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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.

Os04g0370100

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.57 (0.0461) R2 : 0.65
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.716 (0.107) R2dC : 0.0343 R2C : -0.157
β3 : 2.84 (0.165) R2dE : 0.274 R2E : -0.275
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -2.84 (0.104) R2dN8 : 0.886 R2N8 : 0.33
σ : 0.847
deviance : 330.38
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_____
C
peak time of C : 23.9
E
wheather : temperature
threshold : 9.124
memory length : 11226
response mode : > th
dose dependency : dose dependent
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 dependent, 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
324.32 0.846 5.61 0.011 0.745 1.99 -0.0867 -4.25 -2.58 0.425 21.22 4782 -- --
328.65 0.844 5.52 0.417 0.71 2.52 -0.554 -- -2.68 0.805 15.48 10724 -- --
324.34 0.839 5.61 0.0131 0.746 1.99 -- -4.27 -2.58 0.373 21.28 4780 -- --
326.53 0.842 5.54 0.548 0.718 2.49 -- -- -2.69 0.0603 14.6 10732 -- --
351.37 0.873 5.6 -0.0249 -- 2.15 -- -4.45 -2.64 -- 20.1 3939 -- --
432.47 0.975 5.35 2.07 0.813 -- 0.1 -- -1.88 0.0936 -- -- -- --
432.51 0.974 5.35 2.06 0.813 -- -- -- -1.88 0.149 -- -- -- --
357.58 0.881 5.53 0.621 -- 2.54 -- -- -2.7 -- 14.9 9642 -- --
330.38 0.847 5.57 -- 0.716 2.84 -- -- -2.84 23.9 9.124 11226 -- --
474.08 1.02 5.34 2.09 -- -- -- -- -1.87 -- -- -- -- --
544.69 1.09 5.41 -- 0.841 -- -- -- -2.11 0.284 -- -- -- --
361.33 0.885 5.56 -- -- 2.94 -- -- -2.84 -- 8.119 11002 -- --
589.22 1.13 5.39 -- -- -- -- -- -2.1 -- -- -- -- --

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
1 320.58 temperature 20 14400 < th dose independent rect. 20 2
2 320.69 temperature 20 4320 > th dose dependent rect. 10 1
5 321.23 temperature 20 14400 > th dose independent rect. 20 2
7 321.54 temperature 20 14400 < th dose independent rect. 19 4
11 321.92 temperature 20 14400 > th dose independent rect. 19 4
15 322.16 temperature 20 4320 > th dose dependent rect. 19 2
46 323.60 temperature 20 4320 > th dose dependent rect. 18 18
155 325.17 temperature 20 4320 > th dose dependent sin 5 NA
162 325.27 temperature 20 4320 > th dose dependent rect. 7 16
166 325.29 temperature 20 4320 > th dose dependent rect. 7 21
171 325.30 temperature 20 4320 > th dose dependent rect. 1 22
219 325.49 temperature 20 4320 > th dose dependent no NA NA
243 325.59 humidity 90 14400 > th dose dependent rect. 5 20
327 326.11 temperature 20 4320 > th dose dependent sin 13 NA
382 326.39 humidity 90 14400 > th dose dependent rect. 12 13
409 326.52 humidity 90 14400 > th dose dependent rect. 9 17
413 326.57 wind 9 43200 < th dose independent rect. 2 13
429 326.64 radiation 1 14400 > th dose independent rect. 18 11
452 326.74 humidity 90 14400 > th dose dependent sin 17 NA
521 327.00 temperature 25 14400 > th dose independent rect. 13 2
544 327.09 temperature 25 14400 < th dose independent rect. 15 1
561 327.19 temperature 30 4320 < th dose dependent rect. 8 2
579 327.29 humidity 90 14400 > th dose dependent rect. 22 1
588 327.34 temperature 25 14400 > th dose independent rect. 10 6
593 327.38 temperature 25 14400 < th dose independent rect. 10 6
624 327.49 wind 3 43200 < th dose dependent rect. 8 1
660 327.61 temperature 25 4320 > th dose independent rect. 2 13
722 327.97 temperature 30 4320 < th dose dependent rect. 20 1
737 328.03 wind 9 43200 > th dose independent rect. 2 13
770 328.23 temperature 25 4320 < th dose independent rect. 3 11
775 328.27 wind 9 43200 > th dose independent rect. 24 15
831 328.47 humidity 90 14400 > th dose dependent rect. 21 3
842 328.55 temperature 30 14400 < th dose dependent rect. 17 1
858 328.67 wind 9 43200 < th dose independent rect. 8 7
876 328.73 temperature 20 270 > th dose dependent rect. 10 23
896 328.80 temperature 20 14400 > th dose independent sin 17 NA
906 328.83 wind 9 43200 > th dose independent rect. 8 7
911 328.86 humidity 90 14400 > th dose independent rect. 18 1
952 328.98 radiation 1 14400 > th dose independent rect. 4 2