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Os03g0126600

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.9 (0.0259) R2 : 0.485
β1 : -1.69 (0.0948) R2dD : 0.375 R2D : 0.243
β2 : 0.501 (0.0617) R2dC : 0.0747 R2C : 0.0268
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.58 (0.0553) R2dN8 : 0.167 R2N8 : 0.042
σ : 0.487
deviance : 108.06
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_____
C
peak time of C : 0.91
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

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
97.7 0.464 10.9 -1.53 0.498 -0.0134 0.14 2.71 -0.538 1.24 40.03 714 -- --
106.06 0.48 10.9 -1.58 0.526 0.301 -0.0712 -- -0.597 1.04 33.5 6310 -- --
97.78 0.461 10.9 -1.54 0.499 -0.012 -- 2.67 -0.539 1.24 40 714 -- --
104.86 0.477 10.9 -1.61 0.506 0.374 -- -- -0.674 0.98 29.98 7621 -- --
111.97 0.493 10.9 -1.53 -- -0.157 -- 2.94 -0.534 -- 43.34 604 -- --
108.03 0.487 10.9 -1.7 0.501 -- -0.0955 -- -0.581 0.973 -- -- -- --
108.06 0.487 10.9 -1.69 0.501 -- -- -- -0.58 0.91 -- -- -- --
106.25 0.482 10.9 -1.68 -- -0.737 -- -- -0.579 -- -0.03524 8377 -- --
146.79 0.564 10.9 -- 0.435 1.05 -- -- -0.266 1.06 56.3 28412 -- --
123.69 0.52 10.9 -1.68 -- -- -- -- -0.571 -- -- -- -- --
183.77 0.634 10.9 -- 0.474 -- -- -- -0.391 0.754 -- -- -- --
159.06 0.587 10.8 -- -- 1.03 -- -- -0.127 -- 57.95 47520 -- --
197.8 0.656 10.9 -- -- -- -- -- -0.385 -- -- -- -- --

