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Os01g0210700

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

Description : Similar to Potassium channel (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.01 (0.027) R2 : 0.78
β1 : -1.76 (0.0999) R2dD : 0.161 R2D : 0.077
β2 : 2.16 (0.0685) R2dC : 0.488 R2C : 0.539
β3 : 1.2 (0.0735) R2dE : 0.146 R2E : 0.148
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0565 (0.0589) R2dN8 : 0.000653 R2N8 : 0.000386
σ : 0.502
deviance : 116.06
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C
peak time of C : 3.78
E
wheather : temperature
threshold : 31.95
memory length : 1113
response mode : > th
dose dependency : dose independent
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 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
113.13 0.5 7.93 -1.1 2.14 0.727 0.87 3.96 -0.0535 3.72 31.9 1143 -- --
117.36 0.505 7.96 -1.43 2.09 1.14 0.843 -- 0.0261 3.74 32.3 1114 -- --
115.07 0.5 7.93 -1.06 2.15 0.708 -- 4.42 -0.0549 3.77 31.99 1108 -- --
116.06 0.502 8.01 -1.76 2.16 1.2 -- -- -0.0565 3.78 31.95 1113 -- --
364.54 0.889 7.91 -1 -- 0.981 -- 4.65 0.0576 -- 32 1156 -- --
178.27 0.626 8.06 -1.45 2.29 -- 1.22 -- -0.273 3.5 -- -- -- --
182.85 0.633 8.06 -1.47 2.3 -- -- -- -0.281 3.53 -- -- -- --
366.59 0.892 8 -1.76 -- 1.5 -- -- 0.0599 -- 31.96 1158 -- --
195.36 0.651 7.97 -- 2.14 0.972 -- -- 0.104 3.68 32.1 1106 -- --
477.43 1.02 8.06 -1.37 -- -- -- -- -0.22 -- -- -- -- --
239.84 0.724 8.02 -- 2.27 -- -- -- -0.117 3.54 -- -- -- --
445.34 0.983 7.97 -- -- 1.28 -- -- 0.2 -- 32.27 1141 -- --
527.23 1.07 8.03 -- -- -- -- -- -0.0672 -- -- -- -- --

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
1 117.23 temperature 25 720 > th dose dependent rect. 17 5
3 117.48 temperature 25 720 > th dose dependent rect. 17 15
6 118.44 temperature 30 1440 > th dose dependent rect. 17 18
12 118.89 temperature 30 1440 > th dose dependent sin 10 NA
24 119.88 temperature 30 720 > th dose independent rect. 17 16
37 120.38 temperature 30 1440 < th dose independent rect. 18 17
39 120.43 temperature 30 1440 < th dose independent rect. 9 1
74 120.86 temperature 30 1440 > th dose dependent rect. 10 1
75 120.88 temperature 30 1440 > th dose dependent no NA NA
76 120.88 temperature 30 1440 > th dose dependent rect. 8 11
225 121.08 temperature 30 1440 > th dose independent rect. 9 1
252 121.27 temperature 30 720 > th dose independent rect. 17 2
300 121.58 temperature 30 1440 > th dose independent sin 10 NA
301 121.58 temperature 30 1440 > th dose dependent rect. 13 6
348 121.66 temperature 30 1440 < th dose independent sin 10 NA
432 122.02 radiation 10 1440 > th dose dependent rect. 16 15
459 122.22 temperature 25 1440 > th dose dependent rect. 6 1
548 122.75 temperature 30 1440 < th dose independent rect. 23 12
551 122.76 temperature 30 720 < th dose independent rect. 16 10
552 122.76 temperature 30 1440 < th dose independent rect. 21 14
766 124.51 temperature 30 1440 < th dose independent rect. 16 4
772 124.53 temperature 30 1440 < th dose independent rect. 16 6
774 124.53 radiation 10 1440 > th dose dependent rect. 16 2
825 124.69 radiation 20 1440 > th dose independent rect. 16 15
859 124.92 temperature 30 1440 < th dose independent rect. 17 23
889 125.17 temperature 30 1440 > th dose independent no NA NA
890 125.17 temperature 30 1440 > th dose independent rect. 8 11