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Os03g0744700

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.9 (0.0309) R2 : 0.839
β1 : -- (--) R2dD : -- R2D : --
β2 : 4.13 (0.0891) R2dC : 1.05 R2C : 0.757
β3 : -1.74 (0.145) R2dE : 0.0699 R2E : -0.215
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.377 (0.0649) R2dN8 : 0.0153 R2N8 : 0.0016
σ : 0.579
deviance : 154.37
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C
peak time of C : 9.43
E
wheather : humidity
threshold : 51.99
memory length : 993
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 = humidity, 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
145.92 0.568 11.9 -0.411 4.11 -1.92 1.11 0.657 -0.418 9.48 43.21 1021 -- --
146.36 0.563 11.9 -0.364 4.1 -1.88 1.27 -- -0.416 9.48 43.74 1028 -- --
149.47 0.569 11.9 -0.459 4.11 -1.93 -- 1.56 -0.437 9.47 44.83 1019 -- --
152.21 0.575 11.9 -0.315 4.06 -1.81 -- -- -0.425 9.44 47.34 1033 -- --
869.99 1.38 12.1 -0.196 -- -1.15 -- 0.151 -0.425 -- 67.64 1480 -- --
196.06 0.656 11.9 -0.253 3.6 -- 1.01 -- -0.359 9.23 -- -- -- --
199.68 0.662 11.9 -0.217 3.59 -- -- -- -0.359 9.22 -- -- -- --
870.08 1.38 12.1 -0.19 -- -1.14 -- -- -0.423 -- 67.64 1480 -- --
154.37 0.579 11.9 -- 4.13 -1.74 -- -- -0.377 9.43 51.99 993 -- --
949.47 1.44 12 -0.231 -- -- -- -- -0.342 -- -- -- -- --
200.92 0.663 11.9 -- 3.59 -- -- -- -0.334 9.23 -- -- -- --
871.03 1.38 12.1 -- -- -1.15 -- -- -0.402 -- 67.64 1480 -- --
950.87 1.44 12 -- -- -- -- -- -0.316 -- -- -- -- --

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
1 141.18 radiation 1 1440 < th dose dependent rect. 8 9
2 141.77 humidity 80 1440 > th dose independent rect. 11 3
7 143.24 humidity 80 1440 < th dose independent rect. 11 3
8 143.32 radiation 1 1440 < th dose dependent rect. 9 16
30 143.67 radiation 1 1440 < th dose dependent rect. 11 14
48 143.94 humidity 50 720 > th dose dependent rect. 15 8
51 143.99 humidity 50 720 > th dose dependent sin 15 NA
64 144.25 radiation 1 1440 < th dose independent rect. 11 14
67 144.27 radiation 1 1440 > th dose independent rect. 11 8
84 144.35 radiation 1 1440 < th dose independent rect. 11 11
89 144.39 radiation 1 1440 < th dose independent rect. 9 16
92 144.42 humidity 50 720 > th dose dependent rect. 15 12
97 144.45 radiation 1 1440 > th dose independent rect. 9 10
108 144.47 radiation 1 1440 < th dose dependent sin 21 NA
136 144.62 radiation 1 1440 < th dose independent rect. 8 7
146 144.70 humidity 50 720 > th dose dependent rect. 15 10
197 144.89 humidity 80 1440 < th dose independent rect. 7 8
222 145.66 radiation 1 1440 > th dose independent rect. 8 7
224 145.68 radiation 1 1440 < th dose independent rect. 8 5
225 145.68 radiation 1 1440 < th dose dependent rect. 8 5
229 145.80 humidity 80 1440 < th dose independent sin 0 NA
230 145.81 radiation 1 1440 > th dose independent sin 20 NA
232 145.83 humidity 80 1440 < th dose independent rect. 7 13
235 145.85 radiation 1 1440 < th dose independent sin 20 NA
270 146.31 humidity 50 720 > th dose dependent rect. 14 16
359 147.00 humidity 90 720 < th dose dependent rect. 15 9
369 147.10 humidity 80 1440 > th dose independent sin 0 NA
383 147.22 humidity 90 720 < th dose dependent sin 16 NA
392 147.32 humidity 80 1440 > th dose independent rect. 7 14
421 147.68 radiation 1 1440 > th dose independent rect. 13 2
422 147.68 humidity 80 1440 > th dose independent rect. 7 9
429 147.72 humidity 90 720 > th dose dependent rect. 20 4
455 147.95 humidity 80 1440 > th dose dependent rect. 11 3
467 148.04 radiation 1 1440 < th dose independent rect. 13 2
598 149.07 humidity 50 720 > th dose dependent rect. 11 19
737 149.96 humidity 50 720 > th dose dependent rect. 11 21
783 150.28 humidity 90 720 > th dose dependent rect. 9 16
921 151.04 humidity 50 720 > th dose dependent rect. 7 23
939 151.14 humidity 50 720 > th dose dependent rect. 7 20
964 151.26 humidity 80 720 > th dose independent rect. 15 6
968 151.29 radiation 1 1440 > th dose independent rect. 9 1