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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.

Os11g0176300

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

Description : Protein of unknown function DUF246, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.24 (0.0168) R2 : 0.00497
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0535 (0.0354) R2dN8 : 0.00642 R2N8 : 0.00497
σ : 0.317
deviance : 46.12
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, 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
37.95 0.289 3.23 0.147 0.133 0.34 -0.274 7.37 -0.0335 6.78 0.3817 10 -- --
37.94 0.287 3.23 0.141 0.126 2.42 -0.213 -- -0.0249 7.18 0.2602 5 -- --
38.11 0.288 3.22 0.144 0.133 0.377 -- 7.23 -0.0334 7.52 0.3717 9 -- --
38.08 0.287 3.23 0.137 0.124 2.43 -- -- -0.0326 7.73 0.2108 5 -- --
38.99 0.291 3.23 0.142 -- 1.01 -- 5.14 -0.0297 -- 0.3739 6 -- --
44.25 0.312 3.23 0.167 0.14 -- -0.233 -- -0.0384 6.76 -- -- -- --
44.39 0.312 3.23 0.163 0.139 -- -- -- -0.0376 6.97 -- -- -- --
38.93 0.291 3.23 0.133 -- 2.49 -- -- -0.0269 -- 0.2672 5 -- --
38.52 0.289 3.23 -- 0.128 2.49 -- -- -0.0428 7.55 0.2024 5 -- --
45.4 0.315 3.24 0.166 -- -- -- -- -0.0351 -- -- -- -- --
45.09 0.314 3.24 -- 0.141 -- -- -- -0.0558 6.9 -- -- -- --
39.4 0.292 3.24 -- -- 2.52 -- -- -0.0412 -- 0.241 5 -- --
46.12 0.317 3.24 -- -- -- -- -- -0.0535 -- -- -- -- --

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 37.17 precipitation 0.1 10 > th dose independent rect. 3 15
9 37.38 precipitation 0.1 10 > th dose dependent rect. 3 15
17 37.46 precipitation 0.1 10 > th dose dependent sin 0 NA
20 37.51 precipitation 0.1 10 > th dose dependent rect. 23 19
29 37.68 precipitation 0.1 10 > th dose independent sin 1 NA
65 38.09 precipitation 0.1 10 < th dose independent sin 1 NA
66 38.09 humidity 90.0 10 > th dose independent rect. 17 1
76 38.09 precipitation 0.1 10 < th dose dependent sin 1 NA
77 38.09 humidity 90.0 10 > th dose dependent rect. 17 1
87 38.11 precipitation 0.1 10 > th dose independent rect. 17 1
115 38.11 precipitation 0.1 10 > th dose dependent rect. 17 1
145 38.12 wind 3.0 10 > th dose independent rect. 4 1
147 38.12 wind 3.0 10 > th dose dependent rect. 4 1
165 38.20 precipitation 0.1 30 > th dose dependent rect. 3 1
175 38.21 precipitation 0.1 10 > th dose independent rect. 3 1
176 38.21 precipitation 0.1 90 > th dose independent rect. 4 1
222 38.25 precipitation 0.1 10 > th dose dependent rect. 17 12
346 38.35 precipitation 0.1 10 > th dose dependent no NA NA
409 38.36 precipitation 0.1 10 < th dose independent sin 3 NA
410 38.36 precipitation 0.1 10 < th dose independent sin 5 NA
433 38.36 precipitation 0.1 10 < th dose dependent sin 3 NA
434 38.36 precipitation 0.1 10 < th dose dependent sin 5 NA
741 38.67 precipitation 0.1 10 > th dose independent rect. 17 12
793 38.71 precipitation 0.1 10 < th dose independent rect. 3 23
796 38.71 precipitation 0.1 10 < th dose dependent rect. 3 23
830 38.82 wind 5.0 90 > th dose independent rect. 3 4
835 38.83 precipitation 0.1 10 > th dose independent no NA NA
836 38.83 precipitation 0.1 10 < th dose independent no NA NA
897 38.83 precipitation 0.1 10 < th dose dependent no NA NA