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Os10g0516400

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.2 (0.033) R2 : 0.373
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.58 (0.0962) R2dE : 0.372 R2E : 0.373
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0262 (0.0696) R2dN8 : 0.000256 R2N8 : 0.00116
σ : 0.62
deviance : 177.44
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 25.74
memory length : 1206
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 = 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
156.7 0.588 7.28 -1.07 0.408 1.74 0.881 -2.05 -0.158 2.55 25.81 1263 -- --
157.92 0.585 7.21 -0.578 0.392 1.57 0.777 -- -0.0642 2.72 25.62 1245 -- --
159.08 0.587 7.27 -1.03 0.409 1.77 -- -1.8 -0.156 3.19 25.84 1244 -- --
159.75 0.589 7.21 -0.581 0.412 1.58 -- -- -0.0413 3.38 25.84 1231 -- --
168.06 0.604 7.27 -1.01 -- 1.86 -- -1.75 -0.141 -- 25.73 1220 -- --
251.01 0.743 7.19 -0.0516 0.659 -- 1.19 -- 0.0752 2.22 -- -- -- --
256.16 0.749 7.19 -0.086 0.667 -- -- -- 0.0676 2.49 -- -- -- --
168.61 0.605 7.21 -0.587 -- 1.73 -- -- -0.0555 -- 25.44 1206 -- --
167.88 0.603 7.18 -- 0.421 1.46 -- -- 0.0815 3.36 26.4 1222 -- --
282.32 0.785 7.19 -0.0578 -- -- -- -- 0.0841 -- -- -- -- --
256.35 0.749 7.19 -- 0.665 -- -- -- 0.0772 2.48 -- -- -- --
177.44 0.62 7.2 -- -- 1.58 -- -- 0.0262 -- 25.74 1206 -- --
282.41 0.784 7.18 -- -- -- -- -- 0.0906 -- -- -- -- --

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
1 156.27 humidity 70 14400 < th dose independent rect. 18 13
2 156.58 humidity 70 14400 < th dose independent rect. 18 2
3 156.76 humidity 70 14400 < th dose independent rect. 18 4
13 157.97 radiation 20 14400 > th dose dependent rect. 16 15
14 158.09 radiation 20 14400 > th dose dependent rect. 16 1
29 158.83 wind 5 43200 > th dose independent rect. 11 1
30 158.83 humidity 70 14400 > th dose independent rect. 19 1
31 158.87 wind 5 43200 < th dose independent rect. 11 1
32 159.49 humidity 70 14400 > th dose independent rect. 18 13
35 159.64 radiation 1 1440 < th dose dependent rect. 18 10
36 159.67 radiation 1 1440 < th dose dependent rect. 18 1
39 159.81 humidity 70 14400 > th dose independent rect. 18 9
44 159.86 humidity 70 14400 > th dose independent rect. 18 5
49 160.16 radiation 1 1440 < th dose dependent rect. 18 7
63 160.83 radiation 1 1440 < th dose dependent rect. 18 5
66 160.97 wind 5 43200 > th dose dependent rect. 11 3
70 161.06 temperature 25 1440 > th dose dependent rect. 16 1
73 161.19 temperature 25 1440 > th dose dependent rect. 6 17
87 161.37 temperature 25 1440 > th dose dependent sin 20 NA
96 161.42 temperature 25 1440 > th dose dependent rect. 13 23
98 161.44 temperature 25 1440 > th dose dependent rect. 10 13
103 161.45 temperature 25 1440 > th dose dependent rect. 13 21
108 161.47 temperature 25 1440 > th dose dependent rect. 11 22
109 161.48 radiation 20 14400 < th dose independent rect. 16 1
139 161.59 temperature 25 1440 > th dose dependent rect. 15 4
158 161.66 temperature 25 1440 > th dose dependent rect. 20 23
162 161.68 temperature 25 1440 > th dose dependent no NA NA
171 161.70 temperature 25 1440 > th dose dependent rect. 18 23
180 161.74 radiation 20 14400 < th dose independent rect. 16 3
183 161.75 radiation 20 14400 < th dose independent rect. 16 11
214 161.85 radiation 20 14400 < th dose independent rect. 16 7
