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Os10g0508600

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 : 9.89 (0.0178) R2 : 0.414
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.686 (0.0427) R2dC : 0.332 R2C : 0.315
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.288 (0.0374) R2dN8 : 0.0982 R2N8 : 0.0815
σ : 0.336
deviance : 51.44
__
_____
C
peak time of C : 1.21
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 = humidity, 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
34.43 0.276 9.89 0.638 0.784 -0.662 0.451 -0.0157 0.293 1.17 73.92 1235 -- --
34.42 0.273 9.88 0.638 0.788 -0.662 0.449 -- 0.292 1.14 74 1222 -- --
35.22 0.276 9.88 0.64 0.793 -0.677 -- 0.178 0.295 1.15 74 1213 -- --
35.25 0.277 9.89 0.621 0.786 -0.652 -- -- 0.293 1.15 74 1219 -- --
49.84 0.329 9.86 0.514 -- -0.933 -- -0.0135 0.363 -- 111.6 5 -- --
44.38 0.312 9.87 0.513 0.678 -- 0.328 -- 0.345 1.19 -- -- -- --
44.82 0.314 9.87 0.501 0.677 -- -- -- 0.344 1.18 -- -- -- --
49.84 0.329 9.86 0.514 -- -0.934 -- -- 0.363 -- 122.3 5 -- --
45.08 0.313 9.89 -- 0.801 -0.546 -- -- 0.271 1.15 85.07 1194 -- --
73.21 0.4 9.86 0.527 -- -- -- -- 0.357 -- -- -- -- --
51.44 0.336 9.89 -- 0.686 -- -- -- 0.288 1.21 -- -- -- --
56.81 0.351 9.87 -- -- -0.941 -- -- 0.306 -- 143.6 5 -- --
80.54 0.419 9.88 -- -- -- -- -- 0.299 -- -- -- -- --

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 34.44 radiation 20 4320 > th dose dependent rect. 16 16
2 34.65 temperature 20 14400 > th dose independent rect. 20 3
4 34.69 temperature 20 14400 < th dose independent rect. 20 2
8 34.73 temperature 20 14400 > th dose independent rect. 19 6
32 35.03 humidity 70 1440 > th dose independent rect. 17 20
54 35.25 wind 9 43200 < th dose independent rect. 9 5
60 35.31 humidity 70 1440 < th dose independent rect. 16 21
66 35.33 radiation 20 4320 > th dose dependent rect. 7 1
71 35.35 wind 9 43200 < th dose independent rect. 4 10
73 35.35 humidity 80 1440 < th dose dependent rect. 6 14
76 35.36 humidity 70 1440 < th dose dependent rect. 15 23
77 35.37 wind 9 43200 > th dose independent rect. 9 5
83 35.38 wind 9 43200 < th dose independent rect. 21 17
91 35.39 humidity 70 1440 < th dose dependent rect. 7 11
109 35.40 humidity 70 1440 < th dose dependent rect. 9 9
114 35.40 humidity 80 1440 < th dose dependent rect. 17 21
116 35.41 wind 9 43200 > th dose independent rect. 10 3
123 35.41 humidity 70 1440 < th dose dependent rect. 11 23
127 35.42 wind 9 43200 < th dose independent rect. 21 19
134 35.43 temperature 25 14400 > th dose independent rect. 11 1
135 35.43 wind 9 43200 > th dose independent rect. 21 19
136 35.43 humidity 80 1440 < th dose dependent sin 0 NA
171 35.44 wind 9 43200 > th dose independent rect. 3 13
191 35.45 wind 9 43200 > th dose independent rect. 4 10
193 35.45 wind 9 43200 > th dose independent rect. 1 15
195 35.45 humidity 70 1440 < th dose dependent sin 22 NA
197 35.45 humidity 70 1440 < th dose dependent no NA NA
198 35.45 wind 7 43200 > th dose dependent rect. 9 5
269 35.45 humidity 70 1440 < th dose dependent rect. 9 23
275 35.46 temperature 25 14400 < th dose independent rect. 10 2
329 35.48 wind 9 43200 > th dose independent rect. 21 17
351 35.49 temperature 25 14400 < th dose dependent rect. 9 1
352 35.49 humidity 70 1440 < th dose dependent rect. 15 1
353 35.49 humidity 70 1440 < th dose dependent rect. 11 7
374 35.51 wind 9 43200 < th dose independent rect. 21 21
382 35.52 temperature 20 14400 > th dose independent sin 15 NA
383 35.52 humidity 90 14400 > th dose independent rect. 13 1
405 35.54 wind 9 43200 < th dose independent sin 3 NA
436 35.55 wind 9 43200 > th dose dependent rect. 10 8
509 35.59 wind 9 43200 > th dose independent sin 3 NA
518 35.59 temperature 25 14400 < th dose dependent rect. 17 1
562 35.62 radiation 30 4320 < th dose independent rect. 7 1
587 35.64 wind 3 4320 < th dose independent rect. 8 1
643 35.68 radiation 30 4320 > th dose independent rect. 16 16
658 35.69 wind 7 43200 > th dose dependent rect. 3 11
659 35.69 wind 9 14400 > th dose dependent rect. 18 19
663 35.70 wind 9 43200 < th dose independent rect. 15 23
676 35.71 radiation 30 4320 > th dose independent rect. 7 1
698 35.72 wind 9 43200 < th dose independent rect. 10 3
703 35.72 humidity 80 1440 < th dose dependent rect. 7 7
707 35.72 wind 7 43200 > th dose dependent rect. 21 19
709 35.73 humidity 90 14400 < th dose independent rect. 17 2
727 35.73 temperature 25 14400 < th dose dependent rect. 8 14
745 35.74 humidity 90 1440 < th dose dependent rect. 11 2
751 35.75 temperature 25 14400 < th dose independent rect. 13 1
766 35.76 humidity 80 1440 < th dose dependent rect. 9 5
771 35.77 radiation 30 4320 < th dose independent rect. 19 13
774 35.77 wind 9 43200 > th dose independent rect. 15 23
838 35.80 radiation 10 1440 < th dose independent rect. 15 3
867 35.82 temperature 20 14400 < th dose independent sin 15 NA
876 35.82 radiation 20 1440 < th dose dependent rect. 11 1
898 35.83 radiation 20 1440 < th dose independent rect. 11 22
899 35.83 humidity 50 1440 > th dose dependent rect. 11 2
908 35.83 wind 9 43200 > th dose dependent rect. 10 20
914 35.84 radiation 20 1440 < th dose independent rect. 11 1
929 35.85 humidity 70 1440 < th dose independent rect. 17 1
937 35.85 wind 7 43200 > th dose dependent sin 3 NA
966 35.87 radiation 30 4320 < th dose independent rect. 1 7
967 35.87 radiation 10 1440 < th dose independent rect. 15 9
976 35.87 radiation 20 1440 < th dose independent rect. 15 22
977 35.87 wind 9 43200 > th dose independent rect. 1 23
978 35.87 wind 9 43200 > th dose independent rect. 3 23