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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.

Os03g0679300

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

Description : Similar to Shaggy-related protein kinase eta (EC 2.7.1.-) (ASK-eta) (BRASSINOSTEROID-INSENSITIVE 2) (ULTRACURVATA1).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.43 (0.0382) R2 : 0.616
β1 : 1.58 (0.188) R2dD : 0.141 R2D : -0.0708
β2 : 0.641 (0.0886) R2dC : 0.0447 R2C : 0.00148
β3 : -2.29 (0.111) R2dE : 0.488 R2E : 0.4
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -5.08 (0.423) R2dD*E : 0.293 R2D*E : -0.329
γ1 : 0.503 (0.0873) R2dN8 : 0.0542 R2N8 : 0.0702
σ : 0.637
deviance : 186.78
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C
peak time of C : 5.31
E
wheather : temperature
threshold : 21.91
memory length : 2058
response mode : < th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
186.89 0.642 5.43 1.63 0.64 -2.23 -0.537 -5 0.504 5.43 22.1 2080 -- --
243.04 0.726 5.64 0.0477 0.617 -1.89 -0.449 -- 0.0257 5.44 23.7 2222 -- --
186.78 0.637 5.43 1.58 0.641 -2.29 -- -5.08 0.503 5.31 21.91 2058 -- --
243.51 0.727 5.65 0.0553 0.575 -1.99 -- -- -0.0258 6.33 23.63 2230 -- --
208.31 0.672 5.44 1.6 -- -2.29 -- -5.06 0.521 -- 22 2101 -- --
398.52 0.936 5.46 0.905 0.613 -- -0.874 -- 0.824 4.91 -- -- -- --
400.14 0.937 5.46 0.906 0.608 -- -- -- 0.828 4.44 -- -- -- --
253.91 0.742 5.66 0.0201 -- -2.09 -- -- -0.0333 -- 23.7 2591 -- --
243.59 0.727 5.65 -- 0.582 -2 -- -- -0.0345 6.32 23.62 2230 -- --
419.92 0.958 5.46 0.93 -- -- -- -- 0.844 -- -- -- -- --
421.78 0.961 5.48 -- 0.625 -- -- -- 0.727 4.41 -- -- -- --
253.71 0.742 5.65 -- -- -2.09 -- -- 0.00726 -- 23.88 2598 -- --
442.73 0.982 5.49 -- -- -- -- -- 0.741 -- -- -- -- --

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
1 192.10 temperature 20 1440 > th dose dependent rect. 22 9
11 193.14 temperature 20 1440 > th dose dependent rect. 23 2
23 194.01 temperature 25 720 < th dose dependent rect. 4 20
38 195.40 temperature 25 1440 < th dose dependent rect. 19 7
41 195.51 temperature 10 1440 > th dose dependent rect. 22 4
48 195.83 temperature 10 1440 > th dose dependent rect. 23 2
79 196.66 temperature 10 1440 > th dose dependent rect. 20 9
112 197.24 temperature 25 1440 < th dose dependent sin 12 NA
133 197.54 temperature 25 1440 < th dose dependent rect. 19 17
237 199.17 temperature 25 720 < th dose dependent rect. 9 20
308 200.16 temperature 20 1440 > th dose dependent rect. 5 1
314 200.34 temperature 20 1440 > th dose dependent sin 10 NA
441 202.05 temperature 10 1440 > th dose dependent sin 10 NA
478 202.56 temperature 25 1440 < th dose dependent no NA NA