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Os05g0277200

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 : 9.98 (0.0177) R2 : 0.573
β1 : 0.722 (0.0649) R2dD : 0.121 R2D : 0.107
β2 : 1.02 (0.046) R2dC : 0.467 R2C : 0.455
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0355 (0.0378) R2dN8 : 0.0011 R2N8 : -0.00521
σ : 0.333
deviance : 50.65
__
_____
C
peak time of C : 17
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
29.62 0.256 9.89 1.42 0.965 -0.901 -0.377 1.47 0.335 17.5 20.56 1208 -- --
33.05 0.268 9.93 1.11 1 -0.739 -0.391 -- 0.271 17.2 20.27 6921 -- --
29.86 0.254 9.87 1.47 0.971 -0.902 -- 1.69 0.353 17.4 21.1 1210 -- --
33.29 0.269 9.91 1.25 0.978 -0.906 -- -- 0.344 17.2 16.64 8414 -- --
76.88 0.408 9.85 1.6 -- -1.02 -- 2.05 0.371 -- 22.74 1272 -- --
50.42 0.333 9.98 0.723 1.03 -- -0.3 -- 0.0369 17.1 -- -- -- --
50.65 0.333 9.98 0.722 1.02 -- -- -- 0.0355 17 -- -- -- --
81.4 0.42 9.93 0.998 -- -0.815 -- -- 0.171 -- 22.29 2712 -- --
55.06 0.346 9.98 -- 0.97 -0.529 -- -- 0.0458 17.4 22 1158 -- --
105.74 0.48 9.97 0.685 -- -- -- -- 0.00931 -- -- -- -- --
64.4 0.375 10 -- 1.01 -- -- -- -0.045 17.1 -- -- -- --
102.66 0.472 9.96 -- -- -0.636 -- -- 0.0451 -- 22.5 1254 -- --
118.13 0.507 9.98 -- -- -- -- -- -0.0667 -- -- -- -- --

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 30.13 temperature 25 1440 > th dose dependent rect. 11 5
4 30.17 temperature 20 1440 > th dose dependent rect. 13 11
6 30.18 temperature 20 1440 > th dose dependent rect. 12 17
19 30.21 temperature 20 1440 > th dose dependent rect. 3 21
31 30.23 temperature 20 1440 > th dose dependent sin 17 NA
81 30.29 temperature 20 1440 > th dose dependent rect. 19 23
104 30.31 temperature 20 1440 > th dose dependent no NA NA
399 30.88 temperature 20 1440 > th dose dependent rect. 20 1
438 30.93 radiation 1 4320 < th dose independent rect. 18 2
540 31.00 radiation 1 4320 > th dose independent rect. 18 11
549 31.02 radiation 1 4320 > th dose independent rect. 18 1
559 31.02 radiation 1 4320 < th dose independent rect. 18 10
611 31.07 radiation 1 4320 < th dose independent rect. 18 7
909 31.34 temperature 10 720 > th dose dependent sin 14 NA
954 31.37 humidity 90 43200 > th dose independent rect. 21 2