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Os11g0683500

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

Description : Glycoside hydrolase, family 1 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.61 (0.0395) R2 : 0.888
β1 : 0.76 (0.149) R2dD : 0.00732 R2D : -0.0119
β2 : 5.61 (0.101) R2dC : 0.77 R2C : 0.761
β3 : -2.05 (0.101) R2dE : 0.104 R2E : 0.0803
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 5.37 (0.48) R2dD*E : 0.0326 R2D*E : 0.015
γ1 : 0.0597 (0.0844) R2dN8 : 0.000204 R2N8 : -0.00805
σ : 0.731
deviance : 246.29
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C
peak time of C : 7.38
E
wheather : temperature
threshold : 20.71
memory length : 297
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 19.6
open length of G : 7.12

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose independent, 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
244.19 0.734 8.62 0.764 5.64 -2.06 -1.04 5.18 0.0532 7.4 20.7 299 19.7 6.94
301.21 0.808 8.65 0.55 5.58 -2.04 -1.77 -- 0.0439 7.42 20.97 295 19.7 6.85
246.29 0.731 8.61 0.76 5.61 -2.05 -- 5.37 0.0597 7.38 20.71 297 19.6 7.12
304.65 0.813 8.62 0.451 5.65 -2.09 -- -- 0.0342 7.5 20.94 287 20.4 6.18
530.51 1.07 8.46 1.32 -- -5.15 -- 8.21 0.963 -- 19.6 456 11.5 10.8
384 0.919 8.69 0.202 5.69 -- -2.2 -- -0.162 8.37 -- -- -- --
399.03 0.935 8.69 0.133 5.69 -- -- -- -0.163 8.34 -- -- -- --
382.35 0.911 8.78 0.932 -- -4.87 -- -- 0.152 -- 19.27 376 11.6 11.8
302.71 0.81 8.65 -- 5.88 -2.33 -- -- -0.0258 7.47 20.92 329 20.5 5.6
2199.73 2.19 8.84 0.168 -- -- -- -- -0.102 -- -- -- -- --
399.49 0.935 8.69 -- 5.7 -- -- -- -0.177 8.34 -- -- -- --
377.37 0.905 8.82 -- -- -4.96 -- -- 0.00265 -- 19.39 377 11 12.7
2200.48 2.19 8.84 -- -- -- -- -- -0.121 -- -- -- -- --

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
1 252.69 temperature 20 270 > th dose independent rect. 20 7
4 257.98 temperature 15 270 > th dose dependent rect. 20 7
6 258.94 temperature 20 10 > th dose independent rect. 21 8
18 265.17 temperature 20 270 > th dose independent rect. 11 14
22 266.29 temperature 20 720 > th dose independent rect. 14 10
27 268.32 temperature 15 720 > th dose dependent rect. 14 10
30 269.29 temperature 15 720 > th dose dependent rect. 12 12
68 273.15 temperature 15 270 > th dose dependent sin 13 NA
73 273.79 temperature 20 10 > th dose independent rect. 14 14
93 274.98 temperature 15 10 > th dose dependent rect. 21 8
97 275.29 temperature 20 10 > th dose independent rect. 12 16
113 276.25 temperature 30 90 < th dose dependent rect. 17 14
115 276.47 temperature 20 270 > th dose independent sin 14 NA
123 277.05 temperature 15 720 > th dose dependent sin 18 NA
210 280.47 temperature 10 720 > th dose dependent rect. 12 6
231 281.40 temperature 20 10 > th dose independent rect. 23 5
245 281.87 temperature 30 10 < th dose dependent rect. 18 14
255 282.14 temperature 20 720 > th dose independent sin 18 NA
323 284.85 temperature 10 43200 > th dose independent rect. 10 9
355 285.87 temperature 20 270 > th dose independent rect. 23 1
413 287.88 temperature 25 720 < th dose dependent rect. 17 3
442 289.10 temperature 20 30 > th dose independent rect. 21 21
461 289.61 radiation 20 14400 < th dose independent rect. 19 11
495 290.49 temperature 20 720 > th dose independent rect. 11 7
606 293.70 temperature 20 720 > th dose independent rect. 14 4
614 293.87 temperature 25 720 < th dose dependent rect. 10 12
661 294.82 temperature 15 10 > th dose dependent rect. 23 5
702 295.56 temperature 20 720 > th dose independent rect. 15 2
721 295.98 temperature 25 270 < th dose dependent sin 16 NA
771 296.84 temperature 15 10 > th dose dependent rect. 14 14
776 296.88 temperature 25 270 < th dose dependent rect. 11 18
788 297.27 temperature 15 270 > th dose dependent rect. 23 1
902 299.31 radiation 10 4320 < th dose dependent rect. 19 10
915 299.49 temperature 20 4320 > th dose independent rect. 18 1
976 300.36 temperature 10 270 > th dose dependent rect. 19 22
983 300.44 radiation 1 720 < th dose dependent rect. 16 13
999 300.65 radiation 20 14400 < th dose independent rect. 22 8