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Os06g0572400

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

Description : CD9/CD37/CD63 antigen family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.59 (0.0305) R2 : 0.807
β1 : 2.52 (0.112) R2dD : 0.225 R2D : 0.221
β2 : 2.52 (0.0749) R2dC : 0.484 R2C : 0.446
β3 : -1.87 (0.113) R2dE : 0.116 R2E : 0.102
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.447 (0.065) R2dN8 : 0.0269 R2N8 : -0.00927
σ : 0.569
deviance : 149.3
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C
peak time of C : 21.4
E
wheather : humidity
threshold : 40.52
memory length : 231
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 3.75
open length of G : 21.6

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = > th, dose dependency = dose dependent, type of G = rect.)

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
142.26 0.56 8.6 2.35 2.43 -2.11 -1.12 2.12 0.413 21.8 48.63 242 3.45 21.9
145.79 0.562 8.58 2.52 2.52 -1.85 -0.982 -- 0.46 21.4 40.4 231 3.73 21.6
146.5 0.564 8.6 2.41 2.45 -2.07 -- 1.57 0.418 21.8 48.61 238 3.57 21.8
149.3 0.569 8.59 2.52 2.52 -1.87 -- -- 0.447 21.4 40.52 231 3.75 21.6
267.21 0.761 8.55 2.37 -- -3.61 -- 2.28 0.312 -- 57.47 747 3.07 24
231.1 0.713 8.58 2.6 2.46 -- -1.15 -- 0.464 21 -- -- -- --
235.6 0.719 8.58 2.64 2.46 -- -- -- 0.463 21.1 -- -- -- --
275.88 0.774 8.55 2.57 -- -3.43 -- -- 0.297 -- 61.68 756 2.65 24
318.44 0.831 8.64 -- 2.55 -1.73 -- -- 0.246 21.5 39.28 206 4.1 21.7
585.96 1.13 8.52 2.65 -- -- -- -- 0.45 -- -- -- -- --
419.71 0.958 8.65 -- 2.46 -- -- -- 0.169 21.2 -- -- -- --
378.37 0.906 8.62 -- -- -3.68 -- -- 0.0182 -- 54.81 781 18.9 19.2
771.04 1.3 8.58 -- -- -- -- -- 0.156 -- -- -- -- --

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
1 144.70 humidity 50 270 > th dose dependent rect. 3 22
2 145.95 humidity 50 270 > th dose dependent rect. 4 20
6 147.20 humidity 50 90 > th dose dependent rect. 6 19
25 151.61 humidity 60 10 > th dose dependent rect. 7 19
32 152.54 radiation 20 270 < th dose dependent rect. 4 21
46 154.90 humidity 90 270 < th dose dependent rect. 9 9
47 154.90 humidity 50 10 > th dose dependent rect. 7 17
49 154.95 radiation 20 270 < th dose dependent rect. 5 19
87 157.71 humidity 50 270 > th dose dependent rect. 5 10
88 157.79 humidity 90 270 < th dose dependent sin 23 NA
91 157.87 humidity 70 270 > th dose independent rect. 4 20
112 158.86 humidity 70 270 > th dose independent rect. 5 18
128 159.83 humidity 90 90 < th dose dependent sin 20 NA
133 160.10 radiation 20 270 < th dose independent rect. 4 20
140 160.33 radiation 40 270 < th dose independent rect. 4 9
158 161.04 humidity 90 270 < th dose dependent rect. 24 18
163 161.24 humidity 90 270 < th dose dependent rect. 9 20
165 161.28 humidity 90 270 < th dose dependent rect. 9 18
170 161.36 humidity 50 270 > th dose dependent sin 23 NA
200 162.18 radiation 40 1440 > th dose dependent sin 12 NA
205 162.33 radiation 20 1440 > th dose independent rect. 16 19
232 162.87 radiation 10 1440 > th dose independent rect. 15 21
260 163.52 radiation 40 1440 > th dose dependent rect. 14 21
264 163.58 radiation 40 270 < th dose independent rect. 4 20
266 163.62 radiation 20 1440 > th dose independent sin 11 NA
281 163.90 radiation 40 1440 > th dose dependent rect. 8 3
309 164.09 humidity 50 90 > th dose dependent sin 20 NA
333 164.69 radiation 40 1440 > th dose independent sin 11 NA
336 164.77 radiation 20 1440 > th dose independent rect. 6 5
362 164.93 radiation 40 270 < th dose independent rect. 5 18
363 164.93 radiation 40 1440 > th dose independent rect. 15 19
415 165.40 radiation 10 1440 > th dose dependent rect. 15 19
416 165.41 radiation 40 1440 < th dose independent rect. 9 1
424 165.45 radiation 40 1440 > th dose independent rect. 8 2
450 165.57 humidity 50 270 > th dose dependent rect. 16 22
454 165.60 humidity 60 90 > th dose dependent rect. 9 16
507 166.05 radiation 20 1440 > th dose dependent sin 11 NA
705 167.44 radiation 40 1440 < th dose independent rect. 8 3
788 168.08 radiation 40 1440 < th dose independent rect. 19 16
798 168.13 radiation 40 1440 < th dose independent rect. 16 19
825 168.19 humidity 80 270 < th dose dependent no NA NA
834 168.21 humidity 80 270 < th dose dependent rect. 4 23
904 168.49 radiation 10 1440 > th dose dependent rect. 9 1
912 168.56 radiation 40 270 < th dose dependent rect. 5 8
928 168.67 radiation 20 1440 > th dose dependent rect. 16 16
989 168.97 radiation 10 270 < th dose dependent sin 21 NA