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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.

Os02g0503500

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

Description : Similar to 3-oxoacyl-[acyl-carrier-protein] reductase, chloroplast precursor (EC 1.1.1.100) (3-ketoacyl-acyl carrier protein reductase).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.77 (0.0203) R2 : 0.425
β1 : -0.436 (0.0737) R2dD : 0.0549 R2D : -0.15
β2 : -- (--) R2dC : -- R2C : --
β3 : -16 (1.2) R2dE : 4.88 R2E : -6.45
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -74.4 (4.74) R2dD*E : 6.78 R2D*E : -4.44
γ1 : 0.104 (0.0394) R2dN8 : 0.0119 R2N8 : -0.0815
σ : 0.344
deviance : 54.52
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_____
C
peak time of C : --
E
wheather : wind
threshold : 9.026
memory length : 86
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 6.73
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = > th, dose dependency = dose independent, type of G = sin)

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
53.75 0.344 2.77 -0.452 0.0762 -16.1 -0.347 -75.3 0.101 2.33 9.004 88 6.8 --
92.87 0.452 2.91 -0.0862 0.0819 -0.229 -0.575 -- 0.0606 20.1 9.004 88 6.8 --
54.19 0.343 2.77 -0.44 0.0749 -16 -- -74.7 0.102 2.24 9.019 87 6.77 --
83.97 0.427 2.91 -0.00269 0.0847 1.98 -- -- 0.0767 5.31 8.303 71 6.28 --
54.52 0.344 2.77 -0.436 -- -16 -- -74.4 0.104 -- 9.026 86 6.73 --
92.92 0.452 2.91 -0.0837 0.0799 -- -0.569 -- 0.0615 20.1 -- -- -- --
93.86 0.454 2.91 -0.0685 0.0818 -- -- -- 0.0605 21.2 -- -- -- --
83.58 0.426 2.91 0.00492 -- 2.15 -- -- 0.0766 -- 8.3 71 7.14 --
83.46 0.426 2.9 -- 0.0386 2.21 -- -- 0.0934 4.07 8.4 71 7.13 --
94.25 0.454 2.91 -0.0682 -- -- -- -- 0.0602 -- -- -- -- --
93.99 0.454 2.91 -- 0.0819 -- -- -- 0.0682 21.2 -- -- -- --
83.56 0.426 2.9 -- -- 2.16 -- -- 0.0952 -- 8.393 71 7.15 --
94.38 0.453 2.91 -- -- -- -- -- 0.0677 -- -- -- -- --

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 49.08 wind 9 10 > th dose independent rect. 18 1
4 49.08 wind 9 10 > th dose dependent rect. 18 1
10 52.09 wind 9 90 > th dose dependent rect. 16 7
27 53.18 wind 9 90 > th dose independent rect. 16 7
75 55.08 wind 9 90 > th dose independent sin 13 NA
76 55.27 wind 9 90 < th dose independent sin 13 NA
81 56.50 wind 9 90 > th dose dependent sin 13 NA
224 62.89 humidity 70 90 < th dose independent rect. 16 1
490 76.37 wind 9 10 > th dose independent sin 12 NA
520 76.66 atmosphere 1005 30 > th dose dependent rect. 17 1
521 76.67 wind 9 10 < th dose independent sin 12 NA
624 78.66 wind 9 270 > th dose independent rect. 13 1
628 78.66 wind 9 270 > th dose dependent rect. 13 1
659 79.47 atmosphere 1005 10 > th dose independent rect. 17 1
917 82.13 humidity 80 90 < th dose dependent rect. 16 2