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Os02g0618000

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 : 6.82 (0.0873) R2 : 0.626
β1 : 0.595 (0.676) R2dD : 0.0124 R2D : -0.0755
β2 : 1.29 (0.11) R2dC : 0.116 R2C : -0.00793
β3 : 0.00499 (0.469) R2dE : 1.73e-06 R2E : -0.167
β4 : 2.59 (0.477) R2dD*C : 0.0244 R2D*C : -0.127
β5 : -11.6 (4.04) R2dD*E : 0.224 R2D*E : 0.216
γ1 : -1.3 (0.0937) R2dN8 : 0.225 R2N8 : 0.146
σ : 0.805
deviance : 293.6
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C
peak time of C : 16.1
E
wheather : temperature
threshold : 30.45
memory length : 1167
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 = temperature, 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
293.6 0.805 6.82 0.595 1.29 0.00499 2.59 -11.6 -1.3 16.1 30.45 1167 -- --
319.2 0.832 6.54 2.16 1.36 -1.08 2.93 -- -1.07 16.6 28.04 5432 -- --
312.41 0.823 6.83 0.534 1.31 0.0328 -- -12.3 -1.3 16.3 30.53 1167 -- --
318.23 0.831 6.54 2.72 1.31 -1.47 -- -- -0.998 16.5 27.05 1177 -- --
402.84 0.935 6.89 0.0279 -- 0.214 -- -15.4 -1.36 -- 30.82 1175 -- --
378.83 0.912 6.55 2.14 1.46 -- 2.97 -- -1.06 15.8 -- -- -- --
405.04 0.942 6.54 2.19 1.48 -- -- -- -1.04 15.9 -- -- -- --
406.98 0.94 6.52 2.67 -- -1.7 -- -- -0.982 -- 26.04 1213 -- --
481 1.02 6.65 -- 1.31 -1.01 -- -- -1.49 16.3 31.96 1166 -- --
524.88 1.07 6.54 2.13 -- -- -- -- -1.08 -- -- -- -- --
531.31 1.08 6.59 -- 1.43 -- -- -- -1.29 15.9 -- -- -- --
573.2 1.12 6.64 -- -- -1.18 -- -- -1.56 -- 31.37 1172 -- --
644.32 1.18 6.59 -- -- -- -- -- -1.32 -- -- -- -- --

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
1 292.31 temperature 25 720 > th dose dependent rect. 17 15
5 295.86 temperature 25 720 > th dose dependent rect. 16 12
22 297.67 temperature 25 720 > th dose dependent sin 12 NA
37 301.50 temperature 25 720 > th dose dependent rect. 17 2
45 303.17 temperature 30 1440 > th dose dependent rect. 16 20
65 304.07 temperature 30 1440 > th dose dependent rect. 13 22
81 304.32 temperature 30 1440 > th dose dependent rect. 13 6
95 304.33 temperature 30 1440 > th dose dependent rect. 10 9
139 304.37 temperature 30 1440 > th dose dependent no NA NA
281 304.88 temperature 30 4320 > th dose dependent rect. 16 3
296 304.93 temperature 30 720 > th dose independent rect. 17 2
388 305.54 temperature 30 720 < th dose independent rect. 16 9
428 306.17 temperature 30 1440 < th dose independent rect. 18 18
432 306.22 temperature 30 1440 > th dose independent rect. 17 18
433 306.25 temperature 30 1440 > th dose dependent rect. 13 1
436 306.34 temperature 25 720 > th dose dependent rect. 20 1
493 306.78 temperature 30 1440 > th dose dependent rect. 10 1
570 307.70 temperature 30 1440 > th dose independent sin 10 NA
572 307.78 temperature 30 1440 < th dose independent sin 10 NA
576 307.82 temperature 30 1440 < th dose independent rect. 9 1
606 308.25 temperature 30 720 < th dose independent rect. 16 15
611 308.46 temperature 30 1440 < th dose independent rect. 16 5
632 308.49 temperature 30 1440 < th dose independent rect. 16 3
642 308.61 temperature 30 1440 > th dose independent rect. 9 2
645 308.61 temperature 10 720 > th dose dependent rect. 16 7
650 308.64 temperature 10 1440 > th dose dependent rect. 11 3
733 309.54 temperature 10 1440 > th dose dependent rect. 13 1
745 309.61 temperature 25 1440 > th dose dependent rect. 3 5
798 309.92 temperature 25 1440 > th dose dependent rect. 6 2
859 310.31 temperature 30 1440 < th dose independent rect. 4 8
869 310.36 temperature 30 1440 < th dose independent rect. 2 10
886 310.46 temperature 30 1440 < th dose independent rect. 20 16
888 310.47 temperature 30 1440 < th dose independent rect. 23 13