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Os08g0430000

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.3 (0.0133) R2 : 0.576
β1 : 1.03 (0.0505) R2dD : 0.447 R2D : 0.106
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.927 (0.0457) R2dE : 0.459 R2E : 0.0766
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.287 (0.0297) R2dN8 : 0.134 R2N8 : -0.1
σ : 0.244
deviance : 27.49
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C
peak time of C : --
E
wheather : temperature
threshold : 20.52
memory length : 1807
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
24.97 0.235 11.2 1.19 0.25 -0.901 0.108 0.582 0.33 4.67 20.4 1548 -- --
25.3 0.234 11.3 1.03 0.242 -0.876 0.109 -- 0.278 4.72 20.21 1561 -- --
24.99 0.233 11.2 1.18 0.25 -0.89 -- 0.578 0.326 4.6 20.62 1547 -- --
25.32 0.234 11.3 1.02 0.252 -0.879 -- -- 0.28 4.68 20.21 1548 -- --
27.05 0.242 11.2 1.26 -- -0.951 -- 0.868 0.352 -- 21.3 1802 -- --
49.07 0.328 11.3 0.689 0.237 -- 0.0753 -- 0.0748 5.02 -- -- -- --
49.09 0.328 11.3 0.689 0.238 -- -- -- 0.0745 5 -- -- -- --
27.49 0.244 11.3 1.03 -- -0.927 -- -- 0.287 -- 20.52 1807 -- --
48.44 0.326 11.3 -- 0.203 -0.897 -- -- 0.129 11.1 20.21 1548 -- --
52.06 0.337 11.3 0.697 -- -- -- -- 0.0806 -- -- -- -- --
61.59 0.367 11.3 -- 0.25 -- -- -- -0.00224 4.9 -- -- -- --
49.01 0.326 11.3 -- -- -0.768 -- -- 0.112 -- 20.38 332 -- --
64.89 0.376 11.3 -- -- -- -- -- 0.00318 -- -- -- -- --

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 24.71 temperature 20.0 720 > th dose dependent rect. 19 21
2 24.73 temperature 20.0 1440 > th dose dependent rect. 17 20
47 25.01 temperature 20.0 1440 > th dose dependent sin 7 NA
63 25.06 wind 9.0 43200 > th dose dependent rect. 19 2
67 25.07 temperature 20.0 1440 > th dose dependent rect. 11 23
68 25.08 wind 9.0 43200 < th dose independent rect. 19 2
69 25.08 temperature 20.0 1440 > th dose dependent no NA NA
77 25.09 temperature 20.0 1440 > th dose dependent rect. 8 23
80 25.10 temperature 20.0 1440 > th dose dependent sin 13 NA
86 25.10 temperature 20.0 1440 > th dose dependent rect. 23 23
95 25.13 temperature 20.0 4320 > th dose dependent rect. 17 5
101 25.13 temperature 20.0 1440 > th dose dependent rect. 3 23
103 25.13 temperature 20.0 1440 > th dose dependent rect. 6 23
126 25.17 temperature 20.0 1440 > th dose dependent rect. 17 9
143 25.20 temperature 20.0 4320 > th dose dependent rect. 19 1
207 25.29 wind 9.0 43200 > th dose independent rect. 19 2
257 25.37 precipitation 0.1 43200 > th dose dependent rect. 17 1
277 25.40 temperature 20.0 4320 > th dose dependent rect. 21 1
356 25.53 temperature 20.0 1440 > th dose dependent rect. 3 6
361 25.54 temperature 30.0 1440 < th dose dependent rect. 18 1
367 25.54 temperature 30.0 270 < th dose dependent rect. 20 23
421 25.61 wind 9.0 43200 > th dose dependent rect. 19 10
461 25.67 precipitation 0.1 43200 > th dose independent rect. 17 1
486 25.71 precipitation 0.1 43200 < th dose independent rect. 17 1
487 25.71 precipitation 0.1 43200 < th dose dependent rect. 17 1
510 25.73 wind 9.0 43200 > th dose dependent rect. 17 13
516 25.74 wind 9.0 43200 > th dose dependent rect. 19 6
557 25.79 temperature 10.0 4320 > th dose dependent rect. 17 5
569 25.80 temperature 30.0 4320 < th dose dependent rect. 17 5
606 25.83 temperature 25.0 4320 > th dose dependent rect. 6 8
616 25.83 temperature 30.0 270 < th dose dependent rect. 8 23
648 25.86 temperature 30.0 270 < th dose dependent no NA NA
649 25.86 temperature 10.0 4320 > th dose dependent rect. 18 1
741 25.90 temperature 20.0 1440 > th dose dependent rect. 6 1
957 26.00 temperature 15.0 90 > th dose dependent no NA NA