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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.

Os01g0636400

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 : 5.8 (0.0957) R2 : 0.226
β1 : -5.02 (0.589) R2dD : 0.574 R2D : -0.633
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.84 (0.305) R2dE : 0.249 R2E : -0.0684
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -17.1 (1.85) R2dD*E : 0.671 R2D*E : -0.396
γ1 : -1.05 (0.232) R2dN8 : 0.0949 R2N8 : -0.188
σ : 1.42
deviance : 923.99
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.5
memory length : 1267
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 5.96
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 = sin)

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
897.66 1.41 5.81 -5.11 0.247 2.99 -2.31 -18.4 -1.08 11.4 22.81 1267 5.94 --
1088 1.54 5.25 -0.196 0.206 1.35 -2.71 -- 0.421 10.7 13.73 2186 5.05 --
914.84 1.41 5.79 -5.11 0.459 2.68 -- -16.8 -1.05 7.97 22.59 1338 5.86 --
1094.23 1.54 5.37 -1.2 0.0552 2.32 -- -- -0.00587 14 -58.59 16886 7.35 --
923.99 1.42 5.8 -5.02 -- 2.84 -- -17.1 -1.05 -- 22.5 1267 5.96 --
1120.34 1.57 5.18 0.217 0.541 -- -2.23 -- 0.707 8.78 -- -- -- --
1133.72 1.58 5.18 0.133 0.618 -- -- -- 0.7 7.27 -- -- -- --
1092.64 1.54 5.35 -1.09 -- 2.24 -- -- 0.0361 -- -216.8 17135 9.28 --
1096.42 1.54 5.27 -- 0.448 1.94 -- -- 0.379 14.5 -71.43 9619 8.74 --
1153.96 1.59 5.2 0.143 -- -- -- -- 0.71 -- -- -- -- --
1134.18 1.58 5.19 -- 0.619 -- -- -- 0.685 7.26 -- -- -- --
1095.12 1.54 5.28 -- -- 1.73 -- -- 0.36 -- -67.46 8389 8.96 --
1154.5 1.59 5.2 -- -- -- -- -- 0.694 -- -- -- -- --

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
1 767.73 radiation 40 43200 > th dose independent rect. 14 22
4 768.77 radiation 40 43200 > th dose independent sin 7 NA
7 769.12 radiation 40 43200 > th dose independent rect. 8 5
33 770.58 radiation 40 43200 > th dose dependent rect. 11 2
35 770.73 radiation 1 43200 > th dose dependent rect. 11 1
39 771.39 radiation 20 43200 > th dose dependent rect. 9 4
80 771.77 radiation 1 43200 > th dose dependent rect. 10 3
101 771.89 radiation 40 43200 > th dose independent no NA NA
352 772.91 radiation 40 43200 > th dose independent rect. 9 1
358 772.98 radiation 40 43200 > th dose independent rect. 11 1
420 773.18 radiation 20 43200 > th dose dependent sin 5 NA
421 773.20 radiation 30 43200 > th dose dependent sin 2 NA
545 773.83 radiation 30 43200 > th dose dependent no NA NA
695 774.15 radiation 40 43200 < th dose dependent rect. 11 1