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Os05g0105600

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

Description : YT521-B-like protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.77 (0.0262) R2 : 0.812
β1 : -1.68 (0.101) R2dD : 0.128 R2D : 0.0532
β2 : 2.72 (0.0668) R2dC : 0.689 R2C : 0.685
β3 : 0.864 (0.0814) R2dE : 0.0547 R2E : 0.0161
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.252 (0.0571) R2dN8 : 0.0125 R2N8 : -0.0152
σ : 0.487
deviance : 109.5
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C
peak time of C : 4.33
E
wheather : temperature
threshold : 24.29
memory length : 5907
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 = temperature, 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
110.17 0.493 9.76 -1.59 2.7 0.932 0.319 0.403 -0.27 4.36 21.42 4342 -- --
110.25 0.489 9.77 -1.7 2.7 0.943 0.324 -- -0.295 4.36 21.9 4357 -- --
109.94 0.488 9.77 -1.59 2.69 0.897 -- 0.484 -0.311 4.32 21.43 5796 -- --
109.5 0.487 9.77 -1.68 2.72 0.864 -- -- -0.252 4.33 24.29 5907 -- --
458.23 1 9.65 -0.51 -- -2 -- 2.76 0.301 -- 23.4 2705 -- --
136.66 0.548 9.73 -1.3 2.75 -- 0.356 -- -0.121 4.32 -- -- -- --
137 0.548 9.74 -1.31 2.75 -- -- -- -0.123 4.3 -- -- -- --
457.26 1 9.71 -0.931 -- -1.87 -- -- 0.14 -- 24.29 5907 -- --
170.94 0.609 9.7 -- 2.71 0.411 -- -- -0.0564 4.3 28.29 7203 -- --
545.3 1.09 9.75 -1.2 -- -- -- -- -0.0499 -- -- -- -- --
182.1 0.631 9.7 -- 2.73 -- -- -- 0.0227 4.31 -- -- -- --
479.21 1.02 9.68 -- -- -2.01 -- -- 0.269 -- 24.1 1245 -- --
583.2 1.13 9.72 -- -- -- -- -- 0.0831 -- -- -- -- --