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 96.25 atmosphere 1005.0 270 > th dose dependent rect. 24 7
3 96.43 radiation 30.0 720 > th dose dependent rect. 14 21
4 96.44 wind 5.0 270 < th dose independent rect. 23 10
6 96.53 atmosphere 1005.0 10 > th dose dependent rect. 3 6
7 96.60 radiation 40.0 720 > th dose dependent rect. 9 2
27 96.73 atmosphere 1000.0 90 > th dose independent rect. 9 17
29 96.78 radiation 40.0 720 > th dose dependent sin 9 NA
37 96.95 temperature 25.0 10 > th dose independent rect. 4 5
72 97.24 atmosphere 995.0 270 > th dose dependent rect. 9 14
73 97.25 atmosphere 1005.0 270 > th dose dependent rect. 2 3
87 97.40 radiation 10.0 43200 > th dose independent rect. 10 1
89 97.40 humidity 80.0 43200 > th dose dependent rect. 21 1
96 97.51 wind 1.0 90 > th dose independent rect. 3 17
144 97.65 atmosphere 1000.0 90 > th dose independent rect. 9 7
147 97.66 atmosphere 1000.0 10 > th dose independent rect. 11 16
151 97.68 humidity 80.0 43200 < th dose independent rect. 5 10
152 97.69 humidity 80.0 43200 < th dose independent rect. 4 12
193 97.73 radiation 40.0 720 > th dose dependent no NA NA
335 97.78 humidity 80.0 43200 < th dose independent rect. 3 14
337 97.78 humidity 80.0 43200 > th dose dependent rect. 20 3
377 97.85 temperature 25.0 1440 > th dose independent rect. 20 2
398 97.87 temperature 30.0 14400 < th dose independent rect. 15 1
401 97.87 humidity 70.0 43200 > th dose dependent rect. 8 17
403 97.88 humidity 80.0 43200 < th dose independent sin 2 NA
410 97.90 humidity 70.0 43200 > th dose dependent rect. 11 13
411 97.91 atmosphere 995.0 90 > th dose dependent rect. 11 15
412 97.92 humidity 60.0 43200 > th dose dependent rect. 12 1
414 97.93 atmosphere 1000.0 10 > th dose independent rect. 9 7
418 97.94 temperature 25.0 1440 < th dose independent rect. 18 11
424 97.96 temperature 30.0 14400 > th dose independent rect. 15 1
427 97.97 radiation 40.0 720 > th dose independent rect. 14 21
431 97.98 humidity 70.0 43200 > th dose dependent sin 19 NA
435 97.99 temperature 25.0 1440 < th dose independent rect. 20 2
436 97.99 temperature 10.0 270 > th dose dependent rect. 23 10
437 98.00 atmosphere 1015.0 270 < th dose dependent rect. 13 7
451 98.06 temperature 25.0 1440 > th dose independent rect. 18 11
602 98.12 temperature 25.0 1440 > th dose dependent rect. 14 1
621 98.14 radiation 40.0 720 > th dose independent sin 12 NA
623 98.14 temperature 30.0 720 < th dose independent rect. 14 16
624 98.14 temperature 25.0 14400 > th dose dependent rect. 17 1
644 98.15 atmosphere 1000.0 30 > th dose independent rect. 20 20
653 98.17 radiation 20.0 10 < th dose dependent rect. 23 23
659 98.19 humidity 80.0 43200 > th dose independent rect. 3 18
663 98.20 humidity 80.0 43200 > th dose independent rect. 4 12
669 98.24 humidity 70.0 43200 > th dose dependent rect. 2 19
671 98.25 humidity 70.0 720 < th dose dependent rect. 16 1
674 98.26 temperature 30.0 720 < th dose independent rect. 14 7
685 98.29 humidity 80.0 43200 > th dose independent rect. 5 10
686 98.29 humidity 80.0 43200 > th dose independent rect. 3 14
689 98.30 precipitation 0.1 43200 > th dose dependent rect. 17 3
695 98.31 humidity 70.0 43200 > th dose dependent rect. 2 17
702 98.33 humidity 60.0 43200 > th dose dependent rect. 12 3
703 98.33 radiation 20.0 10 < th dose dependent rect. 6 14
711 98.35 humidity 80.0 43200 > th dose independent sin 2 NA
714 98.36 temperature 30.0 14400 < th dose independent rect. 14 10
723 98.36 humidity 60.0 720 > th dose independent rect. 11 19
724 98.36 temperature 10.0 270 > th dose dependent rect. 3 16
727 98.36 atmosphere 995.0 90 > th dose dependent rect. 9 17
729 98.37 temperature 25.0 1440 < th dose independent rect. 19 5
745 98.38 radiation 1.0 720 < th dose dependent rect. 5 18
752 98.40 humidity 60.0 720 > th dose independent sin 15 NA
770 98.40 humidity 70.0 720 < th dose dependent rect. 15 3
791 98.41 humidity 70.0 43200 > th dose dependent rect. 3 13
792 98.41 temperature 20.0 720 > th dose dependent rect. 23 19
795 98.42 humidity 70.0 43200 > th dose dependent sin 2 NA
801 98.43 temperature 25.0 1440 > th dose dependent rect. 17 12
805 98.44 humidity 70.0 43200 > th dose independent rect. 13 2
811 98.44 temperature 25.0 1440 > th dose dependent rect. 12 17
822 98.46 atmosphere 1000.0 270 > th dose independent rect. 7 7
824 98.46 humidity 80.0 43200 < th dose independent rect. 2 18
830 98.47 humidity 60.0 720 > th dose independent rect. 13 17
840 98.49 temperature 25.0 1440 > th dose dependent rect. 12 3
841 98.49 wind 1.0 43200 < th dose dependent rect. 16 4
866 98.50 temperature 30.0 720 > th dose dependent rect. 16 20
869 98.51 temperature 30.0 720 < th dose independent rect. 14 22
870 98.51 temperature 25.0 1440 > th dose dependent rect. 14 15
888 98.53 temperature 25.0 1440 > th dose dependent rect. 12 9
919 98.56 temperature 25.0 1440 > th dose dependent rect. 17 1
924 98.57 temperature 30.0 720 > th dose independent rect. 17 21
961 98.59 radiation 1.0 1440 < th dose dependent sin 23 NA
962 98.59 temperature 25.0 1440 > th dose dependent rect. 17 4
978 98.60 temperature 25.0 1440 > th dose dependent rect. 14 7
992 98.61 radiation 1.0 720 < th dose dependent rect. 5 20