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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.

Os08g0434000

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

Description : Protein prenyltransferase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.72 (0.0319) R2 : 0.687
β1 : 0.843 (0.117) R2dD : 0.0427 R2D : 0.0251
β2 : 1.97 (0.0869) R2dC : 0.381 R2C : 0.492
β3 : -0.81 (0.0734) R2dE : 0.101 R2E : 0.212
β4 : 3.34 (0.377) R2dD*C : 0.0568 R2D*C : 0.0629
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0826 (0.0681) R2dN8 : 0.00103 R2N8 : -0.00378
σ : 0.596
deviance : 163.8
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_____
C
peak time of C : 18.7
E
wheather : radiation
threshold : 9.97
memory length : 272
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 = radiation, 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
156.41 0.588 4.72 0.94 1.97 -0.812 3.63 1.33 0.0787 18.6 9.979 272 -- --
163.8 0.596 4.72 0.843 1.97 -0.81 3.34 -- 0.0826 18.7 9.97 272 -- --
186.98 0.642 4.7 0.974 2.4 -0.285 -- 1.66 0.165 17.9 9.901 272 -- --
193.03 0.647 4.72 0.867 1.93 -0.859 -- -- 0.09 18.6 9.991 284 -- --
246.17 0.731 4.7 1.09 -- -2.65 -- 2.01 0.138 -- 5.579 649 -- --
188.65 0.644 4.72 0.824 2.39 -- 2.84 -- 0.0981 17.7 -- -- -- --
206.65 0.673 4.71 0.813 2.41 -- -- -- 0.112 17.4 -- -- -- --
223.24 0.696 4.66 0.865 -- -2.61 -- -- 0.0993 -- 5.09 652 -- --
207.18 0.67 4.76 -- 1.81 -0.938 -- -- -0.0831 18.2 14.16 348 -- --
509.03 1.05 4.68 0.732 -- -- -- -- 0.0525 -- -- -- -- --
224.09 0.7 4.73 -- 2.4 -- -- -- 0.0214 17.4 -- -- -- --
235.33 0.714 4.74 -- -- -2.64 -- -- -0.0942 -- 2.285 648 -- --
523.16 1.07 4.7 -- -- -- -- -- -0.0287 -- -- -- -- --

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
1 154.18 radiation 20 270 < th dose independent rect. 10 22
2 154.36 radiation 40 270 < th dose dependent rect. 10 23
3 154.59 temperature 10 720 > th dose dependent rect. 19 8
10 155.50 temperature 15 720 > th dose dependent rect. 19 6
12 155.54 temperature 10 270 > th dose dependent rect. 17 14
23 156.05 radiation 1 270 > th dose dependent rect. 14 23
25 156.11 temperature 10 720 > th dose dependent sin 14 NA
34 156.41 temperature 10 720 > th dose dependent rect. 15 15
35 156.42 radiation 10 270 < th dose independent rect. 15 23
36 156.43 radiation 10 270 < th dose independent rect. 23 23
40 156.48 radiation 10 270 < th dose independent no NA NA
42 156.50 radiation 1 720 > th dose dependent rect. 18 16
44 156.52 radiation 1 720 > th dose dependent sin 9 NA
46 156.54 radiation 40 270 < th dose dependent no NA NA
55 156.62 radiation 1 720 > th dose dependent rect. 4 6
73 156.71 radiation 10 270 < th dose independent rect. 2 23
101 156.86 radiation 1 270 > th dose dependent no NA NA
102 156.86 radiation 1 270 > th dose dependent rect. 4 15
208 157.02 radiation 1 270 > th dose dependent sin 2 NA
225 157.12 radiation 40 270 < th dose dependent rect. 17 23
240 157.24 radiation 30 270 < th dose dependent rect. 15 23
260 157.42 temperature 10 720 > th dose dependent rect. 13 17
300 157.72 radiation 10 270 < th dose independent rect. 20 23
314 157.81 radiation 40 720 < th dose independent rect. 6 16
342 158.03 temperature 10 270 > th dose dependent sin 11 NA
371 158.16 temperature 10 10 > th dose dependent sin 10 NA
403 158.28 radiation 10 720 > th dose independent rect. 6 4
419 158.30 radiation 30 270 < th dose dependent rect. 23 23
424 158.33 radiation 10 270 < th dose independent rect. 4 23
433 158.39 radiation 40 270 < th dose independent sin 8 NA
451 158.45 radiation 30 270 < th dose dependent rect. 2 23
491 158.58 radiation 1 270 > th dose dependent rect. 11 23
570 159.17 temperature 25 720 < th dose independent sin 10 NA
577 159.21 radiation 40 720 < th dose independent sin 12 NA
644 159.58 radiation 40 270 < th dose independent rect. 11 11
685 159.75 radiation 10 720 > th dose independent sin 9 NA
733 159.95 radiation 40 720 < th dose independent sin 22 NA
883 160.18 temperature 25 720 < th dose independent rect. 22 8
899 160.25 temperature 25 720 < th dose independent rect. 18 16
912 160.32 temperature 25 720 < th dose independent rect. 19 14
931 160.35 radiation 40 30 < th dose dependent rect. 17 23
945 160.41 radiation 20 270 < th dose independent sin 9 NA
949 160.42 temperature 30 720 < th dose dependent rect. 22 7
955 160.44 radiation 30 270 < th dose dependent rect. 4 23
957 160.45 radiation 40 270 < th dose independent sin 18 NA
967 160.50 temperature 10 10 > th dose dependent rect. 21 12