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Os04g0413000

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

Description : ABC transporter, transmembrane region, type 1 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.43 (0.0266) R2 : 0.745
β1 : -0.752 (0.0975) R2dD : 0.0345 R2D : 0.028
β2 : 2.43 (0.0688) R2dC : 0.7 R2C : 0.707
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.201 (0.0569) R2dN8 : 0.00942 R2N8 : 0.00371
σ : 0.501
deviance : 114.34
__
_____
C
peak time of C : 16.8
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 = 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
93.25 0.454 7.36 -0.207 2.45 0.173 -1.92 -2.83 -0.03 16.8 23.45 585 -- --
97.2 0.459 7.4 -0.442 2.44 1.07 -1.55 -- -0.0855 16.8 19.3 2296 -- --
98.2 0.462 7.35 -0.176 2.42 0.354 -- -2.65 -0.00335 16.8 23.32 1171 -- --
102.97 0.473 7.4 -0.38 2.41 1.13 -- -- -0.0639 16.8 19.36 2386 -- --
400.64 0.932 7.29 0.0405 -- 0.876 -- -2.96 0.0967 -- 26.37 1176 -- --
107.45 0.486 7.43 -0.743 2.44 -- -1.63 -- -0.193 16.7 -- -- -- --
114.34 0.501 7.43 -0.752 2.43 -- -- -- -0.201 16.8 -- -- -- --
402.76 0.935 7.37 -0.297 -- 1.65 -- -- -0.0663 -- 19.2 2579 -- --
103.81 0.475 7.4 -- 2.43 1.73 -- -- -0.0366 16.8 17.15 6692 -- --
427.1 0.966 7.41 -0.843 -- -- -- -- -0.265 -- -- -- -- --
129.23 0.532 7.41 -- 2.44 -- -- -- -0.118 16.8 -- -- -- --
404.5 0.937 7.35 -- -- 1.85 -- -- -0.0111 -- 19.3 2588 -- --
445.85 0.986 7.39 -- -- -- -- -- -0.171 -- -- -- -- --

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 85.60 temperature 15 270 > th dose dependent rect. 15 20
2 85.74 temperature 15 270 > th dose dependent rect. 16 18
8 87.02 temperature 30 30 < th dose dependent rect. 23 18
15 87.36 temperature 30 270 < th dose dependent rect. 20 19
27 87.91 temperature 20 270 > th dose independent rect. 16 19
59 89.30 humidity 90 14400 > th dose dependent rect. 5 2
63 89.44 temperature 15 270 > th dose independent rect. 7 13
94 90.25 humidity 90 14400 > th dose dependent rect. 4 4
117 90.65 humidity 90 14400 > th dose dependent rect. 24 15
120 90.67 humidity 90 14400 > th dose independent rect. 24 10
123 90.69 humidity 50 14400 > th dose independent rect. 19 5
125 90.70 humidity 90 14400 > th dose dependent rect. 3 7
144 90.81 humidity 90 14400 > th dose independent rect. 1 8
150 90.83 humidity 90 14400 > th dose dependent sin 5 NA
208 91.22 humidity 90 14400 > th dose independent rect. 3 5
210 91.23 humidity 90 14400 > th dose independent sin 8 NA
258 91.46 humidity 90 14400 > th dose independent rect. 4 3
279 91.57 humidity 90 14400 > th dose independent rect. 18 13
284 91.59 temperature 10 270 > th dose dependent sin 10 NA
374 91.88 humidity 90 14400 < th dose independent rect. 24 10
418 92.00 humidity 90 14400 > th dose dependent rect. 11 20
433 92.04 humidity 90 14400 > th dose dependent rect. 14 17
489 92.18 temperature 30 270 < th dose dependent sin 9 NA
502 92.21 humidity 90 14400 < th dose independent sin 8 NA
521 92.26 atmosphere 995 30 > th dose dependent rect. 23 18
530 92.28 humidity 90 14400 < th dose independent rect. 19 12
538 92.29 temperature 30 10 < th dose dependent rect. 23 13
553 92.32 temperature 10 720 > th dose dependent rect. 16 13
566 92.35 temperature 10 270 > th dose dependent rect. 16 10
578 92.37 temperature 30 30 < th dose independent rect. 23 18
580 92.37 humidity 90 14400 > th dose dependent rect. 22 4
584 92.39 humidity 90 14400 > th dose dependent no NA NA
651 92.59 radiation 20 4320 < th dose independent rect. 18 12
660 92.63 humidity 90 14400 < th dose independent rect. 2 6
669 92.64 atmosphere 1010 90 < th dose independent rect. 17 19
685 92.68 humidity 90 14400 > th dose dependent rect. 3 23
708 92.72 humidity 90 14400 > th dose dependent rect. 5 23
751 92.81 temperature 10 10 > th dose dependent sin 8 NA
757 92.83 humidity 80 14400 > th dose dependent rect. 20 8
763 92.85 humidity 90 14400 < th dose independent rect. 6 1
765 92.85 humidity 80 14400 > th dose dependent rect. 24 1
772 92.86 humidity 90 14400 > th dose dependent rect. 18 9
786 92.87 temperature 10 10 > th dose dependent rect. 7 16
796 92.89 humidity 90 14400 < th dose independent rect. 19 9
797 92.89 wind 1 30 > th dose independent rect. 23 18
798 92.89 temperature 20 270 < th dose independent rect. 20 18
803 92.90 humidity 90 14400 < th dose independent rect. 22 2
821 92.92 humidity 50 43200 < th dose dependent rect. 14 1
840 92.98 humidity 90 14400 > th dose independent rect. 22 5
868 93.03 humidity 90 14400 > th dose independent rect. 22 3
904 93.08 temperature 10 720 > th dose dependent rect. 7 22
917 93.11 temperature 25 1440 < th dose dependent rect. 6 5
976 93.21 humidity 50 43200 > th dose independent rect. 4 9