependent rect. 5 23
593 326.25 temperature 20.0 10 > th dose independent rect. 21 15
625 326.43 precipitation 0.1 30 > th dose independent rect. 13 5
638 326.43 precipitation 0.1 30 > th dose dependent rect. 13 5
651 326.44 precipitation 0.1 10 > th dose independent rect. 17 1
680 326.44 precipitation 0.1 10 > th dose dependent rect. 17 1
736 326.54 atmosphere 1015.0 90 < th dose dependent rect. 19 10
743 326.58 wind 1.0 4320 < th dose dependent rect. 7 1
766 326.65 temperature 20.0 90 < th dose independent rect. 22 16
878 327.07 temperature 20.0 10 > th dose independent sin 9 NA
892 327.12 temperature 20.0 10 > th dose independent rect. 21 23
897 327.14 temperature 20.0 720 < th dose independent rect. 20 4
898 327.14 temperature 20.0 720 > th dose dependent rect. 21 1
915 327.20 wind 1.0 4320 < th dose independent rect. 7 1
985 327.40 precipitation 0.1 90 > th dose dependent sin 21 NA