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Os01g0745300

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.1 (0.0196) R2 : 0.72
β1 : -1.23 (0.0718) R2dD : 0.188 R2D : 0.136
β2 : 1.4 (0.0471) R2dC : 0.543 R2C : 0.525
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.266 (0.0419) R2dN8 : 0.0331 R2N8 : -0.00398
σ : 0.369
deviance : 62.08
__
_____
C
peak time of C : 22.5
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
53.18 0.343 9.06 -0.93 1.39 -0.116 -0.731 -2.02 -0.201 22.5 1001 18615 -- --
59.3 0.361 9.09 -1.27 1.39 -0.223 -0.692 -- -0.229 22.6 1001 18615 -- --
55.14 0.346 9.06 -0.876 1.4 -0.118 -- -2.07 -0.195 22.5 1001 17411 -- --
60.79 0.366 9.08 -1.25 1.39 -0.307 -- -- -0.217 22.6 998.7 47520 -- --
173.86 0.614 9.01 -0.71 -- -0.178 -- -2.41 -0.168 -- 1004 16619 -- --
60.04 0.363 9.1 -1.26 1.39 -- -0.704 -- -0.268 22.5 -- -- -- --
62.08 0.369 9.1 -1.23 1.4 -- -- -- -0.266 22.5 -- -- -- --
179.57 0.627 9.04 -1.23 -- -0.399 -- -- -0.196 -- 998.7 47520 -- --
82.82 0.424 9.03 -- 1.4 0.837 -- -- 0.0143 22.5 995.5 47520 -- --
181.78 0.63 9.06 -1.21 -- -- -- -- -0.26 -- -- -- -- --
102.17 0.473 9.06 -- 1.39 -- -- -- -0.128 22.5 -- -- -- --
198.31 0.656 8.99 -- -- 0.821 -- -- 0.0298 -- 1015 47520 -- --
220.31 0.693 9.03 -- -- -- -- -- -0.125 -- -- -- -- --

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 51.49 wind 1 43200 < th dose dependent rect. 10 1
2 51.55 wind 1 43200 > th dose independent rect. 10 2
3 51.56 wind 1 43200 < th dose independent rect. 10 2
6 51.88 temperature 25 43200 > th dose independent rect. 24 1
8 51.90 temperature 25 43200 < th dose independent rect. 24 1
15 51.98 humidity 80 14400 > th dose independent rect. 20 11
46 52.14 humidity 80 14400 < th dose independent rect. 20 9
50 52.15 temperature 25 43200 > th dose dependent rect. 23 1
94 52.22 temperature 25 43200 < th dose independent rect. 5 1
103 52.24 temperature 30 43200 > th dose independent rect. 11 1
108 52.25 wind 1 43200 < th dose independent rect. 9 4
119 52.27 humidity 80 14400 > th dose independent rect. 21 5
126 52.28 temperature 30 43200 < th dose independent rect. 11 1
134 52.29 humidity 80 14400 < th dose independent rect. 21 4
144 52.30 temperature 25 43200 > th dose independent rect. 5 1
149 52.30 temperature 25 43200 > th dose dependent rect. 20 1
180 52.35 humidity 80 43200 > th dose independent rect. 20 2
217 52.40 wind 3 43200 < th dose dependent rect. 21 1
238 52.42 temperature 30 43200 > th dose independent rect. 17 19
264 52.44 temperature 25 43200 > th dose independent rect. 20 1
265 52.44 humidity 80 14400 > th dose independent rect. 23 1
267 52.44 humidity 80 43200 > th dose independent rect. 19 4
273 52.44 temperature 30 43200 < th dose independent rect. 17 19
274 52.44 temperature 30 43200 > th dose dependent rect. 11 1
337 52.51 temperature 30 43200 < th dose independent rect. 17 1
350 52.53 temperature 25 43200 > th dose independent sin 10 NA
356 52.53 temperature 25 43200 > th dose dependent sin 10 NA
359 52.54 temperature 25 43200 < th dose independent sin 10 NA
378 52.55 temperature 30 43200 > th dose independent rect. 17 1
413 52.56 temperature 25 43200 > th dose dependent rect. 7 1
422 52.57 atmosphere 1010 14400 > th dose independent rect. 24 5
466 52.57 temperature 30 43200 > th dose dependent rect. 17 19
468 52.58 temperature 30 43200 > th dose independent sin 5 NA
485 52.59 temperature 30 43200 < th dose independent sin 5 NA
487 52.59 atmosphere 1010 14400 > th dose independent rect. 1 3
562 52.62 temperature 30 43200 > th dose independent rect. 9 9
603 52.63 temperature 30 43200 > th dose independent sin 23 NA
605 52.63 temperature 30 43200 > th dose independent no NA NA
619 52.63 temperature 30 43200 < th dose independent rect. 9 9
771 52.64 temperature 30 43200 < th dose independent no NA NA
941 52.65 temperature 30 43200 < th dose independent sin 22 NA
948 52.65 humidity 80 43200 > th dose independent rect. 18 6