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 97.69 temperature 30.0 720 < th dose dependent rect. 5 2
3 100.39 temperature 10.0 720 > th dose dependent rect. 18 18
10 101.57 radiation 10.0 1440 > th dose dependent rect. 16 1
11 101.59 temperature 10.0 720 > th dose dependent rect. 23 13
32 102.36 temperature 10.0 720 > th dose dependent rect. 23 6
36 102.61 radiation 40.0 1440 < th dose dependent rect. 16 14
37 102.70 temperature 10.0 720 > th dose dependent rect. 21 15
52 103.12 wind 9.0 43200 < th dose independent rect. 19 14
57 103.24 temperature 10.0 720 > th dose dependent sin 9 NA
61 103.34 temperature 30.0 720 < th dose dependent rect. 21 12
63 103.36 wind 9.0 43200 < th dose independent rect. 19 16
64 103.38 radiation 40.0 1440 < th dose dependent rect. 16 5
69 103.44 wind 9.0 43200 > th dose independent rect. 20 13
72 103.46 radiation 40.0 1440 < th dose dependent rect. 16 3
108 103.77 radiation 20.0 1440 < th dose independent rect. 16 13
109 103.78 radiation 20.0 1440 < th dose independent rect. 16 1
137 104.11 wind 7.0 43200 > th dose dependent rect. 20 14
152 104.27 temperature 25.0 720 < th dose independent rect. 5 3
155 104.29 radiation 30.0 1440 < th dose independent rect. 15 17
164 104.34 wind 5.0 43200 > th dose dependent rect. 5 5
210 104.95 temperature 30.0 720 < th dose dependent sin 8 NA
230 105.26 wind 7.0 43200 > th dose independent rect. 6 3
233 105.28 wind 7.0 43200 < th dose independent rect. 6 3
236 105.29 precipitation 0.1 43200 > th dose dependent rect. 2 16
248 105.39 precipitation 0.1 43200 > th dose dependent rect. 4 14
281 105.61 wind 9.0 43200 < th dose independent rect. 19 5
286 105.69 radiation 10.0 1440 > th dose independent rect. 16 1
287 105.70 temperature 20.0 43200 > th dose independent rect. 19 1
296 105.78 precipitation 0.1 43200 > th dose dependent rect. 17 16
303 105.86 precipitation 0.1 43200 > th dose dependent rect. 23 19
315 105.93 precipitation 0.1 43200 < th dose independent rect. 6 3
316 105.93 precipitation 0.1 43200 < th dose dependent rect. 6 3
322 105.96 precipitation 0.1 43200 > th dose dependent rect. 6 3
324 105.98 precipitation 0.1 43200 > th dose independent rect. 6 3
374 106.33 wind 9.0 43200 < th dose independent rect. 19 7
388 106.41 precipitation 0.1 43200 > th dose dependent rect. 2 19
410 106.53 temperature 20.0 43200 < th dose independent rect. 19 1
426 106.59 humidity 80.0 43200 > th dose dependent rect. 21 1
462 106.75 precipitation 0.1 43200 > th dose dependent rect. 23 22
479 106.80 precipitation 0.1 43200 > th dose dependent rect. 20 22
502 106.86 temperature 20.0 43200 > th dose independent rect. 16 5
511 106.89 temperature 25.0 43200 < th dose dependent rect. 12 1
523 106.91 temperature 10.0 720 > th dose dependent rect. 17 13
561 107.05 temperature 25.0 14400 > th dose dependent rect. 19 1
566 107.05 precipitation 0.1 43200 > th dose dependent rect. 17 10
582 107.09 temperature 20.0 43200 > th dose independent rect. 12 9
585 107.11 wind 9.0 43200 > th dose independent rect. 19 5
603 107.12 humidity 90.0 43200 > th dose independent rect. 10 1
703 107.33 humidity 90.0 43200 > th dose independent rect. 9 4
729 107.39 precipitation 0.1 43200 < th dose independent rect. 17 16
732 107.39 precipitation 0.1 43200 < th dose dependent rect. 17 16
736 107.40 precipitation 0.1 43200 > th dose dependent rect. 2 22
739 107.41 radiation 10.0 14400 > th dose independent rect. 17 13
745 107.43 radiation 10.0 14400 > th dose independent rect. 17 1
766 107.44 precipitation 0.1 43200 > th dose independent rect. 17 16
780 107.46 wind 9.0 43200 < th dose independent sin 10 NA
783 107.46 precipitation 0.1 43200 > th dose independent rect. 3 15
799 107.48 wind 7.0 43200 > th dose dependent rect. 20 5
800 107.48 temperature 25.0 43200 < th dose dependent rect. 10 8
810 107.49 wind 7.0 43200 > th dose dependent rect. 20 7
819 107.50 temperature 25.0 43200 < th dose dependent rect. 17 1
824 107.51 wind 9.0 43200 > th dose independent sin 10 NA
833 107.52 precipitation 0.1 43200 < th dose independent rect. 3 15
834 107.52 wind 7.0 43200 > th dose dependent sin 9 NA
837 107.52 precipitation 0.1 43200 < th dose dependent rect. 3 15
844 107.54 precipitation 0.1 43200 > th dose dependent sin 2 NA
845 107.54 humidity 90.0 43200 > th dose dependent rect. 9 4
850 107.54 precipitation 0.1 43200 > th dose dependent rect. 19 15
860 107.56 temperature 20.0 43200 < th dose independent rect. 16 5
887 107.58 wind 9.0 43200 > th dose independent rect. 17 18
974 107.69 temperature 20.0 43200 < th dose independent rect. 12 10
1000 107.71 humidity 70.0 43200 > th dose dependent rect. 3 18