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Os11g0189600

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

Description : Similar to Cycloartenol synthase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.79 (0.0498) R2 : 0.714
β1 : 5.89 (0.23) R2dD : 0.943 R2D : 0.164
β2 : 1.04 (0.103) R2dC : 0.0608 R2C : -0.0533
β3 : -2.57 (0.313) R2dE : 0.166 R2E : 0.00169
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -10.9 (1.1) R2dD*E : 0.361 R2D*E : -0.926
γ1 : 1.63 (0.0978) R2dN8 : 0.27 R2N8 : 0.00984
σ : 0.788
deviance : 286.17
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C
peak time of C : 1.47
E
wheather : radiation
threshold : 0.2081
memory length : 4284
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
282.88 0.79 5.8 5.77 1.33 -2.8 1.71 -10.9 1.57 1.36 0.1508 4392 -- --
341.72 0.868 6.04 4.33 0.878 0.323 0.93 -- 1.38 2.39 10.07 11106 -- --
286.17 0.788 5.79 5.89 1.04 -2.57 -- -10.9 1.63 1.47 0.2081 4284 -- --
323.68 0.838 6.1 4.34 1.08 -0.842 -- -- 1.13 2.06 11.67 12692 -- --
333.75 0.851 5.78 5.64 -- -2.92 -- -10.7 1.59 -- 0.1699 4204 -- --
343.83 0.869 6.04 4.34 1.17 -- 1.03 -- 1.38 1.69 -- -- -- --
347.9 0.873 6.05 4.31 1.18 -- -- -- 1.37 1.83 -- -- -- --
362.06 0.89 6.03 4.33 -- 0.865 -- -- 1.4 -- 11.67 12692 -- --
814.21 1.33 6.21 -- 1.22 -0.738 -- -- 0.653 1.81 14.66 12956 -- --
432.04 0.971 6.03 4.36 -- -- -- -- 1.4 -- -- -- -- --
836.79 1.35 6.15 -- 1.26 -- -- -- 0.892 1.92 -- -- -- --
805.38 1.32 6.14 -- -- 2.28 -- -- 0.927 -- 92.79 47520 -- --
932.39 1.43 6.14 -- -- -- -- -- 0.915 -- -- -- -- --

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
1 266.28 humidity 70 43200 < th dose dependent rect. 24 8
4 268.40 humidity 70 43200 < th dose independent rect. 1 6
6 269.42 humidity 70 43200 > th dose independent rect. 1 6
11 271.69 radiation 40 43200 > th dose independent rect. 7 1
27 271.69 radiation 40 43200 > th dose dependent rect. 7 1
43 271.94 humidity 70 43200 < th dose independent rect. 22 10
45 273.19 temperature 20 14400 < th dose dependent rect. 19 1
52 274.88 humidity 90 14400 < th dose independent rect. 4 2
54 275.25 temperature 20 14400 < th dose dependent rect. 6 15
56 275.35 temperature 20 14400 < th dose dependent sin 22 NA
57 275.41 temperature 20 14400 < th dose dependent sin 20 NA
59 275.41 temperature 20 14400 < th dose dependent rect. 5 17
74 276.22 temperature 15 14400 > th dose independent rect. 6 4
78 276.44 humidity 70 43200 > th dose independent rect. 22 10
126 277.79 temperature 20 14400 < th dose dependent rect. 11 10
139 278.09 temperature 20 14400 < th dose dependent rect. 6 4
151 278.34 temperature 20 14400 < th dose independent rect. 17 1
163 278.65 temperature 15 14400 > th dose independent rect. 14 19
175 278.83 temperature 15 14400 > th dose independent rect. 2 19
178 278.89 temperature 15 14400 > th dose independent rect. 24 21
190 279.07 temperature 20 14400 < th dose independent rect. 14 5
250 279.66 temperature 15 14400 > th dose independent rect. 4 17
257 279.76 temperature 15 14400 > th dose independent rect. 15 14
270 279.86 humidity 90 14400 > th dose independent rect. 5 1
288 280.03 temperature 15 14400 > th dose independent sin 13 NA
304 280.09 temperature 15 14400 > th dose independent rect. 4 23
323 280.20 temperature 15 14400 > th dose independent no NA NA
329 280.24 temperature 15 14400 < th dose independent rect. 24 9
331 280.26 temperature 15 14400 > th dose independent rect. 18 23
349 280.43 temperature 15 14400 < th dose independent rect. 2 19
351 280.44 temperature 15 14400 > th dose independent rect. 7 23
352 280.45 temperature 15 14400 < th dose independent rect. 5 5
366 280.53 temperature 15 14400 < th dose independent rect. 2 16
370 280.55 temperature 15 14400 < th dose independent rect. 2 1
371 280.55 temperature 15 14400 < th dose independent rect. 15 19
377 280.58 temperature 15 14400 > th dose independent sin 3 NA
399 280.68 temperature 20 14400 < th dose independent rect. 6 13
437 280.94 temperature 15 14400 > th dose independent rect. 5 6
464 281.09 temperature 15 14400 < th dose independent rect. 15 15
474 281.12 wind 1 14400 < th dose independent rect. 1 5
486 281.18 temperature 20 14400 > th dose independent rect. 6 12
488 281.19 temperature 15 14400 > th dose independent rect. 24 11
512 281.30 wind 1 14400 < th dose dependent rect. 1 5
514 281.32 temperature 15 14400 > th dose independent rect. 2 1
525 281.40 temperature 15 14400 > th dose independent rect. 24 9
573 281.65 temperature 15 14400 > th dose independent rect. 8 1
617 281.89 humidity 60 43200 > th dose independent rect. 5 2
620 281.92 temperature 20 14400 < th dose dependent no NA NA
621 281.94 temperature 15 14400 < th dose independent sin 10 NA
640 282.03 temperature 20 14400 > th dose independent rect. 17 1
661 282.10 temperature 20 14400 < th dose dependent rect. 14 23
667 282.13 temperature 15 14400 > th dose independent rect. 23 5
702 282.29 temperature 15 14400 < th dose independent rect. 24 5
716 282.36 temperature 20 14400 > th dose independent rect. 11 8
755 282.55 temperature 20 14400 > th dose independent rect. 14 4
758 282.58 temperature 15 14400 < th dose independent rect. 8 2
794 282.76 temperature 15 14400 > th dose independent rect. 23 2
814 282.84 humidity 60 43200 > th dose independent rect. 20 13
900 283.39 temperature 15 14400 < th dose independent rect. 7 23
973 283.77 wind 1 14400 > th dose independent rect. 1 5
988 283.82 humidity 60 43200 < th dose independent rect. 20 13