219 161.86 temperature 25 1440 > th dose dependent rect. 15 8
255 162.02 radiation 30 14400 < th dose dependent rect. 18 1
260 162.05 humidity 70 14400 < th dose dependent rect. 18 1
302 162.29 wind 5 43200 > th dose independent rect. 9 5
348 162.45 radiation 20 14400 < th dose dependent rect. 18 9
384 162.64 radiation 10 14400 < th dose dependent rect. 18 5
386 162.65 radiation 10 14400 < th dose dependent rect. 18 7
388 162.66 temperature 25 720 > th dose dependent rect. 18 15
419 162.85 radiation 1 4320 > th dose independent rect. 18 11
424 162.92 wind 7 43200 < th dose independent rect. 9 5
458 163.11 wind 5 43200 > th dose independent rect. 20 1
468 163.21 radiation 1 4320 < th dose independent rect. 18 11
469 163.23 wind 5 43200 < th dose independent rect. 20 1
482 163.33 humidity 90 43200 < th dose independent rect. 10 1
491 163.40 radiation 40 14400 < th dose dependent rect. 17 12
501 163.51 temperature 25 1440 > th dose dependent rect. 18 1
505 163.57 wind 5 43200 < th dose independent rect. 3 12
508 163.59 wind 5 43200 > th dose independent rect. 3 12
597 164.34 radiation 1 4320 < th dose independent rect. 18 1
599 164.34 radiation 1 4320 < th dose independent rect. 18 9
611 164.45 wind 5 43200 > th dose independent rect. 24 16
615 164.48 humidity 60 14400 < th dose dependent rect. 16 2
621 164.52 wind 5 43200 < th dose independent rect. 24 16
655 164.66 temperature 25 4320 < th dose independent rect. 7 2
661 164.69 radiation 1 4320 > th dose independent rect. 18 1
679 164.91 radiation 1 4320 < th dose independent rect. 18 5
681 164.91 wind 7 43200 < th dose independent rect. 24 14
683 164.95 wind 5 43200 > th dose dependent rect. 3 12
708 165.13 wind 7 43200 > th dose independent rect. 24 14
715 165.15 humidity 90 43200 > th dose dependent rect. 21 1
724 165.22 wind 5 43200 > th dose dependent rect. 24 15
727 165.23 wind 7 43200 < th dose independent rect. 19 20
730 165.27 humidity 90 43200 > th dose independent rect. 21 1
748 165.35 wind 7 43200 > th dose independent rect. 19 20
764 165.45 humidity 90 43200 > th dose independent rect. 9 2
766 165.46 wind 5 43200 > th dose independent sin 3 NA
767 165.46 radiation 40 4320 > th dose dependent rect. 13 1
787 165.69 wind 5 43200 < th dose independent sin 3 NA
795 165.80 temperature 30 1440 < th dose independent rect. 9 19
796 165.81 temperature 30 1440 < th dose independent sin 15 NA
816 165.85 temperature 30 1440 < th dose independent rect. 9 10
826 165.87 temperature 30 1440 < th dose independent rect. 9 13
867 166.03 temperature 30 1440 < th dose independent rect. 14 22
894 166.19 temperature 30 1440 > th dose independent sin 15 NA
899 166.21 temperature 25 4320 > th dose independent rect. 7 2
906 166.25 temperature 30 1440 < th dose independent rect. 17 23
929 166.40 temperature 25 14400 > th dose dependent rect. 18 1
940 166.45 temperature 30 1440 < th dose independent rect. 6 22
952 166.47 temperature 30 1440 < th dose independent rect. 21 22
958 166.48 temperature 30 1440 < th dose independent rect. 24 19
963 166.48 wind 7 43200 < th dose independent rect. 17 22
965 166.48 temperature 30 1440 < th dose independent rect. 2 23
968 166.49 temperature 30 1440 < th dose independent no NA NA
979 166.50 temperature 30 1440 < th dose independent rect. 6 13
981 166.50 temperature 30 1440 < th dose independent rect. 2 17