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Os11g0645800

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 : 6.31 (0.0263) R2 : 0.193
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.619 (0.068) R2dC : 0.148 R2C : 0.137
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.272 (0.0552) R2dN8 : 0.0555 R2N8 : 0.045
σ : 0.495
deviance : 111.91
__
_____
C
peak time of C : 19.3
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
101.05 0.472 6.32 0.0227 0.911 -0.602 -1.22 1.74 -0.313 21.9 20.04 97 -- --
107.77 0.483 6.32 0.0605 0.705 -0.472 -0.155 -- -0.281 20.6 177.5 103 -- --
103.72 0.474 6.31 0.0849 0.724 -0.532 -- 1.31 -0.293 20.9 72.98 110 -- --
107.32 0.482 6.32 0.0566 0.745 -0.609 -- -- -0.297 21.1 133.8 104 -- --
104.22 0.475 6.32 -0.0681 -- -0.856 -- 1.3 -0.391 -- 73.68 835 -- --
111.59 0.495 6.3 0.056 0.622 -- -0.308 -- -0.264 19.1 -- -- -- --
111.81 0.495 6.31 0.0613 0.62 -- -- -- -0.265 19.3 -- -- -- --
106.09 0.48 6.31 -0.0166 -- -0.858 -- -- -0.373 -- 143.1 889 -- --
107.4 0.483 6.32 -- 0.745 -0.615 -- -- -0.303 21.2 172.8 108 -- --
132.19 0.537 6.29 0.0504 -- -- -- -- -0.276 -- -- -- -- --
111.91 0.495 6.31 -- 0.619 -- -- -- -0.272 19.3 -- -- -- --
106.09 0.48 6.31 -- -- -0.852 -- -- -0.371 -- 157.8 889 -- --
132.25 0.537 6.29 -- -- -- -- -- -0.281 -- -- -- -- --

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 98.90 radiation 20 90 < th dose dependent rect. 1 23
2 99.35 radiation 20 90 < th dose independent rect. 1 22
9 100.18 radiation 30 14400 > th dose dependent rect. 7 1
26 100.38 radiation 10 1440 < th dose independent rect. 16 15
27 100.42 radiation 10 1440 < th dose independent rect. 16 5
28 100.42 radiation 10 1440 < th dose independent rect. 16 8
33 100.47 radiation 10 1440 < th dose independent rect. 16 13
42 100.82 humidity 60 720 > th dose independent rect. 17 20
43 100.84 humidity 60 270 > th dose independent rect. 15 15
45 100.85 radiation 20 90 < th dose dependent rect. 11 23
53 101.06 radiation 20 90 < th dose dependent rect. 15 23
54 101.12 radiation 20 90 < th dose dependent no NA NA
58 101.28 radiation 20 90 < th dose independent rect. 11 23
63 101.32 radiation 30 14400 < th dose independent rect. 3 5
65 101.35 temperature 30 270 < th dose independent rect. 15 15
72 101.40 radiation 30 14400 < th dose independent rect. 19 13
74 101.41 radiation 10 720 < th dose independent rect. 16 18
78 101.46 radiation 30 14400 < th dose independent rect. 23 9
81 101.46 radiation 20 90 < th dose independent rect. 9 23
82 101.48 radiation 10 14400 < th dose independent rect. 16 1
91 101.54 radiation 1 90 > th dose dependent rect. 13 23
94 101.55 radiation 20 90 < th dose dependent rect. 9 23
95 101.55 radiation 20 90 < th dose dependent rect. 21 23
97 101.58 radiation 10 14400 < th dose independent rect. 16 5
101 101.58 radiation 30 720 < th dose independent rect. 1 13
106 101.59 radiation 10 14400 < th dose independent rect. 16 12
108 101.60 radiation 10 14400 < th dose independent rect. 16 14
111 101.62 radiation 10 270 < th dose independent rect. 1 19
112 101.62 radiation 30 720 < th dose independent rect. 16 22
120 101.70 radiation 10 270 < th dose independent rect. 23 21
121 101.70 radiation 10 720 < th dose dependent rect. 16 18
123 101.71 radiation 10 90 < th dose independent rect. 6 17
126 101.75 radiation 30 720 < th dose independent rect. 7 16
136 101.77 radiation 30 720 < th dose independent rect. 7 23
142 101.85 radiation 30 720 < th dose independent rect. 9 14
144 101.86 radiation 20 90 < th dose independent no NA NA
145 101.86 humidity 60 720 > th dose independent rect. 1 13
159 101.93 radiation 10 1440 < th dose independent sin 12 NA
165 101.95 radiation 30 720 < th dose independent rect. 9 21
180 101.98 radiation 20 90 < th dose dependent rect. 15 20
191 102.02 radiation 1 720 > th dose dependent rect. 13 22
