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Os01g0922000

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 : 6.19 (0.0225) R2 : 0.578
β1 : -0.894 (0.0833) R2dD : 0.12 R2D : 0.0621
β2 : 0.813 (0.0555) R2dC : 0.229 R2C : 0.358
β3 : -1.21 (0.103) R2dE : 0.178 R2E : 0.228
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.132 (0.0513) R2dN8 : 0.00998 R2N8 : -0.0296
σ : 0.408
deviance : 76.81
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C
peak time of C : 11.3
E
wheather : temperature
threshold : 25.6
memory length : 4
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
72.81 0.401 6.18 -0.791 0.804 -1.22 -1.08 -0.356 -0.112 11.6 25.58 6 -- --
72.99 0.398 6.19 -0.833 0.797 -1.22 -0.997 -- -0.128 11.5 25.67 4 -- --
76.48 0.407 6.19 -0.962 0.804 -1.21 -- 0.401 -0.148 11.3 25.63 4 -- --
76.81 0.408 6.19 -0.894 0.813 -1.21 -- -- -0.132 11.3 25.6 4 -- --
107.42 0.483 6.25 -1.22 -- -1.7 -- 1.19 -0.257 -- 29.7 4 -- --
94.62 0.456 6.13 -0.572 1.05 -- -0.992 -- 0.127 12 -- -- -- --
98.84 0.466 6.13 -0.612 1.05 -- -- -- 0.122 11.9 -- -- -- --
108.52 0.485 6.23 -1.03 -- -1.72 -- -- -0.246 -- 27.99 2 -- --
96.06 0.459 6.15 -- 0.882 -0.874 -- -- 0.0274 11.6 25.7 4 -- --
168.32 0.606 6.15 -0.644 -- -- -- -- 0.108 -- -- -- -- --
108.72 0.488 6.12 -- 1.06 -- -- -- 0.19 11.9 -- -- -- --
134.89 0.541 6.19 -- -- -1.42 -- -- -0.0537 -- 29.79 2 -- --
179.26 0.625 6.14 -- -- -- -- -- 0.18 -- -- -- -- --

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 71.53 temperature 10 30 > th dose dependent rect. 3 23
2 71.57 temperature 25 10 < th dose dependent rect. 11 19
25 72.67 temperature 25 10 < th dose dependent rect. 8 22
40 73.15 temperature 25 10 < th dose dependent rect. 23 23
42 73.21 temperature 25 10 < th dose dependent rect. 1 23
43 73.26 temperature 25 10 < th dose dependent no NA NA
45 73.29 temperature 25 10 < th dose dependent rect. 15 23
49 73.35 temperature 25 10 < th dose dependent rect. 17 23
52 73.41 temperature 25 10 < th dose dependent rect. 19 23
53 73.42 temperature 25 10 < th dose dependent rect. 13 23
54 73.44 temperature 25 10 < th dose dependent rect. 21 23
64 73.71 temperature 20 30 > th dose independent rect. 3 23
80 74.00 temperature 25 10 < th dose dependent rect. 5 23
245 76.35 temperature 15 10 > th dose dependent sin 9 NA
433 77.77 temperature 25 10 < th dose dependent sin 17 NA
492 78.08 temperature 10 10 > th dose dependent no NA NA
511 78.17 temperature 30 10 < th dose dependent sin 9 NA
595 78.60 temperature 20 90 < th dose independent rect. 10 19
619 78.73 temperature 15 30 > th dose dependent rect. 9 17
634 78.80 temperature 15 90 > th dose dependent rect. 16 23
636 78.82 temperature 15 30 > th dose dependent rect. 7 19
676 78.99 temperature 10 270 > th dose dependent rect. 4 19
678 79.00 temperature 20 10 < th dose independent rect. 11 19
727 79.20 temperature 20 90 > th dose independent rect. 16 23
729 79.21 temperature 20 10 < th dose independent rect. 15 22
731 79.21 temperature 15 270 > th dose dependent rect. 7 16
743 79.25 temperature 25 720 < th dose dependent rect. 7 16
755 79.28 temperature 25 1440 < th dose dependent rect. 5 2
774 79.33 temperature 10 1440 > th dose dependent rect. 5 3
819 79.41 temperature 25 1440 < th dose dependent rect. 3 9
846 79.47 temperature 10 1440 > th dose dependent rect. 4 5
851 79.48 temperature 25 4320 < th dose dependent rect. 22 1
858 79.48 temperature 25 10 < th dose dependent rect. 11 13
878 79.52 temperature 25 4320 < th dose dependent rect. 21 3
881 79.52 temperature 15 10 > th dose dependent rect. 16 23
910 79.58 temperature 25 1440 < th dose dependent rect. 21 15
930 79.61 temperature 20 10 < th dose independent rect. 8 22
995 79.72 temperature 20 10 < th dose independent rect. 2 22