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Os10g0503500

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

Description : Similar to NAD-dependent malic enzyme 59 kDa isoform, mitochondrial precursor (EC 1.1.1.39) (NAD-ME).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.9 (0.016) R2 : 0.592
β1 : -1.12 (0.0586) R2dD : 0.34 R2D : 0.354
β2 : 0.621 (0.0391) R2dC : 0.227 R2C : 0.228
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0846 (0.0341) R2dN8 : 0.00735 R2N8 : 0.0214
σ : 0.301
deviance : 41.27
__
_____
C
peak time of C : 9.61
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
33.42 0.272 11.9 -1.11 0.693 -0.533 -0.528 -0.871 0.124 11 24.2 16 -- --
33.74 0.271 11.9 -1 0.706 -0.626 -0.622 -- 0.152 11.1 24.45 18 -- --
34.37 0.275 11.9 -1.21 0.694 -0.475 -- -1.45 0.0985 10.8 24.1 12 -- --
35.44 0.277 11.9 -1.02 0.706 -0.618 -- -- 0.15 11 24.5 16 -- --
55.15 0.346 11.9 -1.21 -- -0.444 -- -1.58 0.102 -- 24.4 608 -- --
40.05 0.297 11.9 -1.1 0.614 -- -0.583 -- 0.0868 9.86 -- -- -- --
41.27 0.301 11.9 -1.12 0.621 -- -- -- 0.0846 9.61 -- -- -- --
54.58 0.344 11.9 -1.01 -- -0.577 -- -- 0.145 -- 24.2 628 -- --
61.67 0.366 11.8 -- 0.759 -0.861 -- -- 0.321 11.5 22.88 46 -- --
64.11 0.374 11.9 -1.13 -- -- -- -- 0.0859 -- -- -- -- --
74.39 0.403 11.9 -- 0.624 -- -- -- 0.209 9.74 -- -- -- --
75.61 0.405 11.8 -- -- -1.12 -- -- 0.35 -- 14.62 714 -- --
97.55 0.461 11.9 -- -- -- -- -- 0.211 -- -- -- -- --

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 31.12 temperature 30 270 < th dose independent rect. 11 19
2 31.12 temperature 15 10 > th dose dependent rect. 8 16
13 31.73 temperature 30 270 < th dose independent rect. 24 17
34 31.97 temperature 20 10 > th dose dependent rect. 8 14
70 32.21 temperature 30 270 < th dose independent rect. 22 21
108 32.43 temperature 15 720 > th dose dependent rect. 5 6
122 32.50 temperature 20 10 > th dose dependent rect. 8 12
154 32.65 temperature 20 720 > th dose dependent rect. 6 3
193 32.79 temperature 25 10 > th dose dependent rect. 15 23
221 32.89 temperature 25 30 > th dose dependent rect. 17 21
222 32.90 humidity 60 270 > th dose independent rect. 11 19
225 32.91 temperature 25 720 > th dose independent rect. 6 5
245 32.97 temperature 25 10 > th dose dependent rect. 17 19
280 33.07 temperature 25 720 > th dose independent rect. 6 7
316 33.16 temperature 25 10 > th dose dependent rect. 13 23
470 33.45 temperature 30 270 < th dose independent rect. 11 6
494 33.47 temperature 30 720 < th dose independent rect. 20 17
497 33.47 temperature 10 10 > th dose dependent sin 23 NA
540 33.52 temperature 25 720 > th dose independent rect. 8 1
545 33.52 temperature 20 720 > th dose dependent sin 4 NA
632 33.59 temperature 30 720 < th dose independent rect. 4 9
671 33.61 temperature 25 10 > th dose dependent rect. 21 23
673 33.62 temperature 25 10 > th dose dependent no NA NA
768 33.71 temperature 25 720 > th dose independent sin 3 NA
919 33.84 temperature 25 720 < th dose independent rect. 3 6
952 33.87 temperature 25 90 > th dose independent rect. 7 4
953 33.87 temperature 30 270 > th dose independent rect. 16 22
969 33.88 wind 5 720 < th dose independent rect. 7 6