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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.

Os01g0736100

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

Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.73 (0.0334) R2 : 0.702
β1 : 1.26 (0.125) R2dD : 0.08 R2D : 0.0049
β2 : 1.18 (0.078) R2dC : 0.163 R2C : 0.17
β3 : 2.12 (0.0992) R2dE : 0.454 R2E : 0.442
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.255 (0.0802) R2dN8 : 0.0114 R2N8 : 0.0778
σ : 0.598
deviance : 164.7
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_____
C
peak time of C : 9.73
E
wheather : temperature
threshold : 23
memory length : 3017
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
161.39 0.597 5.81 0.775 1.08 2.11 -0.745 1.1 -0.473 9.77 22.6 2169 -- --
163.91 0.596 5.76 1.16 1.06 2.1 -0.759 -- -0.32 9.65 22.9 2290 -- --
163.38 0.595 5.81 0.773 1.1 2.1 -- 1.01 -0.47 9.87 22.59 2118 -- --
164.7 0.598 5.73 1.26 1.18 2.12 -- -- -0.255 9.73 23 3017 -- --
225.37 0.699 5.83 0.864 -- 2.16 -- 0.725 -0.429 -- 24 2210 -- --
336.43 0.86 5.95 0.327 1.26 -- -0.532 -- -1.16 10 -- -- -- --
337.53 0.86 5.95 0.306 1.26 -- -- -- -1.17 10 -- -- -- --
223.43 0.696 5.8 1.26 -- 2.36 -- -- -0.35 -- 24.1 2183 -- --
195.51 0.651 5.82 -- 1.15 1.8 -- -- -0.576 9.96 22.9 1980 -- --
434.01 0.973 5.98 0.29 -- -- -- -- -1.17 -- -- -- -- --
340.01 0.863 5.95 -- 1.26 -- -- -- -1.2 10 -- -- -- --
260.43 0.752 5.86 -- -- 2.34 -- -- -0.574 -- 24.8 2185 -- --
436.24 0.975 5.99 -- -- -- -- -- -1.2 -- -- -- -- --

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
1 156.86 temperature 20 720 > th dose dependent rect. 16 19
5 158.88 temperature 15 1440 > th dose dependent rect. 16 16
33 159.69 temperature 20 1440 > th dose dependent sin 11 NA
55 160.00 temperature 30 1440 < th dose dependent rect. 18 15
180 161.65 temperature 20 1440 > th dose dependent rect. 18 7
191 161.78 temperature 10 1440 > th dose dependent rect. 4 4
200 161.87 temperature 30 1440 < th dose dependent sin 11 NA
212 162.03 temperature 30 1440 < th dose dependent rect. 4 4
220 162.09 temperature 20 1440 > th dose dependent rect. 2 6
241 162.23 temperature 20 1440 > th dose dependent rect. 1 8
272 162.53 temperature 10 1440 > th dose dependent rect. 3 6
297 162.77 temperature 30 1440 < th dose dependent rect. 3 6
311 162.86 temperature 20 1440 > th dose dependent rect. 5 2
325 162.94 temperature 30 1440 < th dose dependent rect. 18 7
383 163.30 temperature 30 1440 < th dose dependent rect. 18 9
646 165.20 temperature 15 1440 > th dose dependent no NA NA
731 165.73 temperature 15 1440 > th dose dependent rect. 24 23
906 166.83 temperature 30 1440 < th dose dependent no NA NA
979 167.19 temperature 30 1440 < th dose dependent rect. 2 23