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Os03g0663500

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

Description : Similar to Osmotin precursor.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.25 (0.0646) R2 : 0.418
β1 : 1.14 (0.3) R2dD : 0.0346 R2D : -0.118
β2 : 1.35 (0.144) R2dC : 0.111 R2C : 0.0417
β3 : 1.59 (0.282) R2dE : 0.0504 R2E : 0.0303
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 9.63 (1.11) R2dD*E : 0.179 R2D*E : 0.0699
γ1 : 1.29 (0.134) R2dN8 : 0.169 R2N8 : 0.0696
σ : 1.14
deviance : 597.33
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C
peak time of C : 24
E
wheather : atmosphere
threshold : 1013
memory length : 11600
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 = atmosphere, 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
593.21 1.14 9.25 1.1 1.34 1.58 -0.976 9.63 1.29 0.00673 1013 11648 -- --
690.55 1.22 9.4 -0.492 1.31 2.76 -1.19 -- 1.21 0.137 1010 11321 -- --
597.33 1.14 9.25 1.14 1.35 1.59 -- 9.63 1.29 24 1013 11600 -- --
694.76 1.23 9.41 -0.479 1.39 2.65 -- -- 1.13 0.0544 1010 11620 -- --
709.8 1.24 9.21 1.27 -- 1.54 -- 10 1.32 -- 1013 11239 -- --
822.56 1.34 9.44 -0.0441 1.36 -- -1.03 -- 0.988 0.0668 -- -- -- --
827.19 1.35 9.44 -0.00336 1.37 -- -- -- 0.993 0.087 -- -- -- --
814.57 1.33 9.38 -0.437 -- 2.6 -- -- 1.15 -- 1010 11114 -- --
700.46 1.23 9.39 -- 1.38 2.53 -- -- 1.19 0.0242 1010 11616 -- --
944.71 1.44 9.41 0.0399 -- -- -- -- 1.01 -- -- -- -- --
827.19 1.35 9.44 -- 1.37 -- -- -- 0.993 0.0869 -- -- -- --
819.3 1.33 9.36 -- -- 2.5 -- -- 1.21 -- 1010 11101 -- --
944.76 1.43 9.41 -- -- -- -- -- 1.01 -- -- -- -- --

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
1 569.99 wind 3.0 14400 > th dose dependent rect. 17 2
5 582.37 wind 7.0 43200 > th dose dependent rect. 18 1
8 590.36 wind 5.0 14400 < th dose independent rect. 18 1
15 594.13 humidity 70.0 43200 < th dose independent rect. 15 1
16 594.53 wind 9.0 43200 < th dose independent rect. 18 1
18 595.26 humidity 70.0 43200 > th dose independent rect. 15 1
20 595.53 wind 9.0 43200 > th dose independent rect. 18 1
23 597.35 humidity 70.0 43200 > th dose independent rect. 12 5
25 598.31 wind 5.0 14400 > th dose independent rect. 17 2
39 602.07 wind 5.0 14400 < th dose independent rect. 15 5
45 603.33 humidity 70.0 43200 > th dose independent rect. 12 2
46 603.33 wind 9.0 14400 < th dose dependent rect. 17 2
47 603.69 humidity 60.0 43200 > th dose dependent rect. 10 5
48 603.72 humidity 90.0 43200 < th dose dependent rect. 13 2
65 605.02 wind 1.0 43200 < th dose dependent rect. 2 3
68 605.36 humidity 90.0 43200 < th dose dependent rect. 10 5
73 605.57 humidity 60.0 43200 > th dose dependent rect. 13 1
85 606.33 wind 1.0 43200 < th dose independent rect. 3 2
96 607.16 wind 9.0 14400 < th dose dependent rect. 15 4
128 608.43 wind 1.0 43200 > th dose independent rect. 3 2
135 608.65 radiation 10.0 43200 < th dose independent rect. 14 1
170 610.45 temperature 25.0 14400 > th dose dependent rect. 24 1
191 611.01 humidity 60.0 43200 > th dose dependent rect. 10 1
201 611.37 radiation 10.0 43200 > th dose independent rect. 14 1
205 611.54 humidity 80.0 43200 < th dose independent rect. 9 2
233 612.51 precipitation 0.1 43200 > th dose dependent rect. 13 3
243 612.83 humidity 80.0 43200 > th dose dependent rect. 14 1
264 613.20 precipitation 0.1 43200 > th dose dependent rect. 19 1
272 613.45 humidity 60.0 43200 > th dose dependent sin 23 NA
294 613.70 humidity 80.0 43200 > th dose independent rect. 9 1
300 613.88 precipitation 0.1 43200 > th dose independent rect. 19 1
308 614.04 precipitation 0.1 43200 < th dose independent rect. 19 1
309 614.04 precipitation 0.1 43200 < th dose dependent rect. 19 1
314 614.27 wind 9.0 14400 < th dose dependent rect. 15 1
315 614.28 humidity 90.0 43200 < th dose dependent sin 23 NA
327 614.46 precipitation 0.1 43200 > th dose dependent rect. 2 15
430 616.10 radiation 10.0 14400 > th dose independent rect. 11 3
445 616.25 radiation 40.0 4320 > th dose dependent rect. 14 19
471 616.60 humidity 70.0 43200 < th dose independent rect. 10 20
479 616.65 humidity 80.0 43200 > th dose independent rect. 8 3
503 616.79 precipitation 0.1 43200 > th dose dependent rect. 23 18
521 617.01 humidity 90.0 43200 < th dose dependent rect. 10 1
536 617.15 wind 9.0 14400 < th dose dependent rect. 14 7
544 617.18 humidity 70.0 43200 > th dose independent sin 21 NA
587 617.48 atmosphere 1000.0 14400 > th dose dependent rect. 3 1
588 617.49 humidity 70.0 43200 < th dose independent sin 20 NA
600 617.55 precipitation 0.1 43200 > th dose dependent rect. 3 3
605 617.60 precipitation 0.1 43200 > th dose dependent rect. 3 11
610 617.64 radiation 10.0 14400 < th dose independent rect. 11 1
698 618.20 radiation 10.0 43200 < th dose dependent rect. 13 2
785 618.64 humidity 70.0 43200 > th dose independent rect. 19 23
791 618.71 radiation 10.0 14400 < th dose independent rect. 10 4
824 618.89 precipitation 0.1 43200 > th dose dependent rect. 3 5
835 618.96 precipitation 0.1 43200 > th dose dependent rect. 3 7
867 619.17 humidity 70.0 43200 < th dose independent rect. 1 18
901 619.23 precipitation 0.1 43200 > th dose dependent rect. 24 4
980 619.50 humidity 70.0 43200 < th dose independent rect. 13 23