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Os04g0613900

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

Description : K+ potassium transporter family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10 (0.0247) R2 : 0.532
β1 : 1.16 (0.0917) R2dD : 0.18 R2D : 0.0064
β2 : 0.876 (0.0623) R2dC : 0.209 R2C : 0.137
β3 : -1.51 (0.106) R2dE : 0.233 R2E : 0.012
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.659 (0.0545) R2dN8 : 0.222 R2N8 : -0.00395
σ : 0.458
deviance : 95.52
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C
peak time of C : 19.8
E
wheather : temperature
threshold : 17.25
memory length : 10
response mode : > th
dose dependency : dose dependent
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 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
95.63 0.459 10 1.19 0.886 -1.51 0.124 0.144 0.667 19.8 17.25 10 -- --
95.49 0.459 10 1.16 0.876 -1.51 0.108 -- 0.659 19.8 17.25 10 -- --
95.51 0.459 10 1.17 0.876 -1.52 -- 0.104 0.664 19.8 17.25 10 -- --
95.52 0.458 10 1.16 0.876 -1.51 -- -- 0.659 19.8 17.25 10 -- --
136.93 0.548 10 1.19 -- -1.48 -- 0.326 0.655 -- 17.25 10 -- --
123.25 0.52 10.1 0.843 0.949 -- 0.138 -- 0.419 21.9 -- -- -- --
123.33 0.52 10.1 0.838 0.949 -- -- -- 0.419 21.9 -- -- -- --
137.04 0.548 10 1.14 -- -1.47 -- -- 0.641 -- 17.25 10 -- --
127.35 0.528 10.1 -- 0.869 -0.977 -- -- 0.466 20.5 18.61 12 -- --
177.17 0.622 10.1 0.848 -- -- -- -- 0.419 -- -- -- -- --
141.84 0.557 10.1 -- 0.952 -- -- -- 0.326 21.9 -- -- -- --
169.23 0.608 10 -- -- -1.11 -- -- 0.475 -- 18.6 2 -- --
196.16 0.654 10.1 -- -- -- -- -- 0.325 -- -- -- -- --

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 90.61 temperature 20 270 > th dose dependent rect. 19 21
10 92.64 temperature 10 270 > th dose dependent rect. 8 23
11 92.65 temperature 15 270 > th dose dependent rect. 9 21
19 93.32 temperature 20 10 > th dose dependent rect. 12 19
31 93.92 temperature 20 90 > th dose dependent rect. 11 20
35 94.14 temperature 20 10 > th dose dependent rect. 20 23
49 94.69 temperature 10 720 > th dose dependent rect. 11 20
58 94.95 temperature 30 270 < th dose dependent rect. 13 22
67 95.23 temperature 30 270 < th dose dependent rect. 15 20
73 95.29 temperature 15 10 > th dose dependent rect. 9 23
79 95.41 temperature 20 10 > th dose dependent rect. 10 21
94 95.78 temperature 20 270 > th dose independent rect. 9 21
97 95.80 temperature 30 270 < th dose dependent rect. 15 23
100 95.83 temperature 20 10 > th dose independent rect. 12 19
114 96.01 temperature 30 270 < th dose dependent rect. 3 23
132 96.25 temperature 15 10 > th dose dependent no NA NA
139 96.30 temperature 30 270 < th dose dependent no NA NA
147 96.38 temperature 30 720 < th dose dependent rect. 7 20
148 96.38 temperature 30 10 < th dose dependent rect. 23 23
178 96.78 temperature 30 270 < th dose dependent rect. 18 23
203 96.95 temperature 30 270 < th dose dependent rect. 22 23
213 97.05 temperature 20 270 > th dose independent rect. 20 10
222 97.16 temperature 15 270 > th dose dependent no NA NA
226 97.18 temperature 15 270 > th dose dependent rect. 20 10
311 97.62 temperature 30 10 < th dose dependent rect. 18 23
378 97.90 temperature 30 10 < th dose dependent rect. 15 23
379 97.91 temperature 15 1440 > th dose dependent rect. 21 15
393 97.95 temperature 20 10 > th dose dependent rect. 12 16
396 97.95 temperature 30 10 < th dose dependent rect. 13 23
410 98.01 temperature 10 720 > th dose dependent rect. 18 13
418 98.03 temperature 30 1440 < th dose dependent rect. 21 15
431 98.08 temperature 30 720 < th dose dependent sin 14 NA
463 98.16 temperature 30 10 < th dose dependent no NA NA
525 98.28 temperature 15 1440 > th dose dependent sin 8 NA
582 98.38 temperature 20 10 > th dose independent rect. 22 9
584 98.38 temperature 30 1440 < th dose dependent sin 8 NA
621 98.44 temperature 20 10 > th dose dependent rect. 3 23
628 98.45 temperature 30 10 < th dose dependent rect. 11 23
645 98.49 radiation 30 1440 < th dose dependent rect. 18 2
656 98.50 temperature 15 270 > th dose dependent rect. 1 23
695 98.57 temperature 10 720 > th dose dependent rect. 2 21
723 98.62 temperature 30 10 < th dose dependent rect. 7 23
728 98.64 temperature 25 1440 < th dose dependent rect. 23 4
771 98.72 temperature 25 1440 < th dose dependent rect. 21 6
790 98.74 temperature 10 720 > th dose dependent sin 13 NA
803 98.76 temperature 25 1440 < th dose dependent rect. 1 2
902 98.90 temperature 15 1440 > th dose dependent rect. 20 7
946 98.95 temperature 20 10 > th dose dependent rect. 1 23
985 98.99 temperature 20 10 > th dose dependent rect. 5 23