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Os06g0196200

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 : 9.12 (0.0435) R2 : 0.825
β1 : -5.53 (0.172) R2dD : 0.515 R2D : 0.228
β2 : 3.47 (0.112) R2dC : 0.413 R2C : 0.257
β3 : -3.15 (0.208) R2dE : 0.103 R2E : -0.131
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 7.97 (0.78) R2dD*E : 0.0491 R2D*E : -0.126
γ1 : -2.02 (0.0992) R2dN8 : 0.262 R2N8 : -0.0414
σ : 0.797
deviance : 292.78
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C
peak time of C : 7.61
E
wheather : radiation
threshold : 12.42
memory length : 1238
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 15.8
open length of G : --

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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 = sin)

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
295.05 0.807 9.08 -5.52 3.44 -3.03 0.903 6.8 -1.99 7.7 8.787 1345 15.8 --
345.73 0.866 9.04 -5.04 3.64 -2.6 1.58 -- -1.9 7.5 40 1299 14.3 --
292.78 0.797 9.12 -5.53 3.47 -3.15 -- 7.97 -2.02 7.61 12.42 1238 15.8 --
350.55 0.872 9.08 -4.98 3.67 -2.66 -- -- -1.92 7.46 60 1322 13.9 --
370.82 0.897 9.25 -5.09 -- -4.97 -- 0.609 -2.11 -- 179.1 1259 20.2 --
479.26 1.03 8.95 -4.74 3.21 -- 1.07 -- -1.37 7.83 -- -- -- --
482.5 1.03 8.95 -4.71 3.21 -- -- -- -1.37 7.87 -- -- -- --
362.13 0.886 9.14 -5.03 -- -4.71 -- -- -1.79 -- 205.3 1267 20.3 --
972.67 1.45 8.98 -- 3.74 -2.32 -- -- -1.31 8.08 212 1426 9.89 --
1041.45 1.51 9.03 -4.68 -- -- -- -- -1.33 -- -- -- -- --
1067.83 1.53 8.84 -- 3.18 -- -- -- -0.844 7.98 -- -- -- --
1015.7 1.48 8.99 -- -- -4.11 -- -- -1.1 -- 280.3 1257 20.2 --
1618.39 1.88 8.92 -- -- -- -- -- -0.806 -- -- -- -- --

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
1 303.00 radiation 10 1440 < th dose dependent sin 20 NA
3 303.05 radiation 10 1440 < th dose dependent rect. 9 18
6 303.16 radiation 10 1440 < th dose dependent rect. 9 21
9 303.44 radiation 10 1440 < th dose dependent rect. 9 12
18 304.73 humidity 50 1440 > th dose dependent rect. 11 2
22 305.27 humidity 90 1440 < th dose dependent rect. 11 2
87 311.57 radiation 10 1440 < th dose dependent sin 15 NA
162 316.71 radiation 10 1440 > th dose independent rect. 9 22
308 319.80 radiation 1 1440 > th dose dependent rect. 10 8
347 320.51 radiation 10 1440 > th dose independent rect. 9 8
423 321.76 radiation 1 1440 > th dose dependent sin 18 NA
467 322.52 radiation 10 1440 > th dose independent sin 22 NA
524 323.37 radiation 10 1440 < th dose dependent rect. 16 1
552 324.01 radiation 10 1440 > th dose independent rect. 15 23
632 325.17 humidity 90 1440 < th dose dependent sin 0 NA
636 325.28 radiation 10 1440 > th dose independent rect. 6 11
713 326.03 radiation 10 1440 > th dose independent no NA NA
793 326.33 humidity 90 1440 < th dose dependent rect. 5 13
794 326.34 radiation 30 1440 < th dose dependent rect. 15 23
857 326.69 radiation 30 1440 < th dose dependent rect. 24 21
865 326.72 radiation 30 1440 < th dose dependent no NA NA