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Os01g0687400

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

Description : Similar to Chitinase (EC 3.2.1.14).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.1 (0.0469) R2 : 0.631
β1 : -2.28 (0.19) R2dD : 0.245 R2D : 0.146
β2 : 1.1 (0.0963) R2dC : 0.108 R2C : -0.0972
β3 : 3.34 (0.298) R2dE : 0.421 R2E : -0.0464
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 10.5 (0.701) R2dD*E : 0.618 R2D*E : -0.599
γ1 : -0.617 (0.0859) R2dN8 : 0.0668 R2N8 : -0.131
σ : 0.69
deviance : 219.29
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_____
C
peak time of C : 6
E
wheather : wind
threshold : 7
memory length : 14374
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, 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
219.6 0.696 10.1 -2.35 1.11 3.33 -0.604 10.5 -0.614 5.87 6.903 14388 -- --
296.04 0.801 9.63 -1.7 1.39 1.95 0.652 -- -0.334 5.57 6.236 4920 -- --
219.29 0.69 10.1 -2.28 1.1 3.34 -- 10.5 -0.617 6 7 14374 -- --
285.05 0.786 9.69 -1.91 1.36 1.78 -- -- -0.525 5.85 7.2 5026 -- --
281.35 0.781 10.1 -2.21 -- 3.2 -- 9.83 -0.585 -- 7.3 14333 -- --
323.19 0.843 9.67 -2.82 1.11 -- -0.706 -- -0.395 5.83 -- -- -- --
324.33 0.843 9.67 -2.83 1.11 -- -- -- -0.392 5.96 -- -- -- --
343.11 0.863 9.69 -2.07 -- 1.69 -- -- -0.46 -- 6.3 5662 -- --
372.13 0.898 9.74 -- 1.02 2.43 -- -- -0.604 5.82 7.001 5760 -- --
387.76 0.92 9.68 -2.8 -- -- -- -- -0.366 -- -- -- -- --
535.25 1.08 9.6 -- 1.06 -- -- -- -0.0768 6.09 -- -- -- --
429.61 0.965 9.71 -- -- 2.66 -- -- -0.478 -- 6.292 5662 -- --
593.99 1.14 9.61 -- -- -- -- -- -0.0563 -- -- -- -- --

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
1 213.41 wind 7 14400 > th dose dependent rect. 13 22
2 213.51 wind 9 14400 < th dose independent rect. 14 21
4 213.73 wind 9 14400 > th dose independent rect. 14 21
5 214.14 wind 9 14400 < th dose independent sin 15 NA
6 214.17 wind 7 14400 > th dose dependent rect. 17 22
13 214.74 wind 9 14400 < th dose independent rect. 14 17
16 214.83 wind 9 14400 > th dose independent sin 15 NA
19 214.85 wind 9 14400 < th dose independent rect. 14 19
39 215.56 wind 9 14400 > th dose independent rect. 14 16
49 215.79 wind 7 14400 > th dose dependent no NA NA
50 215.83 wind 7 14400 > th dose dependent rect. 2 23
52 215.91 wind 7 14400 > th dose dependent rect. 24 23
62 216.05 wind 7 14400 > th dose dependent rect. 22 23
85 216.75 wind 7 14400 > th dose dependent rect. 20 23
111 217.39 wind 9 14400 > th dose independent rect. 14 11
123 217.71 wind 9 14400 < th dose independent rect. 17 22
128 217.79 wind 9 14400 > th dose dependent sin 15 NA
133 217.85 wind 7 14400 > th dose independent rect. 10 22
135 217.87 wind 7 14400 > th dose dependent sin 17 NA
150 218.16 wind 7 14400 > th dose independent rect. 17 23
151 218.18 wind 9 14400 < th dose independent rect. 14 7
179 218.56 wind 7 14400 > th dose independent no NA NA
188 218.64 wind 7 14400 > th dose independent rect. 22 23
191 218.69 wind 7 14400 > th dose independent rect. 1 23
200 218.78 wind 7 14400 < th dose independent rect. 10 22
201 218.82 wind 7 14400 > th dose independent rect. 7 23
215 218.91 wind 7 14400 > th dose independent rect. 20 23
294 219.68 wind 7 14400 < th dose independent no NA NA
297 219.72 wind 7 14400 < th dose independent rect. 1 23
298 219.73 wind 7 14400 < th dose independent rect. 22 23
333 219.99 wind 7 14400 < th dose independent rect. 19 23
484 221.69 wind 7 14400 > th dose dependent rect. 14 6
637 223.67 wind 9 14400 > th dose independent rect. 14 1
709 224.37 wind 9 14400 < th dose independent rect. 14 1
795 225.15 wind 7 14400 > th dose independent rect. 11 9