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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.

Os04g0175500

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

Description : Transferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.46 (0.0543) R2 : 0.507
β1 : 2.1 (0.205) R2dD : 0.132 R2D : 0.0626
β2 : 1.59 (0.138) R2dC : 0.144 R2C : 0.136
β3 : -2.01 (0.168) R2dE : 0.203 R2E : 0.172
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.549 (0.126) R2dN8 : 0.0342 R2N8 : 0.107
σ : 0.988
deviance : 450.21
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_____
C
peak time of C : 17.8
E
wheather : temperature
threshold : 22.1
memory length : 1758
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
437.01 0.982 5.54 1.76 1.6 -2.26 2.25 -1.86 -0.697 17.9 21.5 1762 -- --
440.19 0.977 5.47 2.05 1.65 -2.02 2.33 -- -0.604 18 22 1948 -- --
447.18 0.985 5.52 1.82 1.59 -2.15 -- -1.38 -0.66 17.8 21.73 1760 -- --
450.21 0.988 5.46 2.1 1.59 -2.01 -- -- -0.549 17.8 22.1 1758 -- --
564.91 1.11 5.47 1.67 -- -2.08 -- -1.08 -0.654 -- 22 1380 -- --
582.43 1.13 5.61 1.3 1.56 -- 1.97 -- -1.22 17.9 -- -- -- --
591.79 1.14 5.61 1.29 1.57 -- -- -- -1.21 17.8 -- -- -- --
567.45 1.11 5.43 1.98 -- -2.03 -- -- -0.572 -- 22.11 1380 -- --
540.05 1.08 5.55 -- 1.67 -1.43 -- -- -0.857 18.3 22.3 736 -- --
719.3 1.25 5.58 1.24 -- -- -- -- -1.24 -- -- -- -- --
635.61 1.18 5.64 -- 1.55 -- -- -- -1.35 17.8 -- -- -- --
659.82 1.2 5.51 -- -- -1.5 -- -- -0.913 -- 22.4 1305 -- --
759.89 1.29 5.61 -- -- -- -- -- -1.38 -- -- -- -- --

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
1 439.66 wind 1.0 43200 > th dose dependent rect. 1 1
2 441.92 temperature 20.0 1440 < th dose independent rect. 5 1
4 443.46 temperature 20.0 1440 > th dose independent rect. 5 1
10 449.34 temperature 20.0 4320 > th dose independent rect. 21 2
18 454.51 temperature 25.0 720 < th dose dependent rect. 15 21
20 454.61 temperature 20.0 4320 < th dose independent rect. 21 2
23 454.70 temperature 25.0 720 < th dose dependent rect. 24 23
25 454.79 wind 3.0 43200 > th dose independent rect. 1 1
30 455.06 temperature 25.0 720 < th dose dependent rect. 9 23
36 455.18 temperature 25.0 720 < th dose dependent rect. 22 23
42 455.47 temperature 25.0 1440 < th dose dependent rect. 16 13
49 455.60 temperature 25.0 720 < th dose dependent rect. 19 23
52 455.65 temperature 25.0 720 < th dose dependent no NA NA
53 455.77 temperature 25.0 1440 < th dose dependent rect. 13 16
58 455.92 temperature 25.0 1440 < th dose dependent rect. 11 18
67 456.17 temperature 25.0 1440 < th dose dependent rect. 20 2
75 456.28 temperature 25.0 720 < th dose dependent rect. 4 23
76 456.29 temperature 25.0 1440 < th dose dependent rect. 4 1
92 456.61 temperature 25.0 1440 < th dose dependent sin 15 NA
130 457.31 temperature 25.0 1440 < th dose dependent rect. 17 5
144 457.66 temperature 25.0 1440 < th dose dependent rect. 1 4
153 457.74 temperature 15.0 1440 > th dose dependent rect. 4 1
238 459.62 humidity 80.0 43200 < th dose dependent rect. 8 1
271 460.26 temperature 15.0 1440 > th dose dependent rect. 1 4
272 460.27 temperature 20.0 1440 > th dose independent rect. 18 13
279 460.37 radiation 30.0 43200 > th dose independent rect. 11 1
284 460.44 wind 1.0 43200 > th dose independent rect. 4 4
296 460.59 wind 9.0 43200 < th dose independent rect. 18 1
320 460.96 wind 9.0 43200 < th dose dependent rect. 1 1
410 463.02 wind 9.0 43200 > th dose independent rect. 18 1
439 463.46 wind 3.0 43200 < th dose dependent rect. 5 1
443 463.50 temperature 20.0 1440 < th dose independent rect. 18 12
493 464.54 temperature 20.0 1440 > th dose independent rect. 3 19
602 466.00 wind 9.0 14400 < th dose independent rect. 6 6
608 466.11 temperature 20.0 1440 > th dose independent sin 9 NA
610 466.12 wind 7.0 43200 > th dose dependent rect. 11 2
625 466.25 temperature 20.0 4320 > th dose independent rect. 18 6
637 466.41 wind 1.0 43200 < th dose dependent rect. 5 3
661 466.66 wind 5.0 4320 > th dose dependent rect. 20 7
680 466.93 temperature 20.0 1440 < th dose independent rect. 3 19
727 467.48 humidity 60.0 43200 < th dose dependent rect. 13 1
736 467.56 wind 3.0 43200 < th dose independent rect. 1 1
770 468.00 wind 9.0 14400 < th dose independent rect. 10 2
854 468.85 temperature 20.0 4320 < th dose independent rect. 18 6
858 468.89 temperature 20.0 1440 < th dose independent sin 9 NA
952 469.88 precipitation 0.1 14400 < th dose independent rect. 4 4
953 469.88 precipitation 0.1 14400 < th dose dependent rect. 4 4
955 469.96 precipitation 0.1 14400 > th dose independent rect. 4 4
964 470.03 precipitation 0.1 14400 > th dose dependent rect. 4 4
994 470.40 radiation 10.0 43200 > th dose independent rect. 5 1