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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.

Os02g0518800

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 : 4.93 (0.0388) R2 : 0.224
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.1 (0.104) R2dE : 0.238 R2E : 0.223
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0697 (0.0883) R2dN8 : 0.00169 R2N8 : -0.014
σ : 0.71
deviance : 232.25
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 23.94
memory length : 1541
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
215.38 0.69 4.85 0.531 0.132 -1.22 1.17 -2.55 0.132 10.7 22.41 2171 -- --
226.68 0.701 4.96 -0.303 0.121 -1.17 0.856 -- -0.144 10.8 23.5 2047 -- --
220.26 0.691 4.85 0.475 0.0863 -1.22 -- -2.3 0.11 11.6 22.42 2004 -- --
229.31 0.705 4.94 -0.328 0.052 -1.25 -- -- -0.15 12.1 24.03 1569 -- --
220.81 0.692 4.85 0.523 -- -1.19 -- -2.37 0.125 -- 22.5 1990 -- --
286.07 0.793 4.84 0.124 0.0193 -- 0.913 -- 0.355 10.5 -- -- -- --
289.11 0.796 4.84 0.164 0.0841 -- -- -- 0.36 16.1 -- -- -- --
229.5 0.706 4.95 -0.34 -- -1.21 -- -- -0.132 -- 24.06 1581 -- --
231.81 0.709 4.93 -- 0.0767 -1.11 -- -- -0.078 12.3 23.9 1510 -- --
289.5 0.795 4.84 0.16 -- -- -- -- 0.357 -- -- -- -- --
289.82 0.796 4.84 -- 0.0809 -- -- -- 0.341 16.1 -- -- -- --
232.25 0.71 4.93 -- -- -1.1 -- -- -0.0697 -- 23.94 1541 -- --
290.17 0.795 4.84 -- -- -- -- -- 0.339 -- -- -- -- --

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
1 214.11 temperature 20 1440 > th dose dependent rect. 3 4
3 214.26 temperature 20 1440 > th dose dependent rect. 5 1
6 214.69 temperature 20 1440 > th dose dependent rect. 1 7
15 215.89 temperature 20 1440 > th dose dependent rect. 17 14
22 216.15 temperature 20 1440 > th dose dependent sin 10 NA
47 216.75 temperature 20 4320 > th dose dependent rect. 22 1
55 216.90 temperature 30 720 < th dose dependent rect. 16 21
61 217.00 temperature 25 4320 < th dose dependent rect. 21 5
68 217.13 temperature 20 4320 > th dose dependent rect. 21 7
88 217.38 temperature 10 4320 > th dose dependent rect. 21 5
121 217.63 temperature 25 4320 < th dose dependent rect. 1 1
154 217.79 temperature 10 720 > th dose dependent rect. 14 18
223 218.09 temperature 30 720 < th dose dependent rect. 8 22
231 218.14 temperature 10 4320 > th dose dependent rect. 1 1
317 218.54 temperature 20 1440 > th dose dependent rect. 11 20
389 218.84 temperature 25 4320 < th dose dependent rect. 3 1
434 219.05 temperature 30 720 < th dose dependent rect. 24 23
477 219.28 temperature 25 720 < th dose dependent rect. 2 22
484 219.32 temperature 10 720 > th dose dependent rect. 12 23
504 219.41 temperature 10 4320 > th dose dependent rect. 3 1
522 219.48 temperature 10 720 > th dose dependent rect. 3 23
541 219.58 temperature 10 1440 > th dose dependent rect. 16 15
547 219.62 temperature 25 4320 < th dose dependent sin 12 NA
566 219.67 temperature 30 720 < th dose dependent rect. 22 23
613 219.81 temperature 30 720 < th dose dependent no NA NA
629 219.87 temperature 10 1440 > th dose dependent rect. 16 20
714 220.07 temperature 30 10 < th dose dependent rect. 9 23
793 220.27 temperature 10 1440 > th dose dependent sin 13 NA
814 220.31 temperature 20 1440 > th dose dependent no NA NA
885 220.45 temperature 10 1440 > th dose dependent sin 8 NA