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Os07g0603500

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

Description : Peptidase A1, pepsin family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.2 (0.0282) R2 : 0.769
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.6 (0.0824) R2dC : 0.256 R2C : 0.293
β3 : 1.02 (0.0994) R2dE : 0.072 R2E : 0.0386
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.54 (0.0598) R2dN8 : 0.441 R2N8 : 0.312
σ : 0.528
deviance : 128.56
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C
peak time of C : 20
E
wheather : radiation
threshold : 40.32
memory length : 629
response mode : > th
dose dependency : dose dependent
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 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
114.94 0.504 10.2 -0.288 1.59 0.916 -0.526 2.82 -1.53 19.9 43.77 678 -- --
124.21 0.519 10.2 -0.464 1.63 0.933 -0.57 -- -1.57 20 40 629 -- --
115.63 0.501 10.2 -0.279 1.6 0.883 -- 2.72 -1.53 19.8 44.37 676 -- --
123.08 0.517 10.2 -0.439 1.6 0.997 -- -- -1.59 20 40 629 -- --
209.54 0.674 10.2 -0.493 -- 1.85 -- 1.59 -1.75 -- 36.48 715 -- --
146.03 0.567 10.2 -0.401 2.08 -- 0.437 -- -1.49 19.4 -- -- -- --
146.55 0.567 10.2 -0.411 2.08 -- -- -- -1.49 19.4 -- -- -- --
186.49 0.636 10.2 -0.512 -- 2.48 -- -- -1.71 -- -0.03472 766 -- --
128.56 0.528 10.2 -- 1.6 1.02 -- -- -1.54 20 40.32 629 -- --
376.73 0.907 10.2 -0.445 -- -- -- -- -1.52 -- -- -- -- --
151 0.575 10.2 -- 2.08 -- -- -- -1.44 19.4 -- -- -- --
192.37 0.646 10.2 -- -- 2.28 -- -- -1.68 -- -2.008 773 -- --
381.96 0.912 10.2 -- -- -- -- -- -1.47 -- -- -- -- --

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
1 114.13 temperature 20 270 > th dose dependent rect. 13 7
4 114.54 temperature 20 90 > th dose dependent rect. 15 8
7 114.91 temperature 30 270 < th dose independent rect. 9 15
17 115.76 radiation 40 720 > th dose dependent sin 9 NA
20 115.83 radiation 40 720 > th dose dependent rect. 14 23
30 116.15 temperature 30 720 < th dose independent rect. 3 13
34 116.36 radiation 40 720 > th dose dependent rect. 14 21
36 116.42 radiation 40 720 > th dose dependent rect. 8 5
55 116.46 temperature 25 270 > th dose independent rect. 14 6
80 116.65 radiation 40 720 > th dose dependent no NA NA
262 116.86 temperature 25 270 > th dose dependent sin 17 NA
266 116.88 temperature 30 720 < th dose independent rect. 21 18
271 117.03 radiation 40 720 > th dose dependent rect. 11 23
294 117.13 temperature 25 720 > th dose dependent rect. 11 2
325 117.37 temperature 15 90 > th dose dependent rect. 15 16
332 117.45 temperature 25 720 > th dose dependent rect. 1 16
333 117.46 temperature 25 720 > th dose dependent rect. 8 9
334 117.46 temperature 10 270 > th dose dependent rect. 14 14
352 117.64 temperature 30 270 < th dose independent rect. 17 22
356 117.66 temperature 10 270 > th dose dependent sin 18 NA
375 117.80 temperature 25 720 > th dose dependent sin 3 NA
386 117.88 temperature 30 720 < th dose independent rect. 7 9
437 118.16 temperature 30 270 < th dose dependent rect. 10 14
441 118.18 temperature 25 270 > th dose dependent rect. 13 18
451 118.25 temperature 15 720 > th dose dependent rect. 9 8
468 118.36 temperature 30 720 < th dose independent rect. 3 8
493 118.48 atmosphere 1015 270 < th dose dependent rect. 13 7
502 118.53 temperature 30 270 < th dose independent rect. 4 22
509 118.57 atmosphere 1005 270 < th dose independent rect. 15 4
632 119.05 humidity 90 270 < th dose independent rect. 13 7
651 119.14 temperature 30 720 < th dose independent sin 5 NA
742 119.48 temperature 30 720 > th dose independent sin 5 NA
754 119.54 temperature 30 720 > th dose independent rect. 8 8
771 119.55 radiation 40 720 > th dose independent rect. 14 21
938 119.67 radiation 40 270 < th dose independent rect. 19 20