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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.

Os11g0684600

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

Description : Similar to NBS-LRR type resistance protein (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.45 (0.0389) R2 : 0.545
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.57 (0.107) R2dC : 0.253 R2C : -0.00485
β3 : -3.81 (0.188) R2dE : 0.511 R2E : 0.278
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.217 (0.0845) R2dN8 : 0.00917 R2N8 : 0.0364
σ : 0.726
deviance : 243.11
__
_____
C
peak time of C : 19.8
E
wheather : temperature
threshold : 15.4
memory length : 316
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
239.18 0.727 5.41 0.248 1.61 -3.7 0.352 2.02 -0.137 20 16.1 351 -- --
241.89 0.724 5.45 -0.0772 1.59 -3.72 0.686 -- -0.229 20.1 15.4 351 -- --
239.5 0.721 5.41 0.27 1.62 -3.69 -- 2.22 -0.127 20 16.2 351 -- --
242.88 0.726 5.45 -0.0932 1.57 -3.76 -- -- -0.231 19.8 15.5 316 -- --
298.01 0.804 5.42 -0.193 -- -3.41 -- 0.566 -0.294 -- 15.4 11 -- --
406.51 0.945 5.56 -0.915 1.02 -- 0.752 -- -0.798 23 -- -- -- --
408.85 0.947 5.56 -0.945 1.02 -- -- -- -0.8 22.9 -- -- -- --
298.01 0.804 5.43 -0.282 -- -3.34 -- -- -0.316 -- 15.3 9 -- --
243.11 0.726 5.45 -- 1.57 -3.81 -- -- -0.217 19.8 15.4 316 -- --
473.41 1.02 5.53 -0.923 -- -- -- -- -0.793 -- -- -- -- --
432.37 0.973 5.54 -- 1.01 -- -- -- -0.694 22.8 -- -- -- --
300.02 0.807 5.42 -- -- -3.46 -- -- -0.282 -- 15.3 8 -- --
495.88 1.04 5.51 -- -- -- -- -- -0.69 -- -- -- -- --

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
1 231.72 temperature 30 270 < th dose dependent rect. 5 23
4 234.91 temperature 15 270 > th dose dependent rect. 23 23
5 234.94 temperature 30 270 < th dose dependent rect. 18 22
18 236.66 temperature 15 270 > th dose dependent rect. 11 23
33 240.08 temperature 15 720 > th dose dependent rect. 18 19
43 240.80 temperature 15 270 > th dose dependent no NA NA
57 241.61 temperature 25 1440 < th dose dependent rect. 21 13
59 241.64 temperature 25 1440 < th dose dependent rect. 1 4
63 241.82 temperature 25 1440 < th dose dependent rect. 21 8
81 242.28 temperature 30 270 < th dose dependent no NA NA
86 242.40 temperature 15 720 > th dose dependent rect. 18 22
107 242.81 temperature 15 1440 > th dose dependent rect. 21 12
111 242.84 temperature 15 1440 > th dose dependent rect. 1 8
160 243.43 temperature 25 1440 < th dose dependent sin 9 NA
216 243.89 temperature 15 1440 > th dose dependent rect. 2 3
324 244.93 temperature 15 1440 > th dose dependent sin 9 NA
395 245.52 temperature 15 720 > th dose dependent rect. 15 22
802 249.67 temperature 20 270 > th dose dependent rect. 6 23
853 250.20 temperature 20 270 > th dose dependent rect. 4 23
932 250.96 temperature 30 30 < th dose dependent rect. 3 23