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Os09g0506900

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 : 9.77 (0.0163) R2 : 0.483
β1 : -0.882 (0.0595) R2dD : 0.258 R2D : 0.258
β2 : 0.58 (0.042) R2dC : 0.218 R2C : 0.208
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0631 (0.0347) R2dN8 : 0.00503 R2N8 : 0.0171
σ : 0.306
deviance : 42.61
__
_____
C
peak time of C : 4.68
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 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
34.01 0.274 9.8 -1.18 0.56 -0.681 0.503 -0.478 -0.112 4.67 21.1 5481 -- --
34.29 0.273 9.82 -1.19 0.555 -0.535 0.497 -- -0.136 4.64 22.09 5388 -- --
34.63 0.274 9.8 -1.18 0.57 -0.689 -- -0.49 -0.113 4.82 21.1 5329 -- --
34.77 0.275 9.82 -1.16 0.566 -0.515 -- -- -0.143 4.86 22.5 5333 -- --
51.33 0.334 9.81 -1.1 -- -0.539 -- -0.262 -0.107 -- 22.4 5420 -- --
41.99 0.304 9.77 -0.879 0.575 -- 0.49 -- 0.0657 4.55 -- -- -- --
42.61 0.306 9.77 -0.882 0.58 -- -- -- 0.0631 4.68 -- -- -- --
51.4 0.334 9.83 -1.17 -- -0.543 -- -- -0.145 -- 22.4 5420 -- --
62.53 0.368 9.76 -- 0.552 -0.126 -- -- 0.128 4.85 25.89 2627 -- --
60.48 0.363 9.78 -0.86 -- -- -- -- 0.0783 -- -- -- -- --
63.12 0.372 9.75 -- 0.564 -- -- -- 0.161 4.73 -- -- -- --
74.79 0.403 9.73 -- -- 0.326 -- -- 0.221 -- 28.2 416 -- --
79.99 0.417 9.76 -- -- -- -- -- 0.174 -- -- -- -- --

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 32.61 precipitation 0.1 43200 < th dose independent rect. 2 5
2 32.61 precipitation 0.1 43200 < th dose dependent rect. 2 5
4 32.62 precipitation 0.1 43200 > th dose dependent rect. 2 6
6 32.63 precipitation 0.1 43200 > th dose independent rect. 2 5
8 32.63 humidity 90.0 43200 > th dose dependent rect. 6 1
30 32.75 radiation 1.0 14400 > th dose independent rect. 18 23
34 32.76 precipitation 0.1 43200 > th dose dependent rect. 23 9
36 32.80 radiation 1.0 14400 > th dose independent rect. 18 12
37 32.81 precipitation 0.1 43200 > th dose independent rect. 23 9
43 32.83 precipitation 0.1 43200 < th dose independent rect. 23 9
44 32.83 radiation 1.0 14400 > th dose independent rect. 4 13
49 32.83 radiation 1.0 14400 > th dose independent rect. 12 18
51 32.83 radiation 1.0 14400 < th dose independent rect. 23 18
55 32.83 radiation 1.0 14400 > th dose independent rect. 9 21
60 32.83 precipitation 0.1 43200 < th dose dependent rect. 23 9
61 32.84 radiation 1.0 14400 < th dose independent rect. 4 13
73 32.85 radiation 1.0 14400 > th dose independent rect. 14 16
76 32.85 radiation 1.0 14400 < th dose independent rect. 11 19
78 32.85 radiation 1.0 14400 < th dose independent rect. 9 21
94 32.87 radiation 1.0 14400 < th dose independent rect. 14 16
101 32.88 humidity 80.0 43200 < th dose independent rect. 16 1
102 32.88 atmosphere 1015.0 43200 > th dose independent rect. 20 1
104 32.88 radiation 1.0 43200 < th dose independent rect. 18 12
113 32.90 wind 3.0 43200 < th dose dependent rect. 22 1
115 32.91 humidity 90.0 43200 > th dose independent rect. 6 1
163 32.95 atmosphere 1015.0 43200 > th dose independent rect. 19 5
173 32.96 radiation 1.0 14400 < th dose independent sin 23 NA
206 32.97 radiation 1.0 14400 > th dose independent sin 23 NA
208 32.97 radiation 1.0 14400 > th dose independent no NA NA
211 32.97 radiation 1.0 14400 < th dose independent no NA NA
213 32.97 atmosphere 1015.0 43200 < th dose independent rect. 18 7
215 32.97 radiation 1.0 14400 < th dose independent rect. 9 9
274 32.97 radiation 1.0 14400 < th dose independent rect. 3 22
288 32.97 radiation 1.0 14400 > th dose independent rect. 14 23
298 32.97 radiation 1.0 14400 < th dose independent rect. 14 23
304 32.98 radiation 1.0 14400 > th dose independent sin 14 NA
308 32.98 radiation 1.0 14400 > th dose independent rect. 14 5
314 32.98 radiation 1.0 14400 > th dose independent rect. 12 7
316 32.98 precipitation 0.1 43200 < th dose independent rect. 17 7
325 32.98 radiation 1.0 14400 > th dose independent rect. 9 10
387 32.98 precipitation 0.1 43200 < th dose dependent rect. 17 7
392 32.99 humidity 90.0 43200 > th dose independent rect. 20 1
393 32.99 atmosphere 1015.0 43200 < th dose independent rect. 22 3
444 33.00 radiation 1.0 14400 < th dose independent rect. 12 6
446 33.00 precipitation 0.1 43200 > th dose independent rect. 17 7
453 33.00 radiation 1.0 14400 < th dose independent rect. 9 11
480 33.01 atmosphere 1015.0 43200 > th dose independent rect. 22 3
482 33.01 radiation 1.0 14400 < th dose independent rect. 14 4
503 33.01 radiation 1.0 14400 < th dose independent rect. 14 11
509 33.01 radiation 1.0 14400 < th dose independent rect. 12 14
523 33.01 precipitation 0.1 43200 > th dose dependent rect. 17 3
527 33.02 humidity 80.0 43200 > th dose independent rect. 16 2
572 33.03 radiation 1.0 14400 < th dose independent sin 13 NA
578 33.03 atmosphere 1015.0 43200 < th dose independent rect. 19 2
622 33.04 humidity 90.0 43200 < th dose independent rect. 6 2
656 33.05 atmosphere 1015.0 43200 < th dose independent sin 14 NA
727 33.07 atmosphere 1015.0 43200 > th dose independent sin 14 NA
728 33.07 humidity 90.0 43200 > th dose independent rect. 22 1
729 33.07 humidity 90.0 43200 > th dose independent rect. 20 3
731 33.07 precipitation 0.1 43200 < th dose independent rect. 19 5
750 33.07 temperature 20.0 14400 < th dose dependent rect. 5 2
752 33.07 precipitation 0.1 43200 < th dose dependent rect. 19 5
758 33.08 humidity 90.0 43200 < th dose independent rect. 20 1
759 33.08 radiation 1.0 43200 < th dose independent rect. 17 2
818 33.10 precipitation 0.1 43200 > th dose independent rect. 19 5
864 33.12 radiation 1.0 14400 > th dose independent rect. 4 3
898 33.12 humidity 80.0 43200 > th dose dependent rect. 17 4
909 33.13 radiation 1.0 14400 < th dose independent rect. 1 6
939 33.14 radiation 1.0 14400 < th dose independent rect. 4 3
942 33.14 humidity 80.0 43200 > th dose independent rect. 14 6
969 33.14 atmosphere 1010.0 43200 > th dose dependent rect. 16 1