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Os07g0507700

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

Description : Bromodomain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.4 (0.015) R2 : 0.361
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.508 (0.0317) R2dN8 : 0.466 R2N8 : 0.361
σ : 0.283
deviance : 36.81
__
_____
C
peak time of C : --
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
15.37 0.184 13.4 0.575 0.443 -0.571 0.259 -0.827 0.503 3 24.21 231 -- --
16.12 0.188 13.4 0.467 0.452 -0.475 0.0528 -- 0.484 2.62 24.21 231 -- --
15.57 0.184 13.4 0.549 0.45 -0.567 -- -0.705 0.496 2.98 24.25 240 -- --
16.13 0.188 13.4 0.465 0.452 -0.475 -- -- 0.484 2.62 24.21 231 -- --
22.18 0.219 13.4 0.505 -- -0.543 -- -0.609 0.475 -- 27.1 2575 -- --
19.36 0.206 13.4 0.576 0.378 -- 0.0679 -- 0.564 2.97 -- -- -- --
19.38 0.206 13.4 0.574 0.379 -- -- -- 0.563 2.96 -- -- -- --
22.57 0.221 13.4 0.388 -- -0.494 -- -- 0.448 -- 29.5 2584 -- --
19.54 0.206 13.4 -- 0.386 -0.611 -- -- 0.394 3.08 24.25 6190 -- --
27.62 0.246 13.4 0.59 -- -- -- -- 0.573 -- -- -- -- --
28.07 0.248 13.4 -- 0.39 -- -- -- 0.499 2.97 -- -- -- --
25.46 0.235 13.4 -- -- -0.549 -- -- 0.362 -- 23.86 47520 -- --
36.81 0.283 13.4 -- -- -- -- -- 0.508 -- -- -- -- --

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 14.80 temperature 25 270 < th dose dependent sin 13 NA
2 14.83 temperature 25 720 < th dose dependent rect. 17 8
11 14.97 temperature 25 10 < th dose dependent sin 12 NA
16 14.99 temperature 25 270 < th dose dependent rect. 17 16
23 15.02 temperature 15 270 > th dose dependent sin 12 NA
24 15.02 temperature 20 1440 > th dose dependent rect. 22 1
41 15.07 temperature 10 1440 > th dose dependent rect. 22 1
43 15.08 temperature 30 1440 < th dose dependent rect. 22 1
48 15.09 temperature 20 1440 > th dose dependent rect. 22 3
54 15.11 temperature 15 10 > th dose dependent sin 11 NA
64 15.12 temperature 15 720 > th dose dependent rect. 16 11
155 15.20 temperature 25 10 < th dose dependent rect. 18 10
206 15.24 temperature 20 10 > th dose independent rect. 18 12
227 15.24 temperature 30 1440 < th dose dependent rect. 20 9
385 15.31 temperature 25 270 < th dose dependent rect. 5 22
569 15.38 temperature 25 10 < th dose dependent rect. 18 16
613 15.40 temperature 25 1440 < th dose dependent sin 11 NA
647 15.41 temperature 10 1440 > th dose dependent rect. 4 1
742 15.44 temperature 30 1440 < th dose dependent rect. 4 1
764 15.45 temperature 20 1440 > th dose dependent sin 10 NA
825 15.47 temperature 25 270 < th dose dependent no NA NA
870 15.48 temperature 20 10 > th dose independent rect. 16 14