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Os03g0276500

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

Description : Similar to Heat shock protein 70.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.5 (0.0352) R2 : 0.665
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.57 (0.0856) R2dC : 0.667 R2C : 0.663
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.106 (0.0739) R2dN8 : 0.00195 R2N8 : -0.0023
σ : 0.662
deviance : 200.33
__
_____
C
peak time of C : 9.91
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
169.87 0.612 13.6 0.252 1.73 -1.03 0.658 -0.996 -0.15 8.39 5.193 55 -- --
172.81 0.612 13.6 0.222 1.76 -0.942 1.58 -- -0.146 8.67 5.038 51 -- --
170.77 0.609 13.6 0.282 1.69 -1.05 -- -1.2 -0.145 8.32 5.23 51 -- --
180.93 0.626 13.6 0.266 1.7 -1.03 -- -- -0.153 8.4 4.934 51 -- --
255.03 0.748 13.6 0.269 -- -1.79 -- -1.15 -0.143 -- 5.23 51 -- --
189.49 0.645 13.5 0.223 2.58 -- 1.5 -- -0.0773 9.94 -- -- -- --
198.25 0.659 13.5 0.28 2.57 -- -- -- -0.0746 9.92 -- -- -- --
263.19 0.759 13.6 0.272 -- -1.79 -- -- -0.145 -- 5.23 51 -- --
182.82 0.63 13.6 -- 1.71 -1.01 -- -- -0.179 8.43 4.75 51 -- --
594.94 1.14 13.6 0.251 -- -- -- -- -0.0748 -- -- -- -- --
200.33 0.662 13.5 -- 2.57 -- -- -- -0.106 9.91 -- -- -- --
265.14 0.761 13.6 -- -- -1.79 -- -- -0.176 -- 5.23 51 -- --
596.6 1.14 13.6 -- -- -- -- -- -0.103 -- -- -- -- --

