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Os05g0221400

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

Description : Similar to 2o545-prov protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.7 (0.0151) R2 : 0.0273
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.114 (0.0317) R2dN8 : 0.0353 R2N8 : 0.0273
σ : 0.284
deviance : 36.94
__
_____
C
peak time of C : --
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 = atmosphere, 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
16.33 0.19 12.7 -0.698 0.364 -0.522 0.213 -0.648 -0.0109 6.16 1015 6142 -- --
16.98 0.192 12.8 -0.749 0.37 -0.284 0.153 -- -0.0358 6.16 1013 9946 -- --
16.44 0.189 12.7 -0.698 0.367 -0.528 -- -0.674 -0.0114 6.12 1015 6194 -- --
17.05 0.192 12.8 -0.749 0.37 -0.286 -- -- -0.0344 6.15 1013 9904 -- --
23.33 0.225 12.7 -0.704 -- -0.604 -- -0.781 -0.00626 -- 1015 6144 -- --
19.95 0.209 12.7 -0.621 0.371 -- 0.175 -- 0.0384 6.15 -- -- -- --
20.02 0.21 12.7 -0.619 0.372 -- -- -- 0.0378 6.13 -- -- -- --
23.73 0.227 12.8 -0.735 -- -0.348 -- -- -0.0219 -- 1014 6165 -- --
29.86 0.255 12.7 -- 0.359 -0.0925 -- -- 0.0881 5.93 1009 17343 -- --
27.18 0.244 12.7 -0.608 -- -- -- -- 0.046 -- -- -- -- --
30.11 0.257 12.7 -- 0.363 -- -- -- 0.107 6.22 -- -- -- --
33.73 0.27 12.7 -- -- 0.294 -- -- 0.186 -- 1012 47520 -- --
36.94 0.284 12.7 -- -- -- -- -- 0.114 -- -- -- -- --

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 16.33 wind 9.0 14400 < th dose independent rect. 2 11
4 16.35 humidity 50.0 4320 < th dose dependent sin 13 NA
6 16.39 humidity 50.0 4320 < th dose dependent rect. 14 4
24 16.41 humidity 50.0 4320 < th dose independent rect. 13 4
25 16.41 humidity 50.0 4320 < th dose independent rect. 12 6
47 16.44 humidity 50.0 4320 < th dose independent sin 17 NA
90 16.51 wind 9.0 14400 > th dose independent rect. 4 9
113 16.53 humidity 50.0 4320 < th dose independent no NA NA
235 16.55 precipitation 0.1 14400 < th dose independent rect. 5 3
238 16.55 humidity 50.0 4320 < th dose independent rect. 15 23
239 16.55 precipitation 0.1 14400 < th dose dependent rect. 5 3
258 16.57 radiation 30.0 43200 > th dose independent rect. 11 1
278 16.58 humidity 50.0 4320 > th dose independent rect. 12 7
289 16.58 humidity 50.0 4320 > th dose independent rect. 12 21
290 16.59 humidity 50.0 4320 > th dose independent sin 16 NA
297 16.59 precipitation 0.1 14400 > th dose dependent rect. 5 3
300 16.60 precipitation 0.1 14400 > th dose independent rect. 5 3
301 16.60 humidity 50.0 4320 > th dose independent rect. 13 4
306 16.61 humidity 60.0 4320 > th dose independent rect. 10 1
310 16.61 wind 9.0 14400 > th dose dependent rect. 4 9
313 16.62 humidity 50.0 4320 > th dose independent rect. 15 2
336 16.63 humidity 90.0 14400 < th dose dependent rect. 3 1
337 16.64 radiation 30.0 43200 < th dose independent rect. 11 1
338 16.64 precipitation 0.1 14400 < th dose independent rect. 4 6
355 16.64 precipitation 0.1 14400 < th dose dependent rect. 4 6
364 16.66 precipitation 0.1 14400 > th dose independent rect. 4 6
370 16.67 precipitation 0.1 14400 > th dose dependent rect. 4 6
417 16.72 humidity 60.0 4320 < th dose independent rect. 10 1
420 16.72 atmosphere 1015.0 4320 > th dose dependent sin 20 NA
421 16.72 precipitation 0.1 14400 > th dose dependent rect. 4 9
433 16.73 atmosphere 1015.0 4320 > th dose dependent rect. 9 14
436 16.74 precipitation 0.1 14400 > th dose independent rect. 4 9
437 16.74 humidity 50.0 4320 > th dose independent rect. 8 10
483 16.74 humidity 50.0 4320 > th dose independent rect. 3 23
491 16.74 atmosphere 1015.0 4320 > th dose dependent rect. 7 16
498 16.75 humidity 50.0 4320 > th dose independent no NA NA
567 16.75 humidity 50.0 4320 > th dose independent rect. 15 23
576 16.75 atmosphere 1015.0 4320 > th dose dependent rect. 11 11
588 16.76 wind 3.0 43200 > th dose independent rect. 1 2
593 16.76 atmosphere 1015.0 4320 < th dose independent rect. 11 10
608 16.77 atmosphere 1015.0 4320 > th dose independent sin 20 NA
610 16.77 atmosphere 1015.0 4320 < th dose independent sin 20 NA
614 16.77 atmosphere 1015.0 4320 < th dose independent rect. 14 7
615 16.77 atmosphere 1015.0 4320 > th dose independent rect. 13 8
618 16.77 atmosphere 1015.0 4320 > th dose independent rect. 11 11
687 16.79 atmosphere 1015.0 4320 > th dose independent rect. 7 14
759 16.80 atmosphere 1015.0 4320 > th dose dependent no NA NA
779 16.80 atmosphere 1015.0 4320 > th dose dependent rect. 22 23
783 16.81 atmosphere 1015.0 4320 < th dose independent rect. 19 1
785 16.81 atmosphere 1015.0 4320 < th dose independent rect. 16 5
795 16.81 radiation 1.0 4320 < th dose independent rect. 6 9
836 16.81 atmosphere 1015.0 4320 > th dose dependent rect. 16 22
855 16.82 atmosphere 1015.0 4320 < th dose independent rect. 18 3
864 16.82 radiation 1.0 4320 > th dose independent rect. 6 9
879 16.82 humidity 60.0 14400 < th dose dependent rect. 11 3
906 16.83 atmosphere 1015.0 4320 < th dose independent rect. 11 6