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Os05g0209600

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

Description : Lipolytic enzyme, G-D-S-L family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.23 (0.0429) R2 : 0.752
β1 : -4.58 (0.156) R2dD : 0.537 R2D : 0.348
β2 : 1.24 (0.105) R2dC : 0.0738 R2C : 0.0487
β3 : -1.16 (0.165) R2dE : 0.0397 R2E : -0.109
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -7.47 (0.644) R2dD*E : 0.1 R2D*E : 0.0926
γ1 : -1.55 (0.0886) R2dN8 : 0.242 R2N8 : 0.0851
σ : 0.754
deviance : 261.96
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C
peak time of C : 6.08
E
wheather : wind
threshold : 4.904
memory length : 4909
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 17.2
open length of G : 4.05

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = > th, dose dependency = dose dependent, type of G = rect.)

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
254.87 0.75 8.23 -4.58 1.27 -1.25 2.02 -7.78 -1.57 6.14 4.688 5305 17.3 3.95
313.84 0.825 8.44 -4.56 1.33 -1.09 2.11 -- -1.65 5.84 2.308 21142 17.7 3.52
261.96 0.754 8.23 -4.58 1.24 -1.16 -- -7.47 -1.55 6.08 4.904 4909 17.2 4.05
313.72 0.825 8.46 -4.67 1.42 -1.09 -- -- -2.01 5.81 5.469 9573 18.5 2.73
336.63 0.855 8.27 -4.55 -- -1.28 -- -7.81 -1.52 -- 5.028 4692 17.1 3.97
348.33 0.875 8.39 -4.42 1.27 -- 1.69 -- -1.69 6.26 -- -- -- --
355.1 0.882 8.4 -4.4 1.28 -- -- -- -1.7 6.07 -- -- -- --
398.94 0.93 8.45 -4.74 -- -1.2 -- -- -2.02 -- 5.79 9572 18.5 2.72
592.15 1.13 8.04 -- 0.947 2.74 -- -- -1.32 9.03 6.501 47520 16.7 1
439.99 0.98 8.42 -4.36 -- -- -- -- -1.67 -- -- -- -- --
865.23 1.38 8.29 -- 1.22 -- -- -- -1.21 6.25 -- -- -- --
547.31 1.09 8.2 -- -- 3.59 -- -- -0.698 -- 6.7 47520 16.5 1.12
942.06 1.43 8.31 -- -- -- -- -- -1.18 -- -- -- -- --

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
1 259.41 wind 9 14400 > th dose dependent rect. 15 6
2 259.49 atmosphere 1005 14400 > th dose independent rect. 9 1
3 259.80 atmosphere 1010 14400 < th dose dependent rect. 6 1
4 259.86 atmosphere 1010 14400 < th dose dependent rect. 4 1
6 260.14 atmosphere 1010 14400 < th dose dependent rect. 4 11
9 260.20 atmosphere 1010 14400 < th dose dependent rect. 4 3
14 260.24 atmosphere 1010 14400 < th dose dependent rect. 4 5
16 260.25 atmosphere 1010 14400 < th dose dependent rect. 6 9
31 260.33 atmosphere 1010 14400 < th dose dependent rect. 4 7
37 260.35 atmosphere 1010 14400 < th dose dependent sin 4 NA
41 260.37 atmosphere 1005 14400 < th dose independent rect. 8 2
122 260.64 wind 5 4320 > th dose dependent rect. 17 4
205 261.01 atmosphere 1010 14400 < th dose dependent rect. 14 1
251 261.17 atmosphere 1010 14400 < th dose dependent no NA NA
263 261.19 atmosphere 1010 14400 < th dose dependent rect. 14 23
275 261.21 atmosphere 1010 14400 < th dose dependent rect. 6 23
276 261.21 atmosphere 1010 14400 < th dose dependent rect. 10 23
277 261.21 atmosphere 1010 14400 < th dose dependent rect. 12 23
279 261.22 wind 9 14400 > th dose dependent rect. 18 4
347 261.42 wind 5 14400 > th dose independent rect. 17 1
361 261.47 wind 9 14400 > th dose dependent rect. 18 6
409 261.70 atmosphere 995 14400 > th dose dependent rect. 4 1
431 261.81 atmosphere 1010 14400 < th dose dependent rect. 24 1
556 262.18 wind 5 14400 > th dose dependent rect. 15 6
620 262.31 atmosphere 995 14400 > th dose dependent rect. 4 11
630 262.33 atmosphere 995 14400 > th dose dependent rect. 24 15
646 262.36 atmosphere 995 14400 > th dose dependent rect. 6 9
650 262.37 atmosphere 995 14400 > th dose dependent rect. 11 2
665 262.39 atmosphere 995 14400 > th dose dependent rect. 10 5
721 262.49 atmosphere 995 14400 > th dose dependent rect. 24 1
732 262.52 atmosphere 995 14400 > th dose dependent sin 4 NA
776 262.59 atmosphere 995 14400 > th dose dependent rect. 24 9
802 262.64 atmosphere 995 14400 > th dose dependent rect. 14 1
825 262.68 atmosphere 995 14400 > th dose dependent rect. 6 1
833 262.69 atmosphere 995 14400 > th dose dependent rect. 24 5
972 262.94 wind 9 14400 < th dose independent rect. 18 3