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Os11g0226800

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

Description : Similar to NBS-LRR disease resistance protein homologue.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.16 (0.0223) R2 : 0.678
β1 : 1.94 (0.0816) R2dD : 0.414 R2D : 0.197
β2 : 0.679 (0.0576) R2dC : 0.0988 R2C : -0.00322
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.984 (0.0476) R2dN8 : 0.404 R2N8 : 0.169
σ : 0.419
deviance : 80.04
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C
peak time of C : 19.2
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 = humidity, 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
68.19 0.388 8.18 1.99 0.667 -0.81 -0.4 -1.41 0.892 19.3 56 6901 -- --
71.03 0.393 8.17 1.94 0.653 -0.806 -0.413 -- 0.88 19.3 55.87 6905 -- --
68.6 0.386 8.18 1.99 0.667 -0.826 -- -1.42 0.887 19.4 55.63 6900 -- --
71.44 0.394 8.18 1.92 0.662 -0.808 -- -- 0.867 19.4 55.94 6900 -- --
91.77 0.446 8.16 2.01 -- -0.852 -- -1.38 0.911 -- 55 7058 -- --
79.47 0.418 8.16 1.93 0.681 -- -0.47 -- 0.985 19.1 -- -- -- --
80.04 0.419 8.16 1.94 0.679 -- -- -- 0.984 19.2 -- -- -- --
93.85 0.451 8.16 2.04 -- -0.811 -- -- 0.903 -- 52 7068 -- --
96.75 0.458 8.27 -- 0.67 -1.73 -- -- 0.495 19.2 56 47520 -- --
104.47 0.478 8.14 1.93 -- -- -- -- 0.972 -- -- -- -- --
179.31 0.626 8.2 -- 0.661 -- -- -- 0.768 19.4 -- -- -- --
120.42 0.511 8.25 -- -- -1.72 -- -- 0.485 -- 56.46 47520 -- --
202.58 0.664 8.19 -- -- -- -- -- 0.758 -- -- -- -- --

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 62.22 precipitation 0.1 43200 > th dose dependent rect. 17 3
4 63.68 humidity 70.0 43200 > th dose independent rect. 12 1
5 63.72 precipitation 0.1 43200 > th dose dependent rect. 19 2
7 64.24 humidity 50.0 43200 > th dose independent rect. 14 1
8 64.25 radiation 10.0 43200 > th dose independent rect. 12 21
13 64.33 wind 7.0 43200 > th dose dependent rect. 13 3
16 64.36 wind 7.0 43200 > th dose dependent rect. 15 1
17 64.38 radiation 20.0 43200 > th dose independent rect. 11 6
32 64.44 radiation 20.0 43200 > th dose independent sin 18 NA
52 64.48 atmosphere 1000.0 14400 > th dose dependent rect. 6 1
53 64.49 radiation 10.0 43200 > th dose independent rect. 15 19
54 64.50 radiation 40.0 43200 > th dose independent rect. 13 2
56 64.50 radiation 20.0 43200 > th dose independent rect. 11 4
97 64.55 radiation 10.0 43200 > th dose independent sin 12 NA
100 64.56 atmosphere 1015.0 14400 < th dose dependent rect. 6 1
125 64.62 wind 1.0 14400 < th dose independent rect. 24 4
130 64.62 atmosphere 1015.0 14400 < th dose dependent rect. 6 5
133 64.63 radiation 10.0 43200 > th dose independent rect. 7 1
136 64.63 atmosphere 1015.0 14400 < th dose dependent rect. 10 1
153 64.65 atmosphere 995.0 14400 > th dose dependent rect. 10 1
233 64.71 radiation 10.0 43200 < th dose dependent rect. 6 10
236 64.72 radiation 10.0 43200 > th dose independent rect. 17 15
270 64.75 wind 1.0 14400 < th dose dependent rect. 24 4
282 64.76 radiation 10.0 43200 > th dose independent rect. 15 23
301 64.78 humidity 70.0 43200 < th dose independent rect. 12 1
346 64.79 radiation 10.0 43200 > th dose independent no NA NA
539 64.81 radiation 40.0 43200 > th dose independent sin 13 NA
540 64.81 humidity 50.0 43200 < th dose independent rect. 14 1
543 64.81 radiation 10.0 43200 < th dose dependent rect. 6 2
557 64.82 atmosphere 1000.0 14400 > th dose dependent sin 5 NA
668 64.88 atmosphere 1015.0 14400 < th dose dependent sin 4 NA
749 64.91 radiation 20.0 43200 < th dose dependent rect. 9 7
912 64.99 atmosphere 1000.0 14400 > th dose dependent rect. 24 1
948 65.01 wind 1.0 14400 > th dose independent rect. 24 4