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Os06g0188600

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.31 (0.0326) R2 : 0.498
β1 : -1.24 (0.129) R2dD : 0.127 R2D : -0.111
β2 : 0.736 (0.0785) R2dC : 0.0969 R2C : 0.0893
β3 : 2.16 (0.116) R2dE : 0.49 R2E : 0.225
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.545 (0.0728) R2dN8 : 0.0932 R2N8 : -0.0592
σ : 0.6
deviance : 166.23
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C
peak time of C : 2.37
E
wheather : temperature
threshold : 20.11
memory length : 4640
response mode : > th
dose dependency : dose dependent
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 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
166.09 0.606 7.31 -1.23 0.736 2.16 -0.193 0.0709 -0.54 2.37 20.12 4643 -- --
166.1 0.6 7.31 -1.24 0.735 2.16 -0.191 -- -0.543 2.35 20.12 4640 -- --
166.23 0.6 7.31 -1.22 0.737 2.16 -- 0.104 -0.539 2.37 20.04 4643 -- --
166.23 0.6 7.31 -1.24 0.736 2.16 -- -- -0.545 2.37 20.11 4640 -- --
189.59 0.641 7.3 -1.18 -- 2.42 -- 0.499 -0.551 -- 18.79 3962 -- --
292.29 0.801 7.21 -0.246 0.791 -- -0.113 -- -0.0918 2.18 -- -- -- --
292.33 0.801 7.21 -0.243 0.79 -- -- -- -0.0911 2.17 -- -- -- --
189.73 0.642 7.32 -1.27 -- 2.36 -- -- -0.569 -- 19.45 3973 -- --
193.84 0.648 7.23 -- 0.655 1.7 -- -- -0.228 2.31 22.98 4569 -- --
329.63 0.848 7.2 -0.21 -- -- -- -- -0.0721 -- -- -- -- --
293.89 0.802 7.21 -- 0.786 -- -- -- -0.064 2.17 -- -- -- --
218.6 0.689 7.25 -- -- 1.82 -- -- -0.273 -- 22.3 4048 -- --
330.8 0.849 7.2 -- -- -- -- -- -0.0488 -- -- -- -- --

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
1 163.48 temperature 20 4320 > th dose dependent rect. 23 1
4 164.96 temperature 20 4320 > th dose dependent rect. 19 7
5 165.07 temperature 20 4320 > th dose dependent rect. 19 9
20 165.54 temperature 20 4320 > th dose dependent rect. 19 17
30 165.70 temperature 20 4320 > th dose dependent sin 10 NA
41 165.78 temperature 30 4320 < th dose dependent rect. 23 1
44 165.80 temperature 10 4320 > th dose dependent rect. 19 6
45 165.80 temperature 30 4320 < th dose dependent rect. 19 6
182 166.81 temperature 10 4320 > th dose dependent rect. 18 18
195 166.85 temperature 20 4320 > th dose dependent rect. 19 2
249 167.05 temperature 30 4320 < th dose dependent rect. 18 17
337 167.36 temperature 10 4320 > th dose dependent sin 14 NA
342 167.38 temperature 20 4320 > th dose dependent no NA NA
398 167.57 temperature 20 4320 > th dose dependent rect. 23 23
411 167.61 temperature 20 4320 > th dose dependent rect. 3 23
536 167.98 temperature 10 4320 > th dose dependent rect. 10 19
540 168.00 temperature 20 4320 > th dose dependent rect. 3 1
546 168.02 temperature 30 4320 < th dose dependent sin 12 NA
672 168.24 temperature 10 4320 > th dose dependent no NA NA
730 168.33 temperature 10 4320 > th dose dependent rect. 3 23
786 168.44 temperature 10 4320 > th dose dependent rect. 23 23