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Os04g0209200

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

Description : Similar to Glutathione-conjugate transporter AtMRP4.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.62 (0.0288) R2 : 0.316
β1 : 1.31 (0.107) R2dD : 0.259 R2D : 0.0424
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.889 (0.0807) R2dE : 0.252 R2E : -0.064
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.588 (0.0685) R2dN8 : 0.197 R2N8 : -0.0978
σ : 0.52
deviance : 124.69
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C
peak time of C : --
E
wheather : temperature
threshold : 23.14
memory length : 1914
response mode : < th
dose dependency : dose independent
G
type of G : no
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 independent, 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
112.67 0.499 6.56 1.77 0.522 1.02 0.0469 -1.44 0.728 6.06 24.36 1446 -- --
112.31 0.494 6.63 1.3 0.511 0.886 0.0455 -- 0.56 6.16 23.2 1483 -- --
111.89 0.493 6.56 1.75 0.55 0.99 -- -1.38 0.71 5.69 24.29 1312 -- --
112.19 0.493 6.62 1.28 0.505 0.886 -- -- 0.569 6.05 23.15 1426 -- --
123.19 0.517 6.57 1.75 -- 0.909 -- -1.11 0.736 -- 23.6 1656 -- --
146.36 0.567 6.7 0.933 0.471 -- 0.0426 -- 0.201 6.39 -- -- -- --
146.36 0.567 6.7 0.933 0.471 -- -- -- 0.201 6.39 -- -- -- --
124.69 0.52 6.62 1.31 -- 0.889 -- -- 0.588 -- 23.14 1914 -- --
151.64 0.574 6.67 -- 0.529 0.635 -- -- 0.332 6.49 22.9 1468 -- --
157.89 0.587 6.71 0.946 -- -- -- -- 0.211 -- -- -- -- --
169.33 0.609 6.72 -- 0.484 -- -- -- 0.0968 6.28 -- -- -- --
163.06 0.595 6.69 -- -- 0.556 -- -- 0.319 -- 23.9 572 -- --
181.47 0.629 6.73 -- -- -- -- -- 0.106 -- -- -- -- --

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
1 101.59 wind 1 43200 < th dose dependent rect. 6 2
2 103.17 wind 5 43200 > th dose dependent rect. 14 1
3 103.32 radiation 20 43200 > th dose independent rect. 6 3
19 103.65 radiation 10 43200 > th dose dependent rect. 8 1
20 103.66 radiation 40 43200 < th dose independent rect. 9 1
21 103.66 radiation 20 43200 > th dose dependent rect. 16 18
22 103.68 radiation 20 43200 < th dose independent rect. 7 3
23 103.68 radiation 20 43200 > th dose dependent rect. 7 3
57 103.76 radiation 20 43200 < th dose independent rect. 3 7
74 103.81 humidity 90 43200 > th dose dependent rect. 5 1
93 103.94 radiation 20 43200 < th dose independent sin 10 NA
122 103.96 radiation 40 43200 > th dose independent rect. 9 1
140 104.01 radiation 40 43200 < th dose independent rect. 9 4
157 104.03 radiation 40 43200 < th dose independent rect. 11 2
158 104.03 radiation 20 43200 > th dose dependent sin 10 NA
165 104.08 radiation 40 43200 < th dose independent rect. 9 6
172 104.12 radiation 40 43200 < th dose independent rect. 17 20
173 104.12 radiation 20 43200 < th dose independent rect. 12 22
188 104.13 radiation 40 43200 < th dose independent rect. 7 6
240 104.15 radiation 30 43200 < th dose independent sin 5 NA
256 104.16 radiation 30 43200 < th dose independent sin 3 NA
261 104.16 radiation 20 43200 < th dose independent rect. 16 20
269 104.17 radiation 40 43200 > th dose independent rect. 7 4
286 104.17 radiation 20 43200 < th dose independent rect. 14 22
331 104.20 radiation 40 43200 < th dose independent rect. 9 9
420 104.23 radiation 30 43200 < th dose independent no NA NA
592 104.26 radiation 40 43200 < th dose dependent rect. 3 6
650 104.30 radiation 20 43200 < th dose independent rect. 14 1
783 104.35 radiation 40 43200 > th dose independent sin 10 NA
922 104.37 radiation 30 43200 > th dose dependent rect. 11 2
991 104.40 humidity 60 43200 < th dose independent rect. 11 1