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Os06g0705000

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 : 7.8 (0.0245) R2 : 0.823
β1 : 1.97 (0.0947) R2dD : 0.21 R2D : 0.309
β2 : 1.14 (0.0573) R2dC : 0.155 R2C : 0.188
β3 : -1.52 (0.0744) R2dE : 0.232 R2E : 0.443
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.402 (0.0579) R2dN8 : 0.033 R2N8 : 0.0623
σ : 0.443
deviance : 90.43
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C
peak time of C : 1.77
E
wheather : temperature
threshold : 23.63
memory length : 6257
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 = temperature, 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
88.37 0.442 7.85 1.6 1.14 -1.55 -0.489 1.01 0.292 1.69 23.69 6254 -- --
89.62 0.441 7.82 1.95 1.11 -1.55 -0.583 -- 0.373 1.65 23.6 6313 -- --
89.24 0.44 7.85 1.61 1.14 -1.55 -- 1.04 0.289 1.77 23.69 6315 -- --
90.43 0.443 7.8 1.97 1.14 -1.52 -- -- 0.402 1.77 23.63 6257 -- --
157.47 0.584 7.84 1.61 -- -1.72 -- 0.903 0.28 -- 23.7 3911 -- --
172.29 0.615 7.68 2.74 1.22 -- -0.386 -- 0.973 1.67 -- -- -- --
172.86 0.616 7.67 2.75 1.22 -- -- -- 0.975 1.73 -- -- -- --
157.34 0.584 7.8 1.99 -- -1.68 -- -- 0.391 -- 23.7 3934 -- --
104.34 0.476 7.9 -- 1.17 -2.52 -- -- -0.00924 1.75 19.4 47520 -- --
263.82 0.759 7.66 2.8 -- -- -- -- 1 -- -- -- -- --
372.56 0.903 7.74 -- 1.27 -- -- -- 0.669 1.79 -- -- -- --
187.42 0.638 7.89 -- -- -2.58 -- -- -0.0244 -- 19.61 47520 -- --
470.99 1.01 7.73 -- -- -- -- -- 0.692 -- -- -- -- --

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 89.57 temperature 10 720 > th dose dependent rect. 17 16
2 89.73 wind 5 43200 < th dose independent rect. 20 1
3 89.99 temperature 20 720 > th dose dependent rect. 17 16
5 90.40 wind 5 43200 > th dose independent rect. 20 1
7 90.86 temperature 20 4320 > th dose dependent rect. 4 1
12 91.15 temperature 20 4320 > th dose dependent rect. 3 5
24 91.53 temperature 20 4320 > th dose dependent rect. 17 16
26 91.54 temperature 20 4320 > th dose dependent rect. 21 12
54 91.93 temperature 20 4320 > th dose dependent sin 10 NA
76 92.12 temperature 10 4320 > th dose dependent rect. 3 6
80 92.15 temperature 30 4320 < th dose dependent rect. 3 6
111 92.41 temperature 30 720 < th dose dependent rect. 17 18
125 92.50 temperature 20 1440 > th dose dependent rect. 17 6
131 92.55 temperature 20 4320 > th dose dependent rect. 21 2
133 92.56 temperature 10 4320 > th dose dependent rect. 17 16
165 92.76 temperature 25 4320 < th dose dependent rect. 4 1
169 92.77 temperature 30 4320 < th dose dependent rect. 18 15
197 92.91 temperature 20 720 > th dose dependent sin 11 NA
202 92.92 temperature 10 4320 > th dose dependent rect. 4 1
257 93.12 temperature 10 4320 > th dose dependent rect. 17 12
259 93.13 temperature 30 4320 < th dose dependent rect. 6 1
289 93.23 temperature 10 4320 > th dose dependent rect. 6 1
305 93.32 temperature 10 4320 > th dose dependent sin 10 NA
381 93.53 temperature 10 4320 > th dose dependent rect. 21 2
388 93.55 temperature 30 4320 < th dose dependent rect. 21 2
395 93.56 temperature 30 4320 < th dose dependent sin 10 NA
522 93.91 temperature 10 720 > th dose dependent sin 11 NA
524 93.91 temperature 10 4320 > th dose dependent rect. 18 5
545 93.97 temperature 25 4320 < th dose independent rect. 6 4
581 94.06 temperature 30 4320 < th dose dependent rect. 19 4
602 94.12 temperature 20 1440 > th dose dependent no NA NA
619 94.14 temperature 20 1440 > th dose dependent rect. 24 23
692 94.32 temperature 20 1440 > th dose dependent rect. 6 23
693 94.32 temperature 20 1440 > th dose dependent rect. 21 23
804 94.54 wind 3 43200 > th dose dependent rect. 20 1
835 94.62 temperature 25 4320 > th dose independent rect. 6 5