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Os05g0186900

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 : 8.51 (0.0411) R2 : 0.694
β1 : -0.167 (0.205) R2dD : 0.00101 R2D : -0.0187
β2 : 2.66 (0.0982) R2dC : 0.563 R2C : 0.409
β3 : 1.9 (0.179) R2dE : 0.119 R2E : -0.172
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 8.93 (0.638) R2dD*E : 0.287 R2D*E : 0.174
γ1 : 0.416 (0.0972) R2dN8 : 0.0247 R2N8 : 0.00103
σ : 0.728
deviance : 244.41
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C
peak time of C : 23.9
E
wheather : radiation
threshold : 1.59
memory length : 9760
response mode : < th
dose dependency : dose independent
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 = 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
241.18 0.73 8.52 -0.161 2.27 2.13 -2.68 8.62 0.453 0.266 1.377 10145 -- --
291.69 0.795 8.37 0.583 2.21 1.91 -2.65 -- 0.567 0.291 8.019 12469 -- --
244.41 0.728 8.51 -0.167 2.66 1.9 -- 8.93 0.416 23.9 1.59 9760 -- --
288.07 0.79 8.33 1.83 2.43 1.56 -- -- 0.914 0.392 20.01 12747 -- --
383.55 0.917 8.38 1.71 -- 1.66 -- -2.05 0.546 -- 1.59 9760 -- --
359.46 0.889 8.45 1.53 2.28 -- -2.42 -- 0.435 0.207 -- -- -- --
384.73 0.919 8.44 1.63 2.29 -- -- -- 0.445 0.258 -- -- -- --
404.02 0.94 8.37 1.66 -- 1.67 -- -- 0.575 -- 2.763 17614 -- --
335.55 0.853 8.32 -- 2.36 1.66 -- -- 0.877 0.401 51.9 15982 -- --
715.13 1.25 8.4 1.7 -- -- -- -- 0.481 -- -- -- -- --
454.65 0.997 8.48 -- 2.31 -- -- -- 0.264 0.295 -- -- -- --
476.51 1.02 8.42 -- -- 1.68 -- -- 0.391 -- 2.763 17614 -- --
791.74 1.31 8.44 -- -- -- -- -- 0.292 -- -- -- -- --

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
1 225.04 temperature 25 43200 < th dose independent rect. 10 1
2 225.10 temperature 25 43200 > th dose independent rect. 10 1
3 226.36 temperature 25 43200 < th dose independent rect. 19 1
4 226.61 temperature 25 43200 > th dose independent rect. 19 1
8 227.07 temperature 25 43200 < th dose independent rect. 10 12
11 227.16 temperature 25 43200 > th dose independent rect. 10 12
16 227.46 wind 1 43200 < th dose dependent rect. 2 2
27 227.69 temperature 25 43200 > th dose independent rect. 19 3
37 227.83 temperature 25 43200 > th dose independent rect. 21 1
102 228.77 temperature 25 43200 < th dose independent sin 21 NA
107 228.82 temperature 25 43200 > th dose independent sin 21 NA
137 229.10 temperature 25 43200 < th dose dependent rect. 20 1
156 229.22 temperature 25 43200 < th dose dependent rect. 17 5
200 229.55 temperature 25 43200 < th dose independent rect. 13 1
268 229.91 temperature 25 43200 > th dose independent rect. 13 1
297 230.06 temperature 25 43200 < th dose independent rect. 15 1
314 230.18 temperature 25 14400 > th dose dependent rect. 6 2
353 230.37 temperature 25 43200 < th dose dependent rect. 9 14
421 230.63 temperature 20 43200 > th dose independent rect. 4 1
494 230.92 temperature 25 43200 < th dose dependent sin 19 NA
495 230.93 temperature 20 43200 < th dose independent rect. 4 1
505 230.97 temperature 30 14400 < th dose independent rect. 2 9
515 231.00 temperature 30 14400 < th dose independent rect. 19 16
535 231.06 temperature 25 43200 > th dose independent rect. 18 19
546 231.07 temperature 30 43200 < th dose dependent rect. 11 1
576 231.18 temperature 25 43200 < th dose dependent rect. 8 3
617 231.34 temperature 25 43200 < th dose independent rect. 18 18
648 231.42 temperature 20 43200 > th dose dependent rect. 20 1
775 231.73 temperature 25 43200 > th dose independent no NA NA
783 231.75 wind 1 43200 < th dose independent rect. 2 2
803 231.81 temperature 25 43200 > th dose independent rect. 18 14
811 231.82 temperature 20 43200 > th dose dependent rect. 17 1
812 231.82 temperature 20 43200 > th dose dependent rect. 17 5
839 231.89 temperature 25 43200 < th dose independent no NA NA
890 232.01 temperature 25 43200 < th dose independent rect. 18 14
910 232.06 temperature 30 43200 < th dose dependent rect. 10 8
960 232.18 temperature 20 43200 > th dose dependent rect. 4 1