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Os03g0172100

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.4 (0.0358) R2 : 0.899
β1 : -1.35 (0.133) R2dD : 0.0277 R2D : 0.0292
β2 : 5.35 (0.0874) R2dC : 0.875 R2C : 0.838
β3 : -0.993 (0.104) R2dE : 0.0242 R2E : -0.00368
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0275 (0.0811) R2dN8 : 0.000105 R2N8 : -0.00497
σ : 0.656
deviance : 198.55
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_____
C
peak time of C : 21.1
E
wheather : radiation
threshold : 20
memory length : 1379
response mode : > th
dose dependency : dose independent
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 = radiation, response mode = > th, dose dependency = dose independent, 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
192.14 0.651 10.4 -1.13 5.43 -1.07 0.0798 1.74 0.0523 21.2 20.24 1369 -- --
198.73 0.657 10.4 -1.3 5.39 -1.03 0.255 -- 0.0106 21.2 20 1371 -- --
192.06 0.645 10.4 -1.13 5.44 -1.07 -- 1.8 0.0517 21.2 20.25 1359 -- --
198.55 0.656 10.4 -1.35 5.35 -0.993 -- -- -0.0275 21.1 20 1379 -- --
1486.14 1.81 10.3 -1.44 -- -2.28 -- 0.0186 -0.348 -- 20.25 1359 -- --
234.33 0.718 10.5 -1.74 5.34 -- 0.1 -- -0.358 21.1 -- -- -- --
234.37 0.717 10.5 -1.74 5.34 -- -- -- -0.358 21.1 -- -- -- --
1482.94 1.8 10.3 -1.43 -- -2.28 -- -- -0.351 -- 20 1379 -- --
249.43 0.736 10.4 -- 5.41 -1.21 -- -- 0.11 21.1 20 1379 -- --
1875.28 2.02 10.3 -1.73 -- -- -- -- -0.389 -- -- -- -- --
314.21 0.829 10.4 -- 5.34 -- -- -- -0.164 21 -- -- -- --
1536.45 1.83 10.3 -- -- -2.34 -- -- -0.193 -- 20 1379 -- --
1954.18 2.06 10.3 -- -- -- -- -- -0.197 -- -- -- -- --

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
1 190.62 radiation 20 1440 > th dose independent rect. 6 7
45 191.62 radiation 30 1440 < th dose dependent rect. 9 1
47 191.79 radiation 20 1440 > th dose independent sin 6 NA
62 191.89 radiation 30 1440 < th dose dependent rect. 8 4
85 192.50 radiation 30 1440 < th dose dependent rect. 2 12
87 192.52 radiation 30 1440 < th dose dependent rect. 6 8
95 192.60 radiation 30 1440 < th dose dependent rect. 19 19
169 193.41 radiation 1 1440 > th dose dependent rect. 9 1
171 193.43 radiation 30 1440 < th dose dependent sin 5 NA
172 193.43 radiation 1 1440 > th dose dependent rect. 8 5
174 193.46 radiation 1 1440 > th dose dependent rect. 6 7
259 193.87 radiation 1 1440 > th dose dependent sin 6 NA
305 194.18 radiation 1 1440 > th dose dependent rect. 8 3
632 195.90 wind 9 43200 > th dose independent rect. 15 3
634 195.91 radiation 20 1440 > th dose independent no NA NA
788 196.15 radiation 20 1440 < th dose independent rect. 7 7
836 196.40 radiation 20 1440 < th dose independent rect. 2 12
860 196.47 radiation 20 1440 < th dose independent rect. 18 20
872 196.53 radiation 20 1440 > th dose independent rect. 11 23
943 196.75 radiation 30 1440 < th dose dependent rect. 2 19
988 196.84 radiation 30 1440 < th dose dependent no NA NA