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Os11g0148300

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 : 5.89 (0.0292) R2 : 0.195
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.22 (0.122) R2dE : 0.19 R2E : 0.195
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0311 (0.0635) R2dN8 : 0.000596 R2N8 : 0.00584
σ : 0.543
deviance : 135.92
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 44.57
memory length : 1364
response mode : < th
dose dependency : dose dependent
G
type of G : no
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
123.21 0.522 5.87 0.186 0.812 1.37 0.839 -1.31 0.0764 17.9 30.3 360 -- --
124.44 0.52 5.89 -0.00454 0.763 1.34 1.17 -- 0.0513 17.8 28.26 355 -- --
124.56 0.52 5.86 0.243 0.785 1.3 -- -1.6 0.108 18 28.87 358 -- --
126.85 0.525 5.89 -0.0418 0.738 1.3 -- -- 0.0385 18.6 27.83 474 -- --
134.89 0.541 5.87 0.155 -- 1.21 -- -0.943 0.00528 -- 34.6 1363 -- --
149 0.572 5.95 -0.379 0.425 -- 1.01 -- -0.25 17.9 -- -- -- --
151.22 0.576 5.95 -0.389 0.436 -- -- -- -0.247 18.5 -- -- -- --
135.91 0.543 5.89 -0.0169 -- 1.21 -- -- -0.0342 -- 46.1 1360 -- --
126.89 0.525 5.89 -- 0.747 1.32 -- -- 0.0463 18.6 27.88 474 -- --
161.09 0.593 5.94 -0.4 -- -- -- -- -0.256 -- -- -- -- --
155.2 0.583 5.94 -- 0.441 -- -- -- -0.204 18.5 -- -- -- --
135.92 0.543 5.89 -- -- 1.22 -- -- -0.0311 -- 44.57 1364 -- --
165.31 0.6 5.93 -- -- -- -- -- -0.212 -- -- -- -- --

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
1 120.24 temperature 30 270 < th dose dependent rect. 19 16
2 120.60 temperature 10 270 > th dose dependent rect. 22 23
3 120.84 temperature 30 270 < th dose dependent rect. 5 21
12 121.35 temperature 30 270 < th dose dependent rect. 18 21
13 121.38 temperature 10 720 > th dose dependent rect. 15 21
17 121.44 wind 7 43200 > th dose independent rect. 19 19
22 121.53 temperature 10 720 > th dose dependent rect. 15 17
23 121.55 wind 7 43200 < th dose independent rect. 19 19
35 121.72 temperature 10 720 > th dose dependent rect. 15 15
45 121.84 temperature 15 270 > th dose dependent rect. 10 23
71 122.14 wind 7 43200 > th dose independent sin 6 NA
76 122.20 temperature 30 720 < th dose dependent sin 14 NA
81 122.24 wind 7 43200 < th dose independent sin 6 NA
82 122.24 temperature 10 720 > th dose dependent sin 13 NA
89 122.29 humidity 90 43200 < th dose independent rect. 3 11
101 122.34 wind 7 43200 > th dose independent rect. 8 4
107 122.39 humidity 90 43200 > th dose independent rect. 3 13
109 122.39 wind 5 43200 > th dose dependent rect. 20 19
115 122.43 humidity 90 43200 > th dose independent rect. 8 2
127 122.46 wind 5 43200 > th dose dependent rect. 9 3
128 122.47 wind 7 43200 < th dose independent rect. 8 4
129 122.48 wind 7 43200 > th dose independent rect. 5 7
135 122.51 wind 7 43200 > th dose independent rect. 3 10
151 122.55 wind 7 43200 < th dose independent rect. 5 7
157 122.56 wind 5 43200 > th dose dependent rect. 17 21
168 122.59 humidity 90 43200 < th dose independent sin 3 NA
170 122.59 wind 7 43200 < th dose independent rect. 3 10
186 122.65 humidity 90 43200 < th dose independent rect. 8 1
189 122.65 humidity 90 43200 > th dose dependent rect. 9 1
192 122.66 temperature 15 1440 > th dose dependent rect. 7 4
214 122.71 humidity 90 43200 > th dose independent sin 2 NA
215 122.71 humidity 90 43200 < th dose independent rect. 7 3
221 122.72 temperature 30 720 < th dose dependent rect. 11 18
223 122.73 humidity 90 43200 > th dose independent rect. 8 5
225 122.73 wind 5 43200 > th dose dependent rect. 7 7
226 122.73 wind 5 43200 > th dose dependent rect. 5 9
228 122.74 radiation 1 14400 < th dose independent rect. 5 1
235 122.76 radiation 1 14400 > th dose independent rect. 5 1
237 122.76 temperature 30 720 < th dose dependent rect. 13 16
240 122.77 temperature 30 1440 < th dose dependent rect. 7 4
260 122.80 temperature 10 720 > th dose dependent rect. 18 9
298 122.89 temperature 30 720 < th dose dependent rect. 13 18
306 122.90 temperature 30 30 < th dose dependent rect. 8 18
338 122.98 wind 5 43200 > th dose dependent sin 5 NA
381 123.05 humidity 90 43200 < th dose independent rect. 3 20
400 123.08 humidity 90 14400 > th dose dependent rect. 21 5
419 123.11 humidity 80 14400 > th dose dependent rect. 22 1
421 123.11 wind 7 43200 > th dose dependent rect. 19 6
468 123.18 humidity 90 43200 > th dose independent rect. 4 6
472 123.18 humidity 90 43200 > th dose dependent rect. 8 6
481 123.21 temperature 25 720 > th dose dependent rect. 20 12
513 123.25 wind 7 43200 > th dose dependent rect. 9 20
524 123.27 humidity 90 14400 < th dose independent rect. 20 6
553 123.31 wind 9 43200 < th dose independent rect. 19 4
572 123.33 humidity 80 14400 > th dose dependent rect. 19 8
590 123.36 humidity 90 14400 < th dose independent rect. 21 4
604 123.38 radiation 1 14400 < th dose independent rect. 21 9
617 123.40 radiation 1 14400 < th dose independent rect. 24 6
626 123.40 temperature 30 270 < th dose dependent rect. 12 23
634 123.41 wind 7 43200 > th dose dependent rect. 19 11
677 123.46 humidity 90 43200 > th dose dependent rect. 8 15
711 123.51 radiation 1 14400 < th dose independent rect. 2 4
738 123.54 humidity 90 43200 > th dose independent rect. 6 13
744 123.55 wind 9 43200 < th dose independent rect. 19 11
760 123.56 humidity 90 43200 > th dose dependent sin 22 NA
807 123.60 temperature 10 1440 > th dose dependent sin 3 NA
844 123.63 wind 9 43200 > th dose independent rect. 19 11
846 123.63 humidity 90 14400 > th dose dependent rect. 6 1
859 123.64 humidity 90 43200 > th dose independent rect. 6 17
866 123.65 wind 9 43200 > th dose independent rect. 19 4
878 123.65 temperature 30 30 < th dose dependent rect. 3 23
910 123.69 wind 9 43200 > th dose independent rect. 19 6
931 123.70 humidity 90 43200 > th dose dependent rect. 7 12
957 123.72 humidity 90 43200 < th dose independent rect. 6 17
976 123.73 wind 9 43200 > th dose dependent rect. 14 17