203 102.08 radiation 20 90 < th dose independent rect. 15 23
205 102.09 radiation 40 720 < th dose independent rect. 11 12
210 102.13 radiation 40 720 < th dose independent rect. 11 17
215 102.14 radiation 40 720 < th dose dependent rect. 1 13
219 102.15 humidity 70 90 > th dose independent rect. 17 15
224 102.15 radiation 20 90 < th dose independent rect. 17 23
236 102.20 radiation 10 14400 < th dose independent sin 13 NA
263 102.26 temperature 15 10 > th dose independent rect. 10 16
267 102.26 radiation 40 720 < th dose dependent rect. 16 22
271 102.28 radiation 30 1440 < th dose independent rect. 10 1
303 102.35 radiation 10 90 > th dose independent rect. 13 23
315 102.37 radiation 40 720 < th dose dependent rect. 1 23
316 102.38 radiation 1 90 > th dose dependent rect. 6 13
327 102.39 radiation 30 14400 < th dose independent rect. 15 17
395 102.49 humidity 70 30 > th dose independent rect. 12 20
396 102.49 humidity 70 90 > th dose independent rect. 1 22
425 102.54 radiation 1 14400 > th dose dependent rect. 17 13
426 102.55 radiation 40 720 < th dose independent sin 19 NA
440 102.56 radiation 40 720 < th dose dependent rect. 7 16
443 102.56 radiation 40 720 < th dose dependent rect. 7 23
451 102.58 radiation 10 90 < th dose independent sin 22 NA
472 102.61 humidity 60 270 > th dose independent rect. 2 17
480 102.62 radiation 10 720 < th dose dependent rect. 1 22
485 102.64 radiation 10 43200 > th dose independent rect. 5 1
495 102.64 radiation 40 720 < th dose independent rect. 11 10
514 102.65 radiation 30 720 < th dose independent rect. 22 16
519 102.66 temperature 25 10 > th dose independent rect. 18 2
521 102.66 radiation 30 720 < th dose independent rect. 1 18
529 102.67 radiation 10 270 < th dose dependent rect. 1 19
555 102.69 humidity 60 720 > th dose independent rect. 21 16
559 102.69 humidity 70 1440 < th dose dependent rect. 11 2
573 102.70 radiation 20 90 < th dose dependent rect. 5 23
596 102.72 radiation 1 90 > th dose dependent no NA NA
666 102.73 radiation 1 1440 > th dose dependent rect. 16 15
686 102.74 radiation 20 90 < th dose dependent rect. 5 18
712 102.77 humidity 80 14400 > th dose dependent rect. 2 2
720 102.77 radiation 10 14400 < th dose dependent rect. 16 17
733 102.78 radiation 20 720 < th dose independent rect. 5 23
738 102.78 radiation 1 720 > th dose dependent rect. 16 23
739 102.79 humidity 70 1440 > th dose independent rect. 17 1
747 102.79 radiation 10 1440 > th dose dependent rect. 10 1
763 102.80 radiation 1 14400 > th dose dependent rect. 16 16
766 102.81 radiation 20 720 < th dose independent no NA NA
806 102.84 radiation 40 720 < th dose independent rect. 11 8
817 102.85 temperature 25 10 > th dose dependent rect. 18 2
820 102.86 radiation 30 14400 > th dose independent rect. 16 16
833 102.87 radiation 30 14400 > th dose independent rect. 7 1
860 102.88 humidity 60 720 > th dose independent rect. 10 17
867 102.88 radiation 40 14400 < th dose dependent rect. 16 16
879 102.90 radiation 1 90 > th dose dependent sin 23 NA
887 102.91 radiation 10 90 < th dose independent rect. 6 13
888 102.91 humidity 60 720 > th dose independent rect. 9 14
899 102.92 radiation 30 720 < th dose independent rect. 20 18
906 102.92 humidity 70 14400 < th dose dependent rect. 17 1
910 102.92 radiation 10 720 < th dose dependent rect. 6 17
921 102.93 radiation 40 720 < th dose dependent no NA NA
923 102.93 radiation 40 720 < th dose dependent rect. 20 23
937 102.94 radiation 40 720 < th dose dependent rect. 5 23
947 102.96 radiation 10 720 < th dose independent rect. 1 9
956 102.96 radiation 1 720 > th dose dependent rect. 6 9
957 102.96 radiation 1 720 > th dose dependent rect. 10 23
974 102.98 radiation 20 90 < th dose dependent sin 3 NA
975 102.98 radiation 1 720 > th dose dependent rect. 6 13