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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.

Os08g0124000

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

Description : Similar to Resistance protein candidate (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.68 (0.0401) R2 : 0.781
β1 : -0.569 (0.166) R2dD : 0.00799 R2D : -0.0304
β2 : 2.38 (0.0918) R2dC : 0.326 R2C : 0.361
β3 : 3.1 (0.146) R2dE : 0.352 R2E : 0.401
β4 : 2.63 (0.349) R2dD*C : 0.0271 R2D*C : 0.0165
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.459 (0.0959) R2dN8 : 0.02 R2N8 : 0.077
σ : 0.721
deviance : 239.71
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_____
C
peak time of C : 23.4
E
wheather : temperature
threshold : 21.48
memory length : 4023
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
238.68 0.726 5.72 -0.779 2.39 3.01 2.64 -0.845 0.408 23.4 21.4 4062 -- --
239.71 0.721 5.68 -0.569 2.38 3.1 2.63 -- 0.459 23.4 21.48 4023 -- --
268.12 0.763 5.71 -0.776 2.39 3.02 -- -0.54 0.415 23.4 21.5 4023 -- --
268.86 0.764 5.69 -0.651 2.36 3.05 -- -- 0.444 23.4 21.52 4016 -- --
569.53 1.11 5.68 -0.282 -- 3.18 -- -0.457 0.282 -- 22.69 2390 -- --
476.06 1.02 5.45 1.27 2.52 -- 2.62 -- 1.5 23.5 -- -- -- --
505.69 1.05 5.45 1.16 2.5 -- -- -- 1.49 23.6 -- -- -- --
544.34 1.09 5.7 -0.081 -- 3.54 -- -- 0.332 -- 24.4 2349 -- --
263.56 0.756 5.66 -- 2.27 2.69 -- -- 0.569 23.5 22.01 2478 -- --
899.38 1.4 5.4 1.23 -- -- -- -- 1.52 -- -- -- -- --
541.41 1.09 5.48 -- 2.52 -- -- -- 1.36 23.6 -- -- -- --
541.73 1.08 5.64 -- -- 3.47 -- -- 0.442 -- 24.64 2357 -- --
939.49 1.43 5.43 -- -- -- -- -- 1.38 -- -- -- -- --

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
1 227.46 radiation 1 43200 < th dose independent rect. 18 11
2 228.36 radiation 1 43200 > th dose independent rect. 18 11
3 230.21 radiation 1 43200 < th dose independent rect. 18 8
9 230.33 radiation 1 43200 < th dose independent rect. 18 1
13 230.62 temperature 25 4320 < th dose dependent rect. 21 2
16 231.47 temperature 15 1440 > th dose dependent rect. 19 11
17 231.62 radiation 1 43200 > th dose independent rect. 18 1
33 232.06 temperature 30 1440 < th dose dependent rect. 19 11
79 233.31 temperature 15 4320 > th dose dependent rect. 21 2
117 233.94 temperature 20 4320 > th dose independent rect. 21 3
160 234.58 temperature 20 4320 > th dose independent rect. 22 1
223 235.56 temperature 30 1440 < th dose dependent sin 11 NA
225 235.58 temperature 15 1440 > th dose dependent sin 11 NA
234 235.77 temperature 20 4320 < th dose independent rect. 21 3
265 236.07 temperature 15 1440 > th dose dependent rect. 1 6
341 236.84 temperature 30 1440 < th dose dependent rect. 1 6
398 237.39 radiation 1 43200 < th dose dependent rect. 4 1
416 237.48 radiation 1 43200 < th dose dependent rect. 2 3
575 238.84 temperature 20 4320 > th dose independent rect. 18 8
592 239.03 temperature 20 4320 < th dose independent rect. 18 8
872 241.38 radiation 1 43200 < th dose dependent rect. 21 8