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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.

Os01g0760900

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 : 4.49 (0.0434) R2 : 0.296
β1 : -1.39 (0.166) R2dD : 0.123 R2D : -0.0276
β2 : 0.639 (0.107) R2dC : 0.0556 R2C : 0.00628
β3 : 1.36 (0.15) R2dE : 0.139 R2E : 0.0134
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.799 (0.0928) R2dN8 : 0.157 R2N8 : 0.0669
σ : 0.81
deviance : 302.83
__
_____
C
peak time of C : 9.5
E
wheather : temperature
threshold : 24.79
memory length : 4188
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
297.24 0.81 4.42 -0.717 0.604 1.11 1.11 2.72 -0.746 8.64 22.09 4267 -- --
300.06 0.807 4.48 -1.42 0.601 1.31 1.37 -- -0.79 8.14 25.18 4459 -- --
300.45 0.807 4.44 -0.736 0.595 1.15 -- 2.57 -0.781 9.29 22.14 4279 -- --
302.83 0.81 4.49 -1.39 0.639 1.36 -- -- -0.799 9.5 24.79 4188 -- --
321.25 0.835 4.43 -0.674 -- 1.11 -- 2.73 -0.74 -- 21.9 4363 -- --
351.26 0.879 4.47 -0.989 0.566 -- 1.53 -- -0.735 7.69 -- -- -- --
356.15 0.884 4.47 -0.944 0.578 -- -- -- -0.733 8.82 -- -- -- --
325.14 0.84 4.49 -1.35 -- 1.27 -- -- -0.75 -- 25.7 4375 -- --
346.76 0.867 4.43 -- 0.603 0.958 -- -- -0.526 9.33 27.9 4218 -- --
375.17 0.905 4.49 -0.943 -- -- -- -- -0.728 -- -- -- -- --
379.62 0.911 4.45 -- 0.576 -- -- -- -0.628 8.94 -- -- -- --
368.26 0.894 4.44 -- -- 0.912 -- -- -0.525 -- 28.01 4366 -- --
398.63 0.932 4.46 -- -- -- -- -- -0.624 -- -- -- -- --

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
1 296.09 temperature 20 4320 > th dose dependent rect. 6 1
2 296.63 temperature 25 4320 > th dose dependent rect. 11 2
3 296.70 temperature 20 4320 > th dose dependent rect. 1 14
30 297.14 temperature 20 4320 > th dose dependent sin 4 NA
32 297.16 temperature 25 4320 > th dose dependent rect. 10 5
37 297.18 temperature 25 4320 > th dose independent rect. 6 6
155 297.73 temperature 20 4320 > th dose dependent rect. 3 6
187 297.83 temperature 25 4320 < th dose independent rect. 6 6
210 297.89 temperature 10 4320 > th dose dependent rect. 4 11
448 298.27 temperature 20 4320 > th dose dependent no NA NA
498 298.37 temperature 25 4320 > th dose dependent rect. 16 1
527 298.41 temperature 25 4320 > th dose dependent rect. 14 3
536 298.41 temperature 25 4320 > th dose dependent rect. 14 23
559 298.47 temperature 25 4320 > th dose independent rect. 7 2
593 298.56 temperature 25 4320 < th dose independent rect. 3 10
631 298.64 temperature 25 4320 > th dose independent rect. 6 18
754 298.87 temperature 25 4320 > th dose independent rect. 3 21
803 298.96 temperature 25 4320 < th dose independent rect. 5 19
833 299.02 temperature 25 4320 > th dose independent sin 4 NA
848 299.05 temperature 25 4320 < th dose independent rect. 3 21
922 299.17 temperature 25 4320 < th dose independent sin 4 NA
949 299.21 temperature 25 4320 < th dose independent rect. 18 1
979 299.27 temperature 25 4320 > th dose independent rect. 18 22