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Os12g0569500

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

Description : Thaumatin, pathogenesis-related family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.6 (0.0643) R2 : 0.684
β1 : -4.06 (0.25) R2dD : 0.227 R2D : 0.0506
β2 : 3.39 (0.163) R2dC : 0.306 R2C : 0.367
β3 : 4.81 (0.276) R2dE : 0.287 R2E : 0.142
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.534 (0.149) R2dN8 : 0.016 R2N8 : -0.0477
σ : 1.17
deviance : 631.87
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C
peak time of C : 19.1
E
wheather : radiation
threshold : 0.96
memory length : 14805
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 = radiation, 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
637.56 1.19 11.5 -3.66 3.9 4.26 -0.0652 1.49 -0.466 18.4 0.9601 14401 -- --
631.74 1.17 11.6 -3.85 3.42 4.53 -1.2 -- -0.378 19.2 0.9605 14805 -- --
636.84 1.18 11.6 -3.57 3.81 4.35 -- 1.59 -0.41 18.6 0.9844 14673 -- --
631.87 1.17 11.6 -4.06 3.39 4.81 -- -- -0.534 19.1 0.96 14805 -- --
940.08 1.43 11.3 -3.7 -- 5.21 -- 0.132 -0.293 -- 1.121 7932 -- --
1022.45 1.5 11.3 -2.32 3.86 -- -0.397 -- 0.612 18.5 -- -- -- --
1022.82 1.5 11.3 -2.31 3.86 -- -- -- 0.611 18.5 -- -- -- --
829.32 1.34 11.5 -4.07 -- 7.11 -- -- -0.777 -- 1.15 7931 -- --
983.84 1.46 11.5 -- 3.19 3.98 -- -- 0.0582 18.2 1.499 15112 -- --
1796.67 1.98 11.2 -2.41 -- -- -- -- 0.531 -- -- -- -- --
1163.51 1.6 11.3 -- 3.89 -- -- -- 0.869 18.4 -- -- -- --
1144.81 1.58 11.4 -- -- 7.09 -- -- -0.325 -- 1.48 7970 -- --
1949.55 2.06 11.2 -- -- -- -- -- 0.798 -- -- -- -- --

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
1 562.19 humidity 70.0 43200 < th dose independent rect. 16 9
3 562.64 humidity 70.0 43200 > th dose independent rect. 16 9
20 566.49 humidity 80.0 43200 < th dose dependent rect. 16 8
23 566.70 humidity 70.0 43200 > th dose independent rect. 17 5
26 566.94 humidity 80.0 43200 < th dose dependent rect. 15 10
33 567.50 humidity 70.0 43200 < th dose independent rect. 15 17
48 568.54 humidity 70.0 43200 > th dose independent rect. 15 17
52 568.71 humidity 70.0 43200 < th dose independent sin 15 NA
55 568.88 humidity 70.0 43200 > th dose independent rect. 19 1
58 568.99 humidity 70.0 43200 > th dose independent rect. 18 3
62 569.41 humidity 70.0 43200 > th dose independent sin 14 NA
75 570.36 humidity 80.0 43200 < th dose dependent sin 16 NA
116 572.44 humidity 80.0 43200 < th dose dependent rect. 11 14
193 575.11 humidity 70.0 43200 < th dose independent rect. 19 1
304 577.88 wind 9.0 43200 < th dose independent rect. 18 2
318 578.25 humidity 70.0 43200 < th dose independent rect. 10 23
323 578.30 humidity 50.0 43200 > th dose dependent rect. 21 1
332 578.46 humidity 80.0 43200 < th dose dependent rect. 13 22
337 578.51 humidity 90.0 43200 < th dose dependent rect. 21 1
389 579.35 humidity 70.0 43200 < th dose independent no NA NA
402 579.42 humidity 70.0 43200 < th dose independent rect. 6 23
407 579.47 humidity 70.0 43200 < th dose dependent rect. 16 1
502 580.49 humidity 80.0 43200 < th dose dependent no NA NA
506 580.57 humidity 70.0 43200 < th dose independent rect. 24 23
509 580.60 wind 9.0 43200 > th dose independent rect. 18 2
519 580.70 humidity 80.0 43200 < th dose dependent rect. 21 23
548 581.10 humidity 70.0 43200 > th dose independent no NA NA
552 581.15 humidity 70.0 43200 > th dose independent rect. 6 23
624 582.00 wind 7.0 43200 > th dose dependent rect. 18 1
649 582.35 humidity 70.0 43200 > th dose independent rect. 24 23
681 582.77 precipitation 0.1 43200 > th dose dependent rect. 13 4
732 583.39 humidity 70.0 43200 > th dose independent rect. 19 23
755 583.70 humidity 50.0 43200 > th dose dependent rect. 18 5
882 585.33 humidity 50.0 43200 > th dose dependent rect. 17 7
925 586.09 precipitation 0.1 43200 < th dose independent rect. 13 7
926 586.09 precipitation 0.1 43200 < th dose dependent rect. 13 7
951 586.44 precipitation 0.1 43200 > th dose independent rect. 13 7