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Os06g0125200

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

Description : Protein of unknown function DUF581 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.56 (0.0654) R2 : 0.785
β1 : 1.36 (0.291) R2dD : 0.0189 R2D : 0.0742
β2 : 5.93 (0.181) R2dC : 0.72 R2C : 0.184
β3 : 4.81 (0.209) R2dE : 0.398 R2E : -0.0762
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -6.72 (0.792) R2dD*E : 0.0618 R2D*E : 0.162
γ1 : 0.243 (0.146) R2dN8 : 0.00201 R2N8 : 0.00474
σ : 1.14
deviance : 595.07
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C
peak time of C : 20.7
E
wheather : temperature
threshold : 20.91
memory length : 818
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 5.09
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 = 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
585.42 1.14 9.57 1.23 6.12 4.82 -2.2 -7.72 0.273 20.8 20.8 762 4.44 --
695.56 1.23 9.38 2.91 5.92 4.59 -1.7 -- 0.675 21.4 20.91 843 3.91 --
595.07 1.14 9.56 1.36 5.93 4.81 -- -6.72 0.243 20.7 20.91 818 5.09 --
692.99 1.23 9.43 2.83 6.07 4.75 -- -- 0.563 21.5 20.9 809 3.41 --
1324.77 1.7 9.83 -1.18 -- 5.48 -- -9.17 0.00654 -- 20.06 3468 10.8 --
1288.33 1.68 9.08 4.11 3.79 -- -2.1 -- 1.69 22 -- -- -- --
1305.3 1.69 9.08 4.19 3.8 -- -- -- 1.7 21.9 -- -- -- --
1082.48 1.53 9.4 0.362 -- 8.68 -- -- 0.14 -- 19.3 3422 11.5 --
879.28 1.38 9.46 -- 5.91 5.33 -- -- 0.164 21.4 20.7 947 4.5 --
2171.88 2.18 8.98 4.24 -- -- -- -- 1.7 -- -- -- -- --
1768.7 1.97 9.19 -- 3.82 -- -- -- 1.23 22 -- -- -- --
1051.24 1.51 9.3 -- -- 9.72 -- -- 0.268 -- 19.39 3494 12.6 --
2645.09 2.4 9.09 -- -- -- -- -- 1.23 -- -- -- -- --

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
1 657.75 temperature 20 720 > th dose independent sin 10 NA
3 661.57 temperature 25 720 < th dose dependent rect. 19 15
6 664.82 temperature 20 720 > th dose independent rect. 16 17
17 669.76 temperature 25 720 < th dose dependent sin 9 NA
19 670.75 temperature 20 720 > th dose independent rect. 21 9
47 679.04 temperature 20 720 < th dose independent sin 10 NA
51 679.74 temperature 20 4320 > th dose independent rect. 21 2
54 680.50 temperature 20 1440 > th dose independent rect. 5 2
58 681.22 temperature 20 1440 < th dose independent rect. 5 2
60 681.35 temperature 20 1440 < th dose independent rect. 22 10
68 682.21 temperature 15 720 > th dose dependent sin 9 NA
71 682.60 temperature 15 720 > th dose dependent rect. 20 15
94 685.26 temperature 20 4320 > th dose independent rect. 18 6
111 686.84 temperature 20 4320 < th dose independent rect. 21 2
113 686.96 temperature 20 720 < th dose independent rect. 19 14
140 689.06 temperature 20 4320 < th dose independent rect. 18 6
161 690.84 temperature 20 1440 < th dose independent rect. 3 4
186 692.70 temperature 20 1440 < th dose independent rect. 1 7
210 694.67 temperature 20 1440 > th dose independent rect. 1 7
222 695.34 temperature 20 1440 > th dose independent rect. 3 5
404 707.78 temperature 15 720 > th dose dependent rect. 22 8
446 710.48 temperature 20 720 < th dose independent rect. 21 17
681 722.31 temperature 20 720 > th dose independent rect. 21 22
733 724.94 temperature 20 4320 > th dose independent sin 15 NA
740 725.23 temperature 25 720 < th dose dependent no NA NA
908 731.35 temperature 25 1440 < th dose dependent rect. 20 5
996 734.05 temperature 20 720 > th dose independent rect. 19 22