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Os07g0195200

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

Description : Similar to ZG10 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.96 (0.0184) R2 : 0.397
β1 : -0.693 (0.0674) R2dD : 0.145 R2D : 0.118
β2 : 0.678 (0.0479) R2dC : 0.266 R2C : 0.25
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.135 (0.0393) R2dN8 : 0.0209 R2N8 : -0.00648
σ : 0.346
deviance : 54.55
__
_____
C
peak time of C : 5.32
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 = temperature, 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
39.73 0.296 8.99 -1.02 0.738 0.725 0.268 -0.328 -0.287 5.88 23.07 2140 -- --
39.78 0.294 8.98 -0.927 0.732 0.696 0.274 -- -0.264 5.89 22.98 2150 -- --
39.9 0.294 8.99 -1.04 0.738 0.734 -- -0.417 -0.293 5.89 23.2 2150 -- --
39.97 0.294 8.98 -0.925 0.734 0.696 -- -- -0.264 5.87 23 2152 -- --
60.6 0.363 8.99 -0.924 -- 0.679 -- 0.034 -0.232 -- 23.36 2742 -- --
54.38 0.346 8.96 -0.693 0.676 -- 0.263 -- -0.134 5.32 -- -- -- --
54.55 0.346 8.96 -0.693 0.678 -- -- -- -0.135 5.32 -- -- -- --
60.6 0.363 8.99 -0.927 -- 0.683 -- -- -0.234 -- 23.4 2741 -- --
60.44 0.362 8.94 -- 0.735 0.467 -- -- -0.0933 5.66 25.22 2104 -- --
78.53 0.414 8.96 -0.669 -- -- -- -- -0.118 -- -- -- -- --
67.19 0.383 8.94 -- 0.666 -- -- -- -0.0578 5.36 -- -- -- --
80.51 0.418 8.93 -- -- 0.426 -- -- 0.0424 -- 29.91 5555 -- --
90.34 0.444 8.95 -- -- -- -- -- -0.0438 -- -- -- -- --

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 39.18 wind 5 43200 > th dose independent rect. 20 1
2 39.26 wind 5 43200 < th dose independent rect. 20 1
3 39.37 temperature 20 1440 > th dose dependent rect. 16 1
6 39.63 wind 5 43200 > th dose dependent rect. 19 3
7 39.66 wind 5 43200 > th dose independent rect. 19 6
10 39.68 temperature 20 1440 > th dose dependent rect. 13 6
13 39.70 temperature 25 720 > th dose dependent rect. 18 15
17 39.76 wind 5 43200 > th dose independent rect. 17 21
21 39.77 temperature 20 1440 > th dose dependent rect. 13 4
27 39.80 wind 5 43200 < th dose independent rect. 19 6
57 39.90 wind 5 43200 < th dose independent rect. 17 21
61 39.91 wind 5 43200 < th dose independent rect. 19 20
91 39.97 temperature 25 1440 > th dose dependent rect. 13 20
94 39.99 temperature 20 1440 > th dose dependent rect. 13 1
158 40.09 temperature 25 1440 > th dose dependent sin 14 NA
203 40.15 temperature 20 1440 > th dose dependent sin 18 NA
221 40.17 wind 7 43200 > th dose independent rect. 17 13
223 40.17 temperature 25 1440 > th dose dependent rect. 18 1
230 40.18 wind 5 43200 > th dose independent sin 12 NA
231 40.18 wind 7 43200 < th dose independent rect. 17 13
237 40.18 wind 5 43200 > th dose dependent rect. 17 13
257 40.20 wind 7 43200 < th dose independent rect. 17 5
272 40.21 temperature 10 1440 > th dose dependent rect. 18 1
294 40.22 temperature 25 1440 > th dose dependent rect. 18 23
313 40.24 temperature 25 1440 > th dose dependent no NA NA
316 40.24 wind 5 43200 > th dose dependent rect. 19 6
326 40.24 temperature 25 1440 > th dose dependent rect. 7 21
339 40.25 temperature 25 1440 > th dose dependent rect. 2 23
361 40.26 temperature 25 1440 > th dose dependent rect. 16 23
363 40.27 wind 9 43200 < th dose independent rect. 19 4
384 40.28 wind 7 43200 > th dose independent rect. 17 5
453 40.33 temperature 10 1440 > th dose dependent sin 19 NA
481 40.35 wind 5 43200 < th dose independent sin 11 NA
566 40.42 wind 5 43200 > th dose independent rect. 23 16
697 40.51 wind 5 43200 > th dose dependent rect. 18 21
869 40.62 temperature 10 1440 > th dose dependent rect. 5 16
877 40.63 wind 5 43200 > th dose independent rect. 2 13
879 40.63 wind 5 43200 > th dose dependent sin 12 NA
899 40.64 radiation 20 1440 < th dose independent rect. 16 3
904 40.64 temperature 30 1440 < th dose dependent rect. 18 1
944 40.66 wind 9 43200 < th dose independent rect. 19 11
967 40.67 wind 7 43200 < th dose independent rect. 17 9
968 40.67 radiation 20 1440 < th dose independent rect. 16 13
970 40.67 temperature 20 4320 > th dose dependent rect. 4 2
972 40.67 temperature 20 4320 > th dose dependent rect. 3 4