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Os02g0168600

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

Description : Ovarian tumour, otubain domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.7 (0.0153) R2 : 0.000173
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.00904 (0.0322) R2dN8 : 0.000223 R2N8 : 0.000173
σ : 0.288
deviance : 38.11
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
25.13 0.236 10.7 -0.411 0.175 -0.57 0.523 -0.222 -0.0347 8.42 7.272 87 -- --
25.17 0.234 10.7 -0.414 0.179 -0.54 0.433 -- -0.0364 7.97 6.571 84 -- --
25.48 0.235 10.7 -0.422 0.155 -0.553 -- 0.0309 -0.0343 7.89 7.084 128 -- --
25.37 0.235 10.7 -0.396 0.149 -0.496 -- -- -0.0373 6.85 8.117 140 -- --
26.22 0.238 10.7 -0.391 -- -0.487 -- 0.0825 -0.0272 -- 8.366 171 -- --
28.78 0.251 10.7 -0.409 0.3 -- -0.219 -- -0.0616 3.01 -- -- -- --
28.92 0.252 10.7 -0.405 0.301 -- -- -- -0.0604 3.21 -- -- -- --
26.19 0.238 10.7 -0.381 -- -0.471 -- -- -0.0319 -- 7.22 206 -- --
29.47 0.253 10.7 -- 0.126 -0.467 -- -- 0.00793 6.36 10.15 169 -- --
34.06 0.273 10.7 -0.392 -- -- -- -- -0.0525 -- -- -- -- --
33.24 0.27 10.7 -- 0.293 -- -- -- -0.0153 3.21 -- -- -- --
30.06 0.255 10.7 -- -- -0.502 -- -- 0.0228 -- 8.395 276 -- --
38.11 0.288 10.7 -- -- -- -- -- -0.00904 -- -- -- -- --

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 23.79 radiation 40 270 < th dose independent rect. 3 13
2 23.89 radiation 40 270 < th dose dependent rect. 3 12
9 24.21 radiation 20 270 < th dose independent rect. 3 12
14 24.26 temperature 25 270 > th dose dependent rect. 6 8
20 24.29 temperature 25 720 < th dose independent rect. 5 6
23 24.32 radiation 40 270 < th dose independent rect. 9 23
25 24.34 radiation 20 270 < th dose independent rect. 3 10
27 24.34 radiation 1 270 > th dose dependent sin 4 NA
33 24.36 radiation 20 270 < th dose independent rect. 3 8
41 24.39 temperature 25 270 > th dose dependent sin 5 NA
46 24.41 radiation 1 270 > th dose dependent rect. 15 22
54 24.46 radiation 1 270 > th dose dependent rect. 6 8
83 24.53 radiation 40 270 < th dose dependent sin 4 NA
84 24.53 radiation 40 90 < th dose dependent rect. 5 6
91 24.56 temperature 25 720 > th dose independent rect. 4 7
98 24.59 radiation 20 270 < th dose independent sin 5 NA
99 24.59 temperature 25 720 > th dose independent rect. 2 11
102 24.60 temperature 25 720 < th dose independent rect. 5 8
141 24.67 radiation 30 90 < th dose independent rect. 5 6
143 24.67 radiation 40 90 < th dose dependent rect. 5 8
154 24.70 temperature 25 720 > th dose independent sin 5 NA
155 24.70 temperature 25 720 > th dose independent rect. 8 3
156 24.70 radiation 30 10 < th dose independent rect. 5 10
177 24.74 radiation 1 10 > th dose dependent rect. 8 11
209 24.76 radiation 40 10 < th dose independent rect. 5 14
224 24.76 temperature 25 270 > th dose dependent rect. 19 19
282 24.85 radiation 40 10 < th dose dependent rect. 5 10
298 24.87 radiation 1 90 > th dose dependent rect. 8 9
377 24.94 radiation 40 270 < th dose independent sin 11 NA
439 25.00 radiation 40 10 < th dose independent rect. 5 17
446 25.01 temperature 25 270 > th dose dependent rect. 9 1
464 25.03 radiation 30 10 < th dose independent rect. 5 7
466 25.03 radiation 40 10 < th dose independent rect. 5 19
515 25.07 temperature 25 720 < th dose independent sin 3 NA
523 25.08 temperature 30 90 < th dose independent rect. 5 12
550 25.10 radiation 40 10 < th dose dependent rect. 5 7
740 25.21 radiation 10 90 > th dose dependent no NA NA
821 25.22 radiation 40 270 > th dose independent sin 8 NA
826 25.22 radiation 40 90 < th dose independent rect. 5 16
829 25.22 radiation 1 10 > th dose dependent sin 22 NA
838 25.23 temperature 30 90 > th dose independent rect. 8 7
871 25.23 radiation 40 10 < th dose dependent rect. 5 19
942 25.27 radiation 40 10 < th dose independent sin 4 NA
975 25.28 radiation 40 270 < th dose independent rect. 12 23