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Os06g0706400

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

Description : Similar to Peptide transporter PTR2-B (Histidine transporting protein).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.6 (0.0378) R2 : 0.865
β1 : 2.58 (0.145) R2dD : 0.113 R2D : 0.0266
β2 : 4.87 (0.0984) R2dC : 0.726 R2C : 0.722
β3 : -1.83 (0.116) R2dE : 0.0701 R2E : 0.0347
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.9 (0.0811) R2dN8 : 0.0442 R2N8 : -0.00993
σ : 0.704
deviance : 228.77
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C
peak time of C : 18.3
E
wheather : temperature
threshold : 25.5
memory length : 5624
response mode : > th
dose dependency : dose dependent
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 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
222.81 0.701 10.5 3.43 4.84 -1.95 0.849 3.41 1.07 18.4 25.4 1355 -- --
229.85 0.706 10.6 2.89 4.86 -1.77 1.01 -- 1.12 18.4 22.24 5690 -- --
224.58 0.698 10.5 3.4 4.84 -1.95 -- 3.36 1.07 18.4 25.4 1351 -- --
228.77 0.704 10.6 2.58 4.87 -1.83 -- -- 0.9 18.3 25.5 5624 -- --
1431.74 1.76 10.4 3.43 -- -2.4 -- 3.23 1.16 -- 24.13 1326 -- --
332.57 0.855 10.7 1.96 4.93 -- 0.974 -- 0.686 18.3 -- -- -- --
334.91 0.857 10.7 1.95 4.93 -- -- -- 0.689 18.3 -- -- -- --
1435.48 1.76 10.5 2.53 -- -2.05 -- -- 0.901 -- 24.4 1337 -- --
383.75 0.912 10.7 -- 4.84 -0.936 -- -- 0.561 18.3 28.16 7036 -- --
1596.07 1.87 10.6 1.82 -- -- -- -- 0.583 -- -- -- -- --
435.38 0.976 10.7 -- 4.9 -- -- -- 0.472 18.3 -- -- -- --
1547.74 1.83 10.6 -- -- -1.42 -- -- 0.378 -- 33.91 7032 -- --
1683.46 1.92 10.6 -- -- -- -- -- 0.381 -- -- -- -- --

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
1 208.02 humidity 70.0 14400 < th dose independent rect. 19 13
2 209.82 humidity 70.0 14400 < th dose independent rect. 19 2
14 210.71 humidity 70.0 14400 > th dose independent rect. 19 13
15 213.08 humidity 70.0 14400 > th dose independent rect. 19 2
16 213.33 humidity 70.0 14400 > th dose independent rect. 19 10
36 214.21 humidity 70.0 14400 < th dose dependent rect. 18 2
40 214.98 humidity 70.0 14400 < th dose dependent rect. 18 13
41 215.12 humidity 70.0 14400 < th dose dependent rect. 18 4
68 223.12 temperature 25.0 1440 > th dose dependent rect. 11 5
95 223.51 temperature 25.0 1440 > th dose dependent rect. 11 10
117 224.30 temperature 25.0 1440 > th dose dependent sin 20 NA
128 224.48 temperature 25.0 1440 > th dose dependent rect. 11 21
148 224.66 temperature 25.0 14400 > th dose dependent rect. 17 6
162 224.87 temperature 15.0 1440 > th dose dependent rect. 13 1
170 224.95 temperature 25.0 1440 > th dose dependent rect. 5 16
174 224.99 temperature 15.0 1440 > th dose dependent rect. 11 4
175 225.00 temperature 25.0 1440 > th dose dependent rect. 2 19
194 225.17 temperature 30.0 14400 < th dose independent rect. 15 1
202 225.21 temperature 30.0 14400 > th dose independent rect. 15 1
260 225.43 precipitation 0.1 43200 > th dose dependent rect. 19 2
305 225.62 temperature 25.0 1440 > th dose dependent rect. 18 23
317 225.68 temperature 25.0 1440 > th dose dependent no NA NA
330 225.75 temperature 25.0 1440 > th dose dependent rect. 20 23
354 225.93 wind 1.0 14400 < th dose dependent rect. 4 1
396 226.21 temperature 25.0 14400 > th dose dependent rect. 15 17
408 226.30 temperature 25.0 14400 > th dose dependent sin 14 NA
418 226.36 temperature 25.0 14400 > th dose independent rect. 19 1
498 226.99 temperature 25.0 14400 < th dose independent rect. 19 1
517 227.24 temperature 30.0 14400 < th dose independent rect. 14 19
538 227.37 temperature 30.0 14400 < th dose independent rect. 14 5
540 227.37 temperature 30.0 14400 < th dose independent rect. 14 15
550 227.41 temperature 30.0 14400 < th dose independent rect. 14 11
551 227.41 radiation 1.0 4320 < th dose independent rect. 18 11
578 227.62 temperature 30.0 14400 > th dose independent rect. 14 19
593 227.72 temperature 30.0 14400 > th dose independent rect. 14 5
628 227.85 humidity 80.0 14400 > th dose dependent rect. 19 4
703 228.36 temperature 25.0 14400 > th dose dependent rect. 6 18
746 228.52 humidity 80.0 14400 > th dose dependent rect. 20 1
801 228.67 temperature 25.0 14400 > th dose dependent no NA NA
877 228.89 radiation 1.0 4320 < th dose independent rect. 18 2
967 229.20 temperature 30.0 14400 > th dose dependent rect. 14 1
987 229.30 radiation 1.0 4320 > th dose independent rect. 18 11