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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.

Os01g0264400

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 : 4.19 (0.0481) R2 : 0.436
β1 : 1.35 (0.181) R2dD : 0.0773 R2D : 0.139
β2 : 1.33 (0.124) R2dC : 0.142 R2C : 0.144
β3 : 1.48 (0.154) R2dE : 0.132 R2E : 0.151
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.563 (0.106) R2dN8 : 0.0508 R2N8 : 0.0225
σ : 0.89
deviance : 365.11
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_____
C
peak time of C : 6.12
E
wheather : temperature
threshold : 22.81
memory length : 1173
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
355.43 0.886 4.11 2.02 1.37 1.34 1.73 2.54 -0.389 6.21 21.29 1099 -- --
359.04 0.883 4.2 1.37 1.36 1.51 1.79 -- -0.575 6.06 22.57 1153 -- --
362.21 0.886 4.12 2.05 1.32 1.3 -- 2.5 -0.394 6.07 21.4 1175 -- --
365.11 0.89 4.19 1.35 1.33 1.48 -- -- -0.563 6.12 22.81 1173 -- --
448.73 0.987 4.14 2.06 -- 1.38 -- 2.47 -0.385 -- 21.68 1287 -- --
426.84 0.969 4.13 1.82 1.4 -- 1.78 -- -0.266 5.37 -- -- -- --
434.76 0.976 4.13 1.83 1.41 -- -- -- -0.274 5.38 -- -- -- --
451.33 0.989 4.22 1.34 -- 1.55 -- -- -0.534 -- 23.34 1283 -- --
409.62 0.943 4.25 -- 1.3 1.8 -- -- -0.791 6.18 22.56 1199 -- --
538.4 1.08 4.15 1.87 -- -- -- -- -0.239 -- -- -- -- --
522.71 1.07 4.18 -- 1.44 -- -- -- -0.477 5.33 -- -- -- --
495.05 1.04 4.27 -- -- 1.87 -- -- -0.759 -- 22.9 1291 -- --
631.09 1.17 4.2 -- -- -- -- -- -0.447 -- -- -- -- --

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
1 348.73 temperature 25 1440 < th dose independent rect. 20 2
2 350.32 temperature 25 1440 > th dose independent rect. 20 2
6 351.75 temperature 25 1440 > th dose independent rect. 15 8
7 351.75 temperature 25 1440 < th dose independent rect. 15 8
25 354.22 temperature 20 720 > th dose dependent rect. 11 20
38 354.97 temperature 10 720 > th dose dependent rect. 11 19
47 355.43 temperature 30 720 < th dose dependent rect. 8 19
76 356.50 temperature 20 1440 > th dose dependent rect. 15 8
108 357.14 temperature 10 1440 > th dose dependent rect. 15 8
118 357.22 temperature 20 1440 > th dose dependent sin 17 NA
145 357.47 temperature 20 720 > th dose dependent rect. 18 21
159 357.62 temperature 30 1440 < th dose dependent rect. 14 9
178 357.77 temperature 10 720 > th dose dependent rect. 10 15
190 357.89 temperature 20 1440 > th dose dependent rect. 19 2
247 358.20 temperature 25 1440 > th dose independent sin 17 NA
252 358.24 temperature 10 1440 > th dose dependent sin 18 NA
335 358.60 temperature 25 1440 < th dose independent sin 17 NA
420 359.06 temperature 30 1440 < th dose dependent sin 18 NA
453 359.20 temperature 20 1440 > th dose dependent rect. 4 22
488 359.29 temperature 10 720 > th dose dependent rect. 3 22
497 359.31 temperature 20 1440 > th dose dependent rect. 14 23
498 359.32 temperature 20 1440 > th dose dependent no NA NA
511 359.37 temperature 10 1440 > th dose dependent rect. 19 2
606 359.70 temperature 30 1440 < th dose dependent rect. 19 2
610 359.73 temperature 10 720 > th dose dependent rect. 3 20
680 360.03 temperature 10 1440 > th dose dependent rect. 17 1
755 360.28 temperature 10 720 > th dose dependent rect. 17 22
941 360.98 temperature 25 1440 < th dose independent rect. 5 19
983 361.09 temperature 25 1440 > th dose dependent rect. 12 1
986 361.13 temperature 25 1440 > th dose independent rect. 6 18