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Os03g0656500

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

Description : Similar to K-exchanger-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.7 (0.0229) R2 : 0.58
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.42 (0.0571) R2dC : 0.576 R2C : 0.568
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.148 (0.0481) R2dN8 : 0.0113 R2N8 : 0.00381
σ : 0.431
deviance : 84.89
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_____
C
peak time of C : 8.86
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
58.8 0.36 11.7 0.791 1.47 1.15 -0.502 0.245 0.143 9.84 28.32 89 -- --
58.88 0.357 11.7 0.835 1.47 1.14 -0.554 -- 0.154 9.84 28.41 90 -- --
59.69 0.36 11.7 0.742 1.47 1.13 -- 0.441 0.134 9.78 28.12 90 -- --
60.02 0.361 11.7 0.819 1.47 1.14 -- -- 0.154 9.82 28.34 90 -- --
137.64 0.546 11.7 0.942 -- 1.91 -- -0.437 0.283 -- 30.64 613 -- --
76.86 0.411 11.7 0.542 1.42 -- -0.478 -- -0.0894 8.92 -- -- -- --
77.63 0.413 11.7 0.525 1.42 -- -- -- -0.0899 8.89 -- -- -- --
137.55 0.546 11.7 1 -- 1.84 -- -- 0.26 -- 30.46 642 -- --
75.46 0.405 11.7 -- 1.45 0.781 -- -- -0.00055 9.49 28.2 90 -- --
193.1 0.649 11.7 0.525 -- -- -- -- -0.0799 -- -- -- -- --
84.89 0.431 11.7 -- 1.42 -- -- -- -0.148 8.86 -- -- -- --
161.27 0.591 11.7 -- -- 1.48 -- -- 0.0741 -- 31.4 630 -- --
200.37 0.661 11.8 -- -- -- -- -- -0.138 -- -- -- -- --

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 55.06 temperature 15 90 > th dose dependent rect. 7 21
2 55.22 temperature 15 10 > th dose dependent rect. 7 22
25 57.66 temperature 30 90 < th dose dependent rect. 16 15
35 57.97 temperature 30 90 < th dose dependent rect. 16 19
40 58.12 temperature 30 90 < th dose dependent rect. 16 17
44 58.27 temperature 30 90 < th dose dependent rect. 11 22
56 58.50 temperature 30 90 < th dose dependent rect. 15 22
60 58.67 temperature 30 90 < th dose dependent rect. 3 22
61 58.67 temperature 30 90 < th dose dependent rect. 1 23
109 59.32 temperature 15 270 > th dose dependent rect. 18 9
126 59.55 temperature 30 90 < th dose dependent no NA NA
132 59.64 temperature 10 270 > th dose dependent sin 10 NA
148 59.85 temperature 15 270 > th dose dependent rect. 17 22
169 59.97 temperature 20 90 > th dose independent rect. 7 21
188 60.05 temperature 30 90 < th dose dependent rect. 21 23
215 60.26 temperature 30 30 < th dose dependent rect. 19 23
288 60.79 temperature 20 10 > th dose independent rect. 7 22
341 61.06 temperature 30 30 < th dose dependent rect. 23 23
344 61.08 temperature 30 270 < th dose dependent sin 10 NA
370 61.18 temperature 15 270 > th dose dependent rect. 20 14
376 61.20 temperature 15 10 > th dose dependent rect. 20 9
379 61.22 temperature 30 90 < th dose dependent sin 8 NA
385 61.23 temperature 20 90 > th dose independent rect. 20 8
494 61.58 temperature 10 30 > th dose dependent no NA NA
778 62.40 temperature 20 10 > th dose independent rect. 20 9
871 62.66 temperature 25 1440 < th dose dependent rect. 20 4