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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.

Os08g0298600

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

Description : Male sterility C-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.26 (0.0391) R2 : 0.203
β1 : -0.608 (0.152) R2dD : 0.0339 R2D : -0.0246
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.38 (0.422) R2dE : 0.0502 R2E : -0.164
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -33.1 (3.69) R2dD*E : 0.388 R2D*E : 0.122
γ1 : -0.0332 (0.0845) R2dN8 : 0.000383 R2N8 : -0.0059
σ : 0.723
deviance : 238.04
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 24.47
memory length : 30
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 14
open length of G : 1.05

__

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 = rect.)

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
236.89 0.723 3.26 -0.613 0.146 -1.31 -0.208 -33.2 -0.0431 5.73 24.41 30 14 1.05
278.92 0.784 3.31 -0.0868 0.145 1.62 -0.00683 -- -0.047 5.71 25.57 3 14.5 0.556
237 0.723 3.26 -0.613 0.144 -1.32 -- -33.1 -0.0416 5.72 24.47 30 14 1.05
278.92 0.783 3.31 -0.0868 0.145 1.62 -- -- -0.047 5.71 25.57 3 14.5 0.556
238.04 0.723 3.26 -0.608 -- -1.38 -- -33.1 -0.0332 -- 24.47 30 14 1.05
297.36 0.808 3.28 -0.0765 0.0694 -- -0.142 -- 0.0815 10.7 -- -- -- --
297.42 0.808 3.28 -0.0831 0.0752 -- -- -- 0.0805 9.45 -- -- -- --
279.97 0.783 3.31 -0.0823 -- 1.55 -- -- -0.0385 -- 25.32 5 14.5 0.949
279.12 0.782 3.31 -- 0.143 1.62 -- -- -0.0372 5.73 25.46 3 14.6 0.721
297.75 0.806 3.29 -0.0836 -- -- -- -- 0.0807 -- -- -- -- --
297.6 0.807 3.28 -- 0.0753 -- -- -- 0.0897 9.54 -- -- -- --
280.15 0.782 3.31 -- -- 1.55 -- -- -0.0294 -- 25.48 12 14.5 1
297.93 0.806 3.28 -- -- -- -- -- 0.09 -- -- -- -- --

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
1 236.89 temperature 10.0 1440 > th dose independent rect. 15 1
6 236.89 temperature 10.0 1440 > th dose independent rect. 16 23
9 237.22 radiation 30.0 30 > th dose independent rect. 14 1
10 237.53 temperature 25.0 30 > th dose dependent rect. 14 1
11 237.55 wind 3.0 30 > th dose independent rect. 14 1
13 237.67 temperature 25.0 30 > th dose independent rect. 14 1
15 237.81 radiation 1.0 30 > th dose dependent rect. 14 1
18 237.85 wind 1.0 30 > th dose dependent rect. 14 1
19 237.86 humidity 70.0 30 < th dose independent rect. 14 1
24 238.07 humidity 60.0 30 > th dose independent rect. 14 1
25 238.08 atmosphere 1005.0 30 > th dose independent rect. 14 1
26 238.16 atmosphere 1000.0 30 > th dose dependent rect. 14 1
29 238.20 wind 7.0 30 < th dose independent rect. 14 1
32 238.29 radiation 40.0 30 < th dose independent rect. 14 1
38 238.45 temperature 10.0 30 > th dose independent rect. 14 1
41 238.45 atmosphere 1010.0 30 < th dose independent rect. 14 1
44 238.45 precipitation 0.1 30 < th dose independent rect. 14 1
45 238.45 temperature 10.0 30 > th dose independent rect. 15 23
46 238.45 precipitation 0.1 30 < th dose dependent rect. 14 1
49 238.56 temperature 30.0 30 < th dose independent rect. 14 1
50 238.65 humidity 90.0 30 < th dose dependent rect. 14 1
52 239.61 atmosphere 1015.0 30 < th dose dependent rect. 14 1
54 240.34 wind 9.0 30 < th dose dependent rect. 14 1
55 240.66 humidity 50.0 30 > th dose dependent rect. 14 1
159 253.83 wind 9.0 30 < th dose independent rect. 15 23
199 259.08 atmosphere 995.0 30 > th dose independent rect. 15 23
209 263.50 radiation 40.0 30 < th dose dependent rect. 14 1
250 266.26 precipitation 0.1 30 < th dose independent rect. 15 23
251 266.26 precipitation 0.1 30 < th dose dependent rect. 15 23
293 270.38 radiation 30.0 10 > th dose independent sin 13 NA
355 272.68 humidity 50.0 30 > th dose independent rect. 15 23
453 275.27 temperature 30.0 30 < th dose dependent rect. 14 1
492 275.93 temperature 30.0 30 < th dose independent rect. 15 23
561 278.24 radiation 30.0 90 > th dose dependent sin 13 NA
595 278.89 wind 1.0 30 > th dose independent rect. 15 23
639 279.57 radiation 30.0 90 < th dose independent sin 13 NA
715 281.59 atmosphere 995.0 1440 > th dose independent rect. 15 1
757 282.25 radiation 30.0 10 < th dose independent sin 13 NA
815 283.17 humidity 80.0 30 < th dose dependent rect. 19 1
816 283.18 humidity 70.0 10 < th dose independent rect. 14 5
835 283.57 humidity 70.0 10 < th dose independent rect. 14 18
853 283.72 radiation 10.0 10 > th dose dependent sin 13 NA
861 283.84 atmosphere 1015.0 30 < th dose independent rect. 15 23
939 284.93 temperature 10.0 30 > th dose dependent rect. 15 23