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Os10g0548700

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

Description : Protein kinase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.3 (0.016) R2 : 0.749
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.607 (0.0401) R2dC : 0.128 R2C : 0.164
β3 : 1.5 (0.0553) R2dE : 0.44 R2E : 0.552
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.314 (0.0347) R2dN8 : 0.0633 R2N8 : 0.135
σ : 0.297
deviance : 40.69
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C
peak time of C : 3.45
E
wheather : temperature
threshold : 16.78
memory length : 5405
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
39.35 0.295 10.3 -0.0628 0.623 1.35 0.66 -0.897 0.296 3.78 19.45 5271 -- --
39.82 0.294 10.3 0.0782 0.673 1.44 0.574 -- 0.292 3.5 16.61 6167 -- --
40.52 0.296 10.3 -0.0305 0.615 1.36 -- -0.676 0.295 3.5 19.06 5375 -- --
40.53 0.297 10.3 0.0992 0.607 1.44 -- -- 0.338 3.44 16.94 5412 -- --
61.07 0.364 10.3 0.0824 -- 1.53 -- 0.0344 0.327 -- 17.1 5436 -- --
86.14 0.435 10.2 0.846 0.689 -- 0.618 -- 0.67 3.31 -- -- -- --
87.31 0.438 10.2 0.834 0.69 -- -- -- 0.667 3.15 -- -- -- --
57.87 0.354 10.3 0.213 -- 1.62 -- -- 0.344 -- 15.54 2633 -- --
40.69 0.297 10.3 -- 0.607 1.5 -- -- 0.314 3.45 16.78 5405 -- --
114.42 0.5 10.2 0.864 -- -- -- -- 0.685 -- -- -- -- --
105.65 0.481 10.3 -- 0.706 -- -- -- 0.574 3.15 -- -- -- --
58.77 0.357 10.3 -- -- 1.74 -- -- 0.305 -- 13.8 2640 -- --
134.09 0.54 10.3 -- -- -- -- -- 0.589 -- -- -- -- --

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 33.55 radiation 1 43200 > th dose independent rect. 18 1
12 34.42 radiation 1 43200 < th dose independent rect. 18 8
16 34.45 radiation 1 43200 < th dose independent rect. 18 2
23 35.05 radiation 1 43200 < th dose dependent rect. 18 1
30 35.07 radiation 1 43200 < th dose dependent rect. 18 9
76 35.97 radiation 1 43200 < th dose dependent sin 15 NA
136 36.25 radiation 1 43200 < th dose dependent rect. 10 9
177 36.29 humidity 90 43200 > th dose independent rect. 22 1
242 36.57 radiation 1 43200 > th dose independent sin 16 NA
245 36.58 radiation 1 43200 < th dose independent sin 17 NA
246 36.58 radiation 1 43200 > th dose independent rect. 7 12
257 36.58 radiation 1 14400 > th dose independent rect. 18 22
258 36.58 humidity 90 43200 > th dose dependent rect. 22 1
269 36.59 radiation 1 43200 < th dose independent rect. 8 17
277 36.60 radiation 1 43200 < th dose independent rect. 8 11
324 36.64 radiation 1 14400 < th dose dependent rect. 18 23
328 36.65 radiation 1 43200 < th dose dependent rect. 18 21
346 36.67 radiation 1 43200 < th dose dependent rect. 18 19
354 36.68 radiation 1 43200 < th dose dependent rect. 14 22
398 36.72 radiation 1 43200 < th dose independent rect. 14 5
402 36.72 radiation 1 43200 < th dose independent rect. 14 11
406 36.72 radiation 1 43200 < th dose dependent rect. 4 15
456 36.74 radiation 1 43200 < th dose dependent no NA NA
656 37.02 radiation 1 14400 < th dose independent rect. 18 22
870 37.23 radiation 1 43200 > th dose independent rect. 18 15
926 37.35 humidity 90 43200 > th dose dependent rect. 5 20
927 37.36 humidity 90 43200 < th dose independent rect. 22 1
928 37.36 radiation 1 43200 < th dose independent rect. 18 14
935 37.37 radiation 40 14400 < th dose dependent rect. 18 10
941 37.38 humidity 90 43200 > th dose dependent rect. 21 3
997 37.46 radiation 1 14400 < th dose dependent rect. 5 2