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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.

Os12g0272800

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

Description : NB-ARC domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.03 (0.0383) R2 : 0.239
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.76 (0.148) R2dE : 0.27 R2E : 0.181
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.415 (0.0845) R2dN8 : 0.0589 R2N8 : -0.0309
σ : 0.708
deviance : 231.15
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 26.84
memory length : 3864
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
226.12 0.707 3.99 0.314 0.19 -1.88 0.495 -1.35 -0.348 22.8 25.8 3965 -- --
227.93 0.703 4.04 0.0548 0.188 -1.7 0.552 -- -0.4 22.6 26.59 3925 -- --
227.1 0.702 3.99 0.311 0.188 -1.9 -- -1.44 -0.346 22.8 25.7 3922 -- --
229.15 0.705 4.04 0.0374 0.186 -1.71 -- -- -0.403 23.2 26.57 3923 -- --
229.02 0.705 3.99 0.302 -- -1.93 -- -1.44 -0.356 -- 25.9 3866 -- --
277.09 0.78 3.94 0.877 0.3 -- 0.531 -- 0.0275 23.7 -- -- -- --
278.27 0.781 3.94 0.854 0.299 -- -- -- 0.0246 0.0265 -- -- -- --
231.14 0.708 4.03 0.0397 -- -1.72 -- -- -0.397 -- 27.63 3889 -- --
229.18 0.705 4.04 -- 0.185 -1.72 -- -- -0.409 23.3 26.54 3923 -- --
283.88 0.787 3.93 0.864 -- -- -- -- 0.0288 -- -- -- -- --
297.5 0.807 3.96 -- 0.31 -- -- -- -0.0706 0.182 -- -- -- --
231.15 0.708 4.03 -- -- -1.76 -- -- -0.415 -- 26.84 3864 -- --
303.55 0.813 3.96 -- -- -- -- -- -0.0671 -- -- -- -- --

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
1 221.83 temperature 30 4320 < th dose dependent rect. 23 1
2 221.92 temperature 10 4320 > th dose dependent rect. 23 1
4 222.32 temperature 30 4320 < th dose dependent rect. 3 1
5 222.55 temperature 10 4320 > th dose dependent rect. 3 1
14 223.03 temperature 30 4320 < th dose dependent rect. 22 6
16 223.05 temperature 10 4320 > th dose dependent rect. 22 6
171 224.23 temperature 20 4320 > th dose independent rect. 21 3
202 224.40 temperature 20 4320 < th dose independent rect. 20 5
240 224.64 temperature 20 4320 > th dose independent rect. 20 5
291 224.85 temperature 30 4320 < th dose dependent sin 11 NA
323 225.00 temperature 10 4320 > th dose dependent sin 10 NA
334 225.07 radiation 30 4320 < th dose independent rect. 15 17
417 225.45 temperature 20 1440 > th dose independent rect. 5 1
450 225.61 temperature 20 1440 < th dose independent rect. 22 8
457 225.63 temperature 20 1440 > th dose independent rect. 22 8
484 225.75 temperature 20 1440 > th dose independent rect. 3 1
586 226.12 temperature 20 1440 > th dose independent rect. 1 5
605 226.19 temperature 20 1440 < th dose independent rect. 1 5
636 226.29 temperature 20 1440 > th dose independent rect. 3 3
649 226.32 temperature 20 1440 < th dose independent rect. 3 3
776 226.65 temperature 20 1440 < th dose independent rect. 3 1
825 226.76 temperature 20 4320 < th dose independent sin 14 NA
890 226.90 temperature 20 4320 > th dose independent sin 14 NA
939 226.96 temperature 20 1440 < th dose independent rect. 5 1