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
1 160.93 temperature 25.0 720 > th dose independent rect. 16 3
2 161.30 temperature 15.0 90 > th dose dependent rect. 18 10
5 162.10 wind 5.0 90 < th dose independent rect. 17 12
8 162.76 radiation 10.0 30 < th dose dependent rect. 18 22
19 163.74 temperature 10.0 270 > th dose dependent rect. 16 11
24 164.63 temperature 10.0 30 > th dose dependent rect. 5 13
28 164.88 temperature 20.0 30 > th dose independent rect. 5 13
36 165.54 temperature 10.0 720 > th dose dependent rect. 17 2
45 165.82 wind 5.0 270 < th dose independent rect. 15 12
53 166.19 wind 5.0 90 > th dose dependent sin 13 NA
59 166.41 radiation 10.0 30 < th dose dependent rect. 18 16
74 167.10 temperature 30.0 720 < th dose dependent rect. 15 2
77 167.19 wind 7.0 720 < th dose independent rect. 17 2
83 167.45 temperature 25.0 720 < th dose independent rect. 15 3
90 167.79 temperature 25.0 720 < th dose independent rect. 14 5
93 167.87 radiation 10.0 30 < th dose dependent rect. 18 14
100 167.96 wind 5.0 90 > th dose independent sin 14 NA
104 168.05 wind 5.0 90 > th dose independent rect. 15 12
106 168.12 wind 9.0 720 < th dose independent rect. 7 22
110 168.19 wind 5.0 90 < th dose independent sin 14 NA
111 168.20 wind 5.0 90 > th dose independent rect. 15 15
112 168.20 wind 5.0 90 > th dose dependent rect. 15 15
116 168.23 wind 5.0 90 > th dose dependent rect. 15 12
170 169.07 temperature 25.0 720 > th dose independent rect. 11 8
177 169.17 temperature 15.0 720 > th dose independent rect. 5 2
182 169.27 humidity 90.0 720 < th dose independent rect. 17 2
216 169.69 humidity 90.0 30 < th dose independent rect. 6 12
240 170.00 wind 7.0 90 > th dose independent sin 11 NA
244 170.01 radiation 10.0 10 < th dose dependent rect. 18 12
269 170.30 radiation 1.0 30 < th dose independent rect. 18 23
274 170.33 wind 5.0 90 > th dose dependent rect. 15 20
352 171.01 radiation 1.0 30 < th dose independent rect. 18 20
359 171.06 wind 9.0 720 < th dose independent rect. 2 17
361 171.07 radiation 1.0 30 < th dose independent rect. 18 14
393 171.39 temperature 15.0 720 > th dose independent rect. 19 22
403 171.47 wind 7.0 90 < th dose dependent rect. 18 1
416 171.61 wind 9.0 90 < th dose dependent rect. 18 11
430 171.74 radiation 10.0 90 < th dose dependent rect. 7 22
432 171.78 wind 5.0 90 < th dose independent rect. 18 1
437 171.81 temperature 20.0 30 > th dose independent rect. 18 11
467 171.96 wind 9.0 720 < th dose independent rect. 7 13
481 172.04 wind 9.0 720 < th dose independent rect. 8 11
488 172.08 radiation 1.0 720 > th dose independent rect. 5 2
507 172.12 wind 5.0 90 > th dose dependent rect. 11 19
514 172.17 wind 5.0 90 > th dose dependent rect. 11 16
517 172.19 wind 5.0 90 > th dose independent rect. 12 15
518 172.19 wind 7.0 270 > th dose dependent rect. 19 15
525 172.22 wind 5.0 90 > th dose independent rect. 12 18
560 172.37 wind 7.0 720 > th dose independent rect. 19 15
563 172.38 precipitation 0.1 720 < th dose independent rect. 17 2
564 172.38 precipitation 0.1 720 < th dose dependent rect. 17 2
577 172.43 wind 7.0 720 < th dose independent rect. 17 18
590 172.47 temperature 10.0 720 > th dose dependent rect. 5 2
601 172.49 temperature 25.0 270 > th dose independent rect. 16 11
604 172.49 radiation 10.0 30 < th dose dependent rect. 13 22
627 172.59 wind 5.0 90 < th dose independent rect. 17 22
646 172.70 radiation 1.0 30 < th dose independent rect. 18 12
659 172.77 precipitation 0.1 720 < th dose independent rect. 5 2
663 172.77 precipitation 0.1 720 < th dose dependent rect. 5 2
668 172.80 wind 5.0 90 < th dose independent rect. 7 23
698 172.93 wind 1.0 720 > th dose independent rect. 17 2
710 172.98 radiation 10.0 30 < th dose dependent no NA NA
712 172.99 radiation 10.0 30 < th dose dependent rect. 9 23
728 173.04 precipitation 0.1 90 < th dose independent rect. 18 1
729 173.04 precipitation 0.1 90 < th dose dependent rect. 18 1
738 173.08 radiation 10.0 30 < th dose dependent rect. 15 23
755 173.16 wind 1.0 90 > th dose independent rect. 18 1
780 173.31 wind 9.0 720 < th dose dependent rect. 5 2
799 173.39 humidity 90.0 270 < th dose dependent rect. 18 1
805 173.40 temperature 15.0 720 > th dose independent rect. 4 13
807 173.41 precipitation 0.1 30 < th dose independent rect. 18 11
809 173.41 precipitation 0.1 30 < th dose dependent rect. 18 11
825 173.46 radiation 20.0 720 < th dose independent rect. 5 2
828 173.47 temperature 10.0 90 > th dose independent rect. 18 1
830 173.47 humidity 50.0 90 > th dose independent rect. 18 1
831 173.47 atmosphere 1010.0 90 < th dose independent rect. 18 1
833 173.47 radiation 20.0 90 < th dose independent rect. 18 1
836 173.47 temperature 10.0 90 > th dose independent rect. 19 23
837 173.47 radiation 40.0 90 < th dose dependent rect. 18 1
838 173.48 radiation 20.0 90 < th dose dependent rect. 18 1
851 173.55 wind 7.0 720 < th dose independent rect. 5 2
854 173.55 temperature 30.0 720 < th dose independent rect. 5 2
855 173.55 humidity 50.0 720 > th dose independent rect. 5 2
857 173.55 atmosphere 995.0 720 > th dose independent rect. 5 2
858 173.55 atmosphere 1015.0 720 < th dose independent rect. 5 2
859 173.55 radiation 40.0 720 < th dose independent rect. 5 2
860 173.55 temperature 10.0 720 > th dose independent rect. 7 22
872 173.59 atmosphere 995.0 90 > th dose independent rect. 18 1
893 173.63 radiation 1.0 90 > th dose independent rect. 5 13
917 173.69 wind 7.0 270 > th dose independent rect. 11 23
923 173.73 temperature 15.0 720 > th dose independent rect. 20 11
936 173.81 temperature 10.0 720 > th dose independent rect. 17 2
937 173.81 atmosphere 1015.0 720 < th dose independent rect. 17 2
938 173.81 radiation 30.0 720 < th dose independent rect. 17 2
953 173.85 wind 7.0 720 < th dose independent rect. 16 21
973 173.91 wind 9.0 720 < th dose independent rect. 7 7