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Os05g0152400

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

Description : Glycosyl transferase, family 14 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.33 (0.0236) R2 : 0.252
β1 : -0.733 (0.0864) R2dD : 0.123 R2D : 0.106
β2 : 0.52 (0.0582) R2dC : 0.131 R2C : 0.126
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.151 (0.0503) R2dN8 : 0.0199 R2N8 : -0.00255
σ : 0.444
deviance : 89.7
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_____
C
peak time of C : 9.2
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

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 = 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
70.53 0.395 9.39 -1.01 0.442 -0.781 1.01 1.89 -0.37 8.08 13.62 1536 -- --
75.4 0.404 9.37 -0.787 0.444 -0.815 0.861 -- -0.296 7.55 11.67 1579 -- --
73.48 0.399 9.39 -0.977 0.461 -0.747 -- 1.76 -0.361 8.01 17.9 1574 -- --
77.46 0.41 9.37 -0.788 0.449 -0.774 -- -- -0.304 7.9 13.17 1577 -- --
83.85 0.426 9.38 -0.922 -- -0.859 -- 1.76 -0.34 -- 11.28 1546 -- --
88.69 0.441 9.33 -0.754 0.524 -- 0.57 -- -0.153 8.9 -- -- -- --
89.7 0.444 9.33 -0.733 0.52 -- -- -- -0.151 9.2 -- -- -- --
86.99 0.434 9.38 -0.802 -- -1 -- -- -0.307 -- 6.48 1544 -- --
91.58 0.446 9.36 -- 0.42 -0.805 -- -- -0.212 7.67 10 1578 -- --
105.36 0.48 9.35 -0.735 -- -- -- -- -0.149 -- -- -- -- --
103.88 0.477 9.32 -- 0.52 -- -- -- -0.0697 9.3 -- -- -- --
101.07 0.468 9.36 -- -- -0.922 -- -- -0.207 -- 10 1560 -- --
119.62 0.51 9.33 -- -- -- -- -- -0.0672 -- -- -- -- --

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 66.56 radiation 10 1440 < th dose dependent rect. 10 20
3 66.67 radiation 10 1440 < th dose dependent rect. 10 5
4 66.72 radiation 10 1440 < th dose dependent rect. 10 9
5 66.72 radiation 10 1440 < th dose dependent rect. 10 15
6 66.72 radiation 10 1440 < th dose dependent rect. 10 17
9 66.73 radiation 10 1440 < th dose dependent rect. 10 11
23 66.89 radiation 10 1440 < th dose dependent sin 20 NA
103 68.10 radiation 10 1440 < th dose independent rect. 12 5
114 68.49 radiation 10 1440 < th dose independent rect. 12 13
116 68.50 radiation 10 1440 < th dose independent rect. 12 9
205 69.12 humidity 80 1440 > th dose independent rect. 24 17
208 69.13 humidity 80 1440 > th dose independent rect. 1 15
217 69.27 humidity 80 1440 < th dose independent rect. 2 13
235 69.47 humidity 80 1440 < th dose independent rect. 5 10
240 69.51 humidity 80 1440 > th dose independent rect. 5 11
255 69.57 humidity 80 1440 < th dose independent sin 3 NA
259 69.60 humidity 80 1440 > th dose independent sin 2 NA
291 69.87 radiation 10 1440 < th dose independent sin 17 NA
322 70.03 radiation 10 1440 > th dose independent rect. 11 2
370 70.24 humidity 70 720 > th dose dependent rect. 18 6
382 70.38 humidity 90 720 > th dose dependent rect. 20 4
450 70.79 radiation 20 1440 < th dose independent rect. 11 2
473 70.83 humidity 80 1440 > th dose independent rect. 21 20
490 70.87 radiation 20 1440 < th dose independent rect. 11 21
509 70.93 humidity 80 1440 > th dose independent rect. 24 22
545 71.05 radiation 10 1440 > th dose independent rect. 11 22
598 71.25 humidity 90 1440 < th dose dependent rect. 2 15
704 71.55 humidity 90 1440 < th dose dependent rect. 20 21
722 71.58 humidity 50 1440 > th dose dependent rect. 2 15
742 71.62 humidity 70 1440 > th dose independent rect. 11 2
745 71.62 radiation 20 1440 < th dose dependent rect. 24 19
747 71.63 radiation 20 1440 < th dose dependent no NA NA
770 71.64 humidity 60 720 > th dose dependent sin 14 NA
918 71.79 humidity 90 1440 < th dose dependent rect. 2 20
956 71.87 humidity 50 1440 > th dose dependent rect. 20 21
958 71.88 humidity 90 1440 < th dose dependent sin 1 NA