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Os07g0415500

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.32 (0.0266) R2 : 0.531
β1 : 1.46 (0.0986) R2dD : 0.246 R2D : 0.0933
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.07 (0.104) R2dE : 0.453 R2E : 0.269
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.355 (0.0587) R2dN8 : 0.0549 R2N8 : -0.0666
σ : 0.492
deviance : 111.73
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C
peak time of C : --
E
wheather : temperature
threshold : 19.67
memory length : 18
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
108.61 0.49 7.29 1.93 0.528 -2.13 0.454 2.33 0.466 20.6 20.74 255 -- --
111.32 0.495 7.32 1.48 0.113 -2.13 0.339 -- 0.363 18 19.18 218 -- --
109.21 0.487 7.29 1.95 0.543 -2.16 -- 2.49 0.479 20.4 20.8 258 -- --
111.24 0.494 7.32 1.48 0.143 -2.15 -- -- 0.369 16.5 19.78 259 -- --
111.9 0.495 7.31 1.54 -- -2.07 -- 0.54 0.371 -- 20.05 77 -- --
179.78 0.629 7.4 1.04 0.675 -- 0.523 -- 0.00358 1.9 -- -- -- --
180.83 0.63 7.41 1.02 0.676 -- -- -- 0.00044 1.94 -- -- -- --
111.73 0.492 7.32 1.46 -- -2.07 -- -- 0.355 -- 19.67 18 -- --
164.14 0.6 7.38 -- 0.11 -1.67 -- -- 0.128 23.7 20.29 9 -- --
208.41 0.675 7.4 1.05 -- -- -- -- 0.0161 -- -- -- -- --
208.48 0.675 7.43 -- 0.695 -- -- -- -0.114 1.98 -- -- -- --
164.72 0.6 7.37 -- -- -1.75 -- -- 0.139 -- 20.4 9 -- --
237.61 0.719 7.43 -- -- -- -- -- -0.101 -- -- -- -- --

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
1 107.00 temperature 20 270 > th dose dependent rect. 15 23
2 107.02 temperature 20 720 > th dose dependent rect. 23 19
3 107.14 temperature 20 10 > th dose dependent rect. 23 23
10 107.80 temperature 30 270 < th dose dependent rect. 24 23
14 107.99 temperature 30 270 < th dose dependent rect. 22 23
38 108.94 temperature 20 270 > th dose dependent rect. 4 23
39 108.96 temperature 20 270 > th dose dependent rect. 6 23
42 109.04 temperature 20 270 > th dose dependent no NA NA
56 109.36 temperature 20 10 > th dose dependent rect. 21 23
65 109.63 temperature 10 720 > th dose dependent rect. 12 23
80 109.85 wind 9 43200 > th dose dependent rect. 18 12
90 110.06 temperature 20 270 > th dose dependent rect. 1 23
92 110.17 temperature 20 720 > th dose dependent rect. 17 20
100 110.25 temperature 20 10 > th dose dependent no NA NA
126 110.65 wind 9 43200 < th dose independent rect. 18 3
127 110.71 temperature 20 1440 > th dose dependent rect. 15 14
152 110.97 temperature 20 1440 > th dose dependent sin 14 NA
175 111.13 temperature 10 720 > th dose dependent rect. 1 23
179 111.16 temperature 20 10 > th dose dependent rect. 1 23
187 111.22 wind 9 43200 > th dose independent rect. 18 3
197 111.31 wind 9 43200 > th dose dependent rect. 18 5
223 111.54 temperature 20 720 > th dose dependent sin 6 NA
242 111.68 temperature 30 270 < th dose dependent no NA NA
243 111.68 temperature 30 1440 < th dose dependent rect. 17 1
258 111.81 temperature 20 1440 > th dose dependent rect. 17 5
305 112.16 wind 9 43200 > th dose dependent rect. 18 7
315 112.22 temperature 30 270 < th dose dependent rect. 8 23
325 112.29 temperature 15 720 > th dose dependent rect. 10 23
376 112.61 temperature 20 1440 > th dose dependent rect. 20 1
379 112.62 temperature 30 30 < th dose dependent rect. 13 23
404 112.76 temperature 30 30 < th dose dependent rect. 11 23
467 113.13 temperature 30 270 < th dose dependent rect. 10 23
470 113.14 temperature 20 10 > th dose dependent rect. 3 23
510 113.36 temperature 30 720 < th dose dependent rect. 17 23
519 113.38 temperature 30 720 < th dose dependent rect. 15 22
532 113.40 temperature 30 30 < th dose dependent rect. 9 23
533 113.40 temperature 30 30 < th dose dependent rect. 15 23
543 113.45 temperature 30 30 < th dose dependent rect. 19 23
544 113.46 wind 9 43200 > th dose independent rect. 18 7
640 113.89 temperature 20 10 > th dose dependent rect. 8 23
691 114.10 wind 9 43200 > th dose independent rect. 18 12
729 114.29 temperature 30 1440 < th dose dependent rect. 15 11
786 114.53 temperature 25 1440 < th dose independent rect. 15 7
834 114.77 temperature 30 1440 < th dose dependent sin 16 NA
839 114.80 temperature 30 30 < th dose dependent rect. 17 23
865 114.91 temperature 25 1440 > th dose independent rect. 15 7
927 115.13 temperature 25 1440 < th dose independent sin 18 NA