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Os07g0643400

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.5 (0.0327) R2 : 0.568
β1 : 2.83 (0.137) R2dD : 0.582 R2D : -0.0295
β2 : 0.73 (0.0804) R2dC : 0.0788 R2C : 0.0527
β3 : -2.58 (0.146) R2dE : 0.456 R2E : -0.199
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.871 (0.0762) R2dN8 : 0.21 R2N8 : -0.129
σ : 0.594
deviance : 162.42
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C
peak time of C : 8.27
E
wheather : temperature
threshold : 8.381
memory length : 6494
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
158.63 0.592 10.5 2.78 0.719 -2.59 -1.18 -0.418 0.835 9.13 9.43 6278 -- --
158.76 0.587 10.5 2.87 0.717 -2.56 -1.15 -- 0.857 9.11 9.298 6302 -- --
162.37 0.593 10.5 2.76 0.726 -2.59 -- -0.268 0.852 8.33 9.367 6442 -- --
162.42 0.594 10.5 2.83 0.73 -2.58 -- -- 0.871 8.27 8.381 6494 -- --
191.66 0.645 10.5 2.8 -- -2.69 -- -0.345 0.88 -- 8.526 6483 -- --
269.27 0.769 10.7 1.61 0.801 -- -1.07 -- 0.262 9.12 -- -- -- --
272.75 0.773 10.7 1.57 0.819 -- -- -- 0.258 8.67 -- -- -- --
191.76 0.645 10.5 2.88 -- -2.67 -- -- 0.901 -- 7.616 6488 -- --
283.44 0.784 10.7 -- 0.606 -1.41 -- -- 0.19 8.55 25.51 2015 -- --
310.66 0.824 10.7 1.57 -- -- -- -- 0.265 -- -- -- -- --
337.48 0.859 10.7 -- 0.825 -- -- -- 0.0839 8.52 -- -- -- --
302.62 0.81 10.7 -- -- -1.47 -- -- 0.185 -- 25.2 2070 -- --
375.6 0.905 10.7 -- -- -- -- -- 0.0913 -- -- -- -- --

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
1 163.76 temperature 10 4320 > th dose dependent rect. 18 1
4 164.57 temperature 30 4320 < th dose dependent rect. 18 1
79 166.79 temperature 10 4320 > th dose dependent sin 17 NA
102 167.10 temperature 10 4320 > th dose dependent rect. 3 20
109 167.15 temperature 10 4320 > th dose dependent rect. 13 21
155 167.36 temperature 10 4320 > th dose dependent rect. 8 17
234 167.53 temperature 10 4320 > th dose dependent no NA NA
456 168.12 temperature 30 4320 < th dose dependent rect. 17 18
690 168.84 temperature 10 4320 > th dose dependent rect. 5 5
714 168.93 temperature 30 4320 < th dose dependent rect. 5 5
754 169.06 temperature 10 4320 > th dose dependent rect. 3 8
843 169.31 temperature 30 4320 < th dose dependent sin 15 NA
914 169.45 temperature 30 4320 < th dose dependent rect. 3 20