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Os07g0693200

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

Description : Similar to Pyruvate decarboxylase isozyme 3 (EC 4.1.1.1) (PDC).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.45 (0.0576) R2 : 0.529
β1 : 1.17 (0.276) R2dD : 0.0433 R2D : 0.0172
β2 : -- (--) R2dC : -- R2C : --
β3 : 4.19 (0.235) R2dE : 0.492 R2E : 0.303
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.34 (0.859) R2dD*E : 0.0673 R2D*E : -0.067
γ1 : -0.585 (0.13) R2dN8 : 0.0405 R2N8 : 0.12
σ : 0.945
deviance : 411.32
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 24.98
memory length : 2378
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 7.43
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 = sin)

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
398.18 0.938 9.46 1.11 0.587 4.24 0.627 4.78 -0.619 6.68 25.1 2585 7.79 --
423.53 0.958 9.33 2 0.541 4.14 0.572 -- -0.359 6.2 25.4 2481 6.77 --
398.86 0.93 9.46 1.12 0.572 4.29 -- 4.89 -0.621 6.74 24.9 2558 7.97 --
422.79 0.958 9.34 2.13 0.481 4.01 -- -- -0.373 5.57 25.3 2468 6.28 --
411.32 0.945 9.45 1.17 -- 4.19 -- 4.34 -0.585 -- 24.98 2378 7.43 --
670.06 1.21 9.53 0.644 0.684 -- 0.598 -- -1.36 8.86 -- -- -- --
671.26 1.21 9.53 0.664 0.682 -- -- -- -1.36 8.91 -- -- -- --
431.07 0.967 9.33 2.13 -- 3.88 -- -- -0.34 -- 25.43 2287 5.73 --
517.12 1.06 9.42 -- 0.359 2.87 -- -- -0.846 5.34 26.08 2302 5.22 --
697.82 1.23 9.55 0.664 -- -- -- -- -1.36 -- -- -- -- --
682.9 1.22 9.55 -- 0.683 -- -- -- -1.43 8.84 -- -- -- --
519.47 1.06 9.45 -- -- 3.14 -- -- -0.9 -- 30.16 2204 4.88 --
709.46 1.24 9.57 -- -- -- -- -- -1.43 -- -- -- -- --

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
1 403.37 temperature 20 1440 > th dose dependent rect. 1 1
6 406.81 temperature 20 1440 < th dose independent rect. 5 1
8 407.94 temperature 25 1440 < th dose dependent rect. 13 16
9 407.95 temperature 20 1440 > th dose independent rect. 5 1
18 409.31 temperature 20 4320 > th dose independent rect. 22 1
21 409.64 temperature 25 4320 < th dose dependent rect. 1 1
50 412.08 temperature 25 1440 < th dose dependent sin 15 NA
62 413.16 temperature 10 4320 > th dose dependent rect. 1 1
135 417.63 temperature 10 1440 > th dose dependent rect. 24 5
391 424.59 temperature 20 4320 < th dose independent rect. 22 1
454 426.13 temperature 25 1440 < th dose dependent no NA NA
459 426.22 temperature 25 1440 < th dose dependent rect. 24 23
481 426.61 temperature 25 1440 < th dose dependent rect. 20 23
494 426.84 temperature 25 1440 < th dose dependent rect. 16 23
605 429.00 temperature 20 4320 < th dose independent rect. 21 3
624 429.33 temperature 25 4320 < th dose dependent rect. 21 1
646 429.95 temperature 20 4320 > th dose independent rect. 13 15
660 430.14 temperature 20 4320 < th dose independent rect. 13 15
712 430.93 temperature 20 4320 > th dose independent rect. 18 10
734 431.35 temperature 20 4320 < th dose independent rect. 18 10
768 432.00 temperature 20 4320 > th dose independent sin 15 NA
772 432.02 temperature 20 4320 < th dose independent sin 15 NA
818 432.75 temperature 20 4320 > th dose independent rect. 20 8
899 433.93 temperature 20 4320 > th dose independent rect. 18 13