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Os05g0496000

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 : 10.2 (0.0165) R2 : 0.714
β1 : 1.02 (0.0604) R2dD : 0.186 R2D : 0.0925
β2 : 1.01 (0.0393) R2dC : 0.416 R2C : 0.375
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.57 (0.0352) R2dN8 : 0.221 R2N8 : 0.104
σ : 0.31
deviance : 43.84
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_____
C
peak time of C : 23
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
35.59 0.28 10.2 1.04 0.468 0.587 0.652 -1.11 0.617 21.5 16.91 49 -- --
38.96 0.291 10.2 1.09 0.497 0.703 -0.0992 -- 0.622 20.2 15.92 113 -- --
36.06 0.28 10.2 1.02 0.467 0.61 -- -0.667 0.617 21.1 16.11 63 -- --
38.41 0.289 10.2 1.03 0.484 0.58 -- -- 0.612 21.2 14.96 68 -- --
42.18 0.302 10.1 1.02 -- 0.833 -- -0.677 0.629 -- 13.71 35 -- --
42.99 0.307 10.2 1 1.01 -- -0.447 -- 0.569 23 -- -- -- --
43.84 0.31 10.2 1.02 1.01 -- -- -- 0.57 23 -- -- -- --
43.81 0.308 10.1 1.02 -- 0.82 -- -- 0.616 -- 11.85 20 -- --
65.96 0.378 10.2 -- 0.427 0.612 -- -- 0.504 21.1 10 67 -- --
107.25 0.484 10.2 1.04 -- -- -- -- 0.578 -- -- -- -- --
71.34 0.395 10.2 -- 1.02 -- -- -- 0.457 23.1 -- -- -- --
70.58 0.391 10.2 -- -- 0.821 -- -- 0.51 -- 10 22 -- --
136.01 0.544 10.2 -- -- -- -- -- 0.462 -- -- -- -- --

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 34.49 humidity 70.0 1440 > th dose dependent rect. 11 1
2 34.65 humidity 70.0 30 > th dose dependent rect. 9 11
6 35.02 humidity 80.0 1440 > th dose independent rect. 10 2
7 35.03 humidity 80.0 1440 < th dose independent rect. 10 2
18 35.47 radiation 20.0 90 < th dose dependent rect. 6 23
19 35.47 radiation 20.0 30 < th dose dependent rect. 18 23
21 35.51 humidity 80.0 30 < th dose independent rect. 7 11
38 35.70 humidity 80.0 720 < th dose independent rect. 10 5
57 35.92 humidity 80.0 30 < th dose independent rect. 24 18
83 36.11 humidity 90.0 1440 < th dose dependent rect. 11 1
95 36.24 humidity 80.0 10 > th dose independent rect. 8 12
100 36.26 radiation 20.0 30 < th dose dependent no NA NA
103 36.26 radiation 20.0 30 < th dose dependent rect. 9 23
108 36.27 radiation 20.0 30 < th dose dependent rect. 13 23
109 36.27 radiation 20.0 30 < th dose dependent rect. 15 23
116 36.29 radiation 20.0 30 < th dose dependent rect. 11 23
119 36.32 wind 1.0 43200 > th dose independent rect. 5 1
152 36.45 humidity 90.0 720 < th dose dependent rect. 10 5
164 36.52 humidity 70.0 10 > th dose dependent sin 22 NA
207 36.74 radiation 10.0 90 > th dose independent no NA NA
208 36.74 radiation 10.0 90 > th dose independent rect. 6 12
313 36.82 wind 1.0 14400 < th dose independent rect. 4 2
317 36.82 radiation 20.0 90 < th dose dependent rect. 21 23
366 36.92 humidity 80.0 30 < th dose independent rect. 20 22
377 36.95 radiation 20.0 30 < th dose dependent rect. 18 20
386 36.97 radiation 10.0 90 < th dose independent rect. 6 23
409 37.01 humidity 90.0 30 < th dose dependent rect. 6 12
447 37.09 humidity 60.0 10 > th dose dependent rect. 18 22
481 37.15 humidity 70.0 270 > th dose independent rect. 22 21
526 37.23 radiation 10.0 90 > th dose independent sin 23 NA
539 37.25 humidity 90.0 30 < th dose dependent rect. 23 19
548 37.27 humidity 70.0 90 > th dose independent rect. 11 8
563 37.27 radiation 10.0 90 > th dose independent rect. 9 23
570 37.27 humidity 90.0 30 < th dose dependent rect. 20 22
571 37.27 humidity 60.0 10 > th dose dependent rect. 15 23
587 37.30 precipitation 0.1 14400 < th dose independent rect. 14 2
594 37.30 precipitation 0.1 14400 < th dose dependent rect. 14 2
615 37.33 precipitation 0.1 14400 > th dose independent rect. 14 2
618 37.33 precipitation 0.1 14400 > th dose dependent rect. 14 2
658 37.37 humidity 60.0 10 > th dose dependent rect. 13 23
674 37.40 humidity 80.0 10 < th dose independent sin 23 NA
702 37.42 precipitation 0.1 14400 > th dose independent rect. 13 4
704 37.42 humidity 60.0 10 > th dose dependent no NA NA
710 37.42 humidity 60.0 10 > th dose dependent rect. 9 23
712 37.43 precipitation 0.1 14400 < th dose independent rect. 13 4
714 37.43 precipitation 0.1 14400 > th dose independent rect. 10 7
720 37.43 precipitation 0.1 14400 < th dose dependent rect. 13 4
731 37.44 precipitation 0.1 14400 < th dose independent rect. 10 7
733 37.44 precipitation 0.1 14400 < th dose dependent rect. 10 7
760 37.46 radiation 10.0 90 > th dose independent rect. 11 23
787 37.48 humidity 70.0 90 > th dose dependent rect. 23 21
803 37.50 humidity 90.0 10 < th dose dependent sin 21 NA
825 37.52 wind 1.0 14400 > th dose independent rect. 1 2
827 37.52 radiation 10.0 30 < th dose independent rect. 18 23
832 37.52 humidity 60.0 10 > th dose dependent rect. 11 23
833 37.52 humidity 60.0 10 > th dose dependent rect. 22 23
835 37.53 humidity 80.0 10 > th dose independent sin 23 NA
867 37.55 precipitation 0.1 14400 > th dose independent rect. 9 10
883 37.56 precipitation 0.1 14400 < th dose independent rect. 9 10
893 37.56 precipitation 0.1 14400 < th dose dependent rect. 9 10
909 37.57 precipitation 0.1 14400 > th dose dependent rect. 10 7
942 37.59 wind 1.0 43200 < th dose dependent rect. 5 2
944 37.59 precipitation 0.1 14400 > th dose dependent rect. 13 4
983 37.61 humidity 70.0 10 > th dose dependent rect. 24 20
986 37.62 wind 1.0 14400 < th dose independent rect. 1 5
989 37.62 precipitation 0.1 14400 > th dose independent rect. 5 14
990 37.62 precipitation 0.1 14400 < th dose independent rect. 5 14
1000 37.62 precipitation 0.1 14400 < th dose dependent rect. 5 14