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Os01g0558200

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

Description : Glu/Leu/Phe/Val dehydrogenase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.6 (0.013) R2 : 0.662
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.721 (0.0338) R2dC : 0.338 R2C : 0.34
β3 : 0.787 (0.0399) R2dE : 0.29 R2E : 0.266
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.19 (0.0274) R2dN8 : 0.0463 R2N8 : 0.0263
σ : 0.244
deviance : 27.37
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C
peak time of C : 4.99
E
wheather : temperature
threshold : 28.33
memory length : 4600
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
26.87 0.244 10.6 -0.0667 0.722 0.773 0.466 0.129 0.171 4.98 28.6 4578 -- --
26.81 0.241 10.6 -0.0237 0.718 0.786 0.463 -- 0.188 4.99 28.39 4595 -- --
27.36 0.244 10.6 -0.0674 0.712 0.772 -- 0.19 0.175 4.96 28.4 4622 -- --
27.35 0.244 10.6 -0.0252 0.721 0.782 -- -- 0.187 5 28.35 4600 -- --
52.65 0.338 10.6 -0.0551 -- 0.838 -- 0.271 0.197 -- 28.2 4833 -- --
48.21 0.325 10.6 -0.278 0.733 -- 0.422 -- 0.122 5.12 -- -- -- --
48.66 0.327 10.6 -0.278 0.736 -- -- -- 0.12 5.12 -- -- -- --
52.49 0.337 10.6 0.0228 -- 0.868 -- -- 0.223 -- 28.29 4841 -- --
27.37 0.244 10.6 -- 0.721 0.787 -- -- 0.19 4.99 28.33 4600 -- --
77.05 0.41 10.6 -0.252 -- -- -- -- 0.139 -- -- -- -- --
50.7 0.333 10.6 -- 0.731 -- -- -- 0.151 5.13 -- -- -- --
52.48 0.337 10.6 -- -- 0.858 -- -- 0.215 -- 28.36 4841 -- --
78.73 0.414 10.6 -- -- -- -- -- 0.167 -- -- -- -- --

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 26.78 temperature 25.0 4320 > th dose dependent rect. 7 3
51 27.33 temperature 25.0 4320 > th dose dependent sin 5 NA
65 27.48 temperature 25.0 4320 > th dose independent rect. 7 1
210 28.07 temperature 25.0 4320 < th dose independent rect. 7 1
254 28.11 temperature 25.0 4320 > th dose dependent no NA NA
344 28.54 precipitation 0.1 43200 > th dose dependent rect. 17 4
424 28.66 temperature 25.0 14400 > th dose dependent rect. 18 1
425 28.66 temperature 25.0 14400 > th dose dependent rect. 17 3
447 28.68 temperature 30.0 14400 > th dose independent rect. 15 1
448 28.68 temperature 30.0 14400 < th dose independent rect. 15 1
477 28.70 temperature 30.0 14400 < th dose independent rect. 14 20
531 28.74 temperature 30.0 14400 > th dose independent rect. 14 20
546 28.76 temperature 25.0 14400 < th dose independent rect. 19 1
596 28.80 temperature 10.0 4320 > th dose dependent rect. 7 2
607 28.81 temperature 30.0 4320 < th dose dependent rect. 7 2
608 28.81 temperature 10.0 4320 > th dose dependent rect. 6 4
671 28.89 temperature 25.0 14400 < th dose independent rect. 19 3
686 28.91 temperature 25.0 14400 > th dose independent rect. 19 3
687 28.91 temperature 25.0 14400 < th dose independent rect. 17 6
690 28.91 temperature 30.0 4320 < th dose dependent rect. 6 4
706 28.93 temperature 25.0 14400 > th dose independent rect. 19 1
715 28.93 temperature 10.0 4320 > th dose dependent rect. 6 16
717 28.94 temperature 25.0 14400 > th dose independent rect. 17 6
785 28.99 temperature 30.0 4320 < th dose dependent rect. 18 1
848 29.04 temperature 30.0 14400 < th dose independent rect. 14 5
894 29.06 temperature 10.0 4320 > th dose dependent rect. 18 1
916 29.08 temperature 30.0 14400 > th dose independent rect. 14 5
984 29.11 temperature 20.0 14400 > th dose dependent rect. 21 1
997 29.12 temperature 10.0 4320 > th dose dependent sin 20 NA