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Os04g0391900

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

Description : Amidohydrolase 2 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.3 (0.0226) R2 : 0.853
β1 : -1.52 (0.0829) R2dD : 0.114 R2D : 0.0564
β2 : 2.75 (0.0587) R2dC : 0.748 R2C : 0.621
β3 : -1.14 (0.0903) R2dE : 0.0549 R2E : -0.0577
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.799 (0.0484) R2dN8 : 0.119 R2N8 : 0.0317
σ : 0.423
deviance : 82.35
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C
peak time of C : 8.16
E
wheather : humidity
threshold : 52.19
memory length : 1145
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 = humidity, 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
78.46 0.416 10.3 -1.46 2.84 -1.17 1.2 -0.975 -0.787 8.18 55.17 1073 -- --
79.62 0.416 10.3 -1.56 2.76 -1.17 0.947 -- -0.797 8.17 53.17 1132 -- --
82.04 0.422 10.3 -1.46 2.74 -1.11 -- -0.526 -0.782 8.15 54.78 1155 -- --
82.35 0.423 10.3 -1.52 2.75 -1.14 -- -- -0.799 8.16 52.19 1145 -- --
449.18 0.987 10.4 -1.4 -- -1.16 -- -0.541 -0.801 -- 61.49 1409 -- --
105.35 0.481 10.3 -1.49 2.62 -- 0.842 -- -0.754 7.78 -- -- -- --
107.39 0.485 10.3 -1.46 2.62 -- -- -- -0.755 7.78 -- -- -- --
449.59 0.988 10.4 -1.46 -- -1.2 -- -- -0.813 -- 61.3 1405 -- --
139.82 0.551 10.3 -- 2.63 -1.37 -- -- -0.727 8.02 78 1263 -- --
479.29 1.02 10.4 -1.43 -- -- -- -- -0.718 -- -- -- -- --
163.93 0.599 10.3 -- 2.61 -- -- -- -0.592 7.82 -- -- -- --
502.37 1.04 10.4 -- -- -1.53 -- -- -0.734 -- 76.07 1383 -- --
533.42 1.08 10.3 -- -- -- -- -- -0.559 -- -- -- -- --

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 72.50 humidity 80.0 1440 < th dose independent rect. 7 8
9 73.45 humidity 80.0 1440 > th dose independent rect. 7 8
27 74.69 humidity 70.0 1440 > th dose dependent rect. 11 1
31 74.91 humidity 80.0 1440 < th dose independent sin 2 NA
43 75.33 humidity 80.0 1440 > th dose independent sin 2 NA
49 75.60 humidity 80.0 1440 < th dose independent rect. 11 1
58 75.86 humidity 80.0 1440 > th dose independent rect. 11 1
59 75.86 humidity 70.0 1440 > th dose dependent rect. 9 5
76 76.33 humidity 70.0 1440 > th dose dependent rect. 10 3
196 78.43 wind 3.0 14400 < th dose dependent rect. 2 3
198 78.44 humidity 60.0 1440 > th dose dependent sin 2 NA
265 78.98 precipitation 0.1 4320 > th dose dependent rect. 14 3
268 79.00 precipitation 0.1 4320 > th dose dependent rect. 6 11
284 79.07 precipitation 0.1 4320 > th dose dependent rect. 8 9
298 79.15 precipitation 0.1 4320 > th dose dependent rect. 16 1
302 79.17 humidity 70.0 1440 > th dose independent rect. 17 21
307 79.19 wind 3.0 14400 < th dose independent rect. 24 1
314 79.23 humidity 90.0 1440 < th dose dependent rect. 3 12
323 79.27 precipitation 0.1 4320 > th dose dependent rect. 12 5
328 79.30 humidity 90.0 1440 < th dose dependent sin 3 NA
343 79.35 wind 3.0 14400 < th dose dependent rect. 4 1
349 79.38 precipitation 0.1 14400 > th dose independent rect. 17 1
370 79.46 precipitation 0.1 4320 < th dose independent rect. 13 4
372 79.46 precipitation 0.1 4320 < th dose dependent rect. 13 4
410 79.62 wind 3.0 14400 > th dose independent rect. 24 1
417 79.63 precipitation 0.1 4320 > th dose independent rect. 12 5
422 79.64 precipitation 0.1 14400 < th dose independent rect. 17 1
425 79.64 precipitation 0.1 14400 < th dose dependent rect. 17 1
495 79.86 humidity 90.0 1440 < th dose dependent rect. 9 5
508 79.90 precipitation 0.1 4320 > th dose independent rect. 9 8
510 79.91 precipitation 0.1 4320 > th dose independent rect. 6 11
526 79.95 precipitation 0.1 4320 < th dose independent rect. 9 8
528 79.95 precipitation 0.1 4320 < th dose dependent rect. 9 8
554 80.03 precipitation 0.1 4320 < th dose independent rect. 6 11
556 80.03 precipitation 0.1 4320 < th dose dependent rect. 6 11
600 80.09 humidity 70.0 1440 > th dose independent rect. 20 23
748 80.29 humidity 70.0 1440 > th dose independent no NA NA
779 80.31 precipitation 0.1 4320 < th dose independent rect. 4 13
786 80.31 precipitation 0.1 4320 < th dose dependent rect. 4 13
807 80.34 wind 1.0 14400 < th dose independent rect. 4 2
826 80.37 precipitation 0.1 4320 > th dose independent rect. 4 13
858 80.41 wind 1.0 14400 > th dose dependent rect. 24 1
865 80.43 precipitation 0.1 14400 > th dose independent rect. 6 13
876 80.45 precipitation 0.1 14400 < th dose independent rect. 6 13
878 80.45 precipitation 0.1 14400 < th dose dependent rect. 6 13
889 80.48 wind 1.0 14400 > th dose independent rect. 4 2
893 80.48 radiation 1.0 1440 < th dose dependent rect. 7 10
1000 80.68 humidity 70.0 1440 > th dose independent rect. 11 23