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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.

Os03g0439500

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

Description : 2OG-Fe(II) oxygenase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.65 (0.0774) R2 : 0.592
β1 : -4.79 (0.29) R2dD : 0.265 R2D : 0.139
β2 : 3.71 (0.204) R2dC : 0.322 R2C : 0.204
β3 : 3.48 (0.237) R2dE : 0.221 R2E : -0.0107
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.696 (0.166) R2dN8 : 0.0208 R2N8 : 0.00759
σ : 1.45
deviance : 966.45
__
_____
C
peak time of C : 16.1
E
wheather : temperature
threshold : 26.87
memory length : 1091
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 8.52
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 = 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
943.88 1.44 6.86 -6.6 3.69 4.39 -2.37 -9.36 -0.972 16 27 1132 9.33 --
956.08 1.44 6.65 -4.74 3.76 3.47 -2.13 -- -0.719 16 26.71 1084 9 --
957.8 1.44 6.84 -6.42 3.72 4.35 -- -8.41 -0.91 16.1 27.03 1140 8.68 --
966.45 1.45 6.65 -4.79 3.71 3.48 -- -- -0.696 16.1 26.87 1091 8.52 --
1439.73 1.77 6.92 -6.47 -- 4.39 -- -6.05 -1.65 -- 25.58 1831 14.7 --
1404.07 1.76 6.68 -3.88 3.04 -- -2.9 -- -0.864 16.3 -- -- -- --
1424.48 1.77 6.69 -3.91 3.04 -- -- -- -0.88 16.6 -- -- -- --
1177.56 1.6 6.74 -5.24 -- 6.38 -- -- -1.4 -- -11.44 1729 16.1 --
1536.93 1.83 6.52 -- 3.61 2.72 -- -- -0.104 16.2 27.6 1058 7.12 --
1918.11 2.05 6.67 -4.02 -- -- -- -- -0.959 -- -- -- -- --
1826.79 2 6.6 -- 3.12 -- -- -- -0.444 16.6 -- -- -- --
1779.22 1.96 6.5 -- -- 4.52 -- -- -0.581 -- -66.62 1727 16.1 --
2345.29 2.26 6.57 -- -- -- -- -- -0.513 -- -- -- -- --

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
1 999.93 temperature 30 1440 < th dose independent sin 12 NA
2 1001.52 temperature 30 1440 > th dose independent sin 12 NA
4 1002.02 temperature 30 1440 > th dose dependent sin 11 NA
9 1002.98 temperature 30 1440 > th dose dependent rect. 14 21
14 1003.90 temperature 30 1440 > th dose dependent rect. 14 5
34 1005.22 temperature 25 1440 > th dose dependent rect. 16 7
50 1005.49 humidity 70 1440 < th dose independent rect. 18 13
74 1006.27 humidity 70 1440 < th dose independent rect. 18 2
85 1006.60 temperature 30 1440 > th dose independent rect. 15 4
99 1006.66 temperature 30 1440 < th dose independent rect. 15 19
108 1007.46 temperature 30 1440 < th dose independent rect. 15 12
109 1007.48 temperature 30 1440 < th dose independent rect. 15 16
110 1007.54 temperature 30 1440 < th dose independent rect. 15 14
111 1007.58 temperature 30 1440 < th dose independent rect. 15 10
120 1007.94 temperature 30 1440 > th dose independent rect. 15 19
131 1008.73 humidity 70 720 > th dose independent rect. 18 8
213 1010.27 temperature 30 1440 > th dose dependent no NA NA
358 1012.00 temperature 30 1440 > th dose dependent rect. 17 23
404 1013.50 temperature 30 1440 < th dose independent rect. 17 23
407 1013.59 temperature 30 1440 < th dose independent rect. 9 22
408 1013.62 temperature 30 1440 < th dose independent rect. 9 18
409 1013.65 temperature 30 1440 < th dose independent rect. 9 20
410 1013.68 temperature 30 1440 < th dose independent rect. 9 16
446 1015.29 temperature 30 1440 < th dose independent rect. 6 21
447 1015.31 temperature 30 1440 < th dose independent rect. 6 23
450 1015.33 temperature 30 1440 < th dose independent rect. 4 23
451 1015.35 temperature 30 1440 < th dose independent rect. 6 19
454 1015.37 temperature 30 1440 < th dose independent rect. 2 23
456 1015.39 temperature 30 1440 < th dose independent rect. 4 21
462 1015.43 temperature 30 1440 < th dose independent no NA NA
465 1015.45 temperature 30 1440 < th dose independent rect. 20 23
478 1015.52 temperature 30 1440 < th dose independent rect. 23 23
551 1016.07 humidity 70 1440 > th dose independent rect. 18 13
584 1016.50 temperature 30 1440 > th dose independent rect. 9 10
600 1016.64 humidity 70 1440 > th dose independent rect. 18 6
606 1016.81 temperature 30 1440 > th dose independent rect. 17 23
611 1016.90 humidity 70 1440 > th dose independent rect. 18 2
685 1018.84 temperature 30 1440 > th dose independent no NA NA
889 1020.51 humidity 70 1440 < th dose dependent rect. 16 15
891 1020.57 humidity 70 1440 < th dose dependent rect. 16 4