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Os10g0100900

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 : 7.72 (0.0319) R2 : 0.637
β1 : 3.19 (0.12) R2dD : 0.63 R2D : 0.325
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.12 (0.157) R2dE : 0.166 R2E : -0.0962
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.989 (0.0705) R2dN8 : 0.23 R2N8 : -0.0336
σ : 0.591
deviance : 160.83
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 9.282
memory length : 109
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
150.5 0.576 7.69 3.35 0.497 -2.66 -0.182 0.287 1.09 13.6 9.052 62 -- --
150.49 0.571 7.7 3.31 0.502 -2.66 -0.107 -- 1.08 13.5 9.932 58 -- --
150.55 0.571 7.7 3.33 0.496 -2.65 -- 0.186 1.08 13.5 10.62 58 -- --
150.54 0.571 7.7 3.31 0.503 -2.67 -- -- 1.08 13.5 9.562 58 -- --
160.83 0.591 7.72 3.21 -- -2.13 -- 0.125 0.994 -- 8.766 109 -- --
217.41 0.691 7.78 2.77 0.323 -- 0.94 -- 0.706 4.97 -- -- -- --
219.68 0.694 7.78 2.77 0.329 -- -- -- 0.701 4.91 -- -- -- --
160.83 0.591 7.72 3.19 -- -2.12 -- -- 0.989 -- 9.282 109 -- --
410 0.948 7.82 -- 0.223 -1.06 -- -- 0.519 8.13 -1.339 58 -- --
225.39 0.702 7.78 2.78 -- -- -- -- 0.71 -- -- -- -- --
421.93 0.961 7.85 -- 0.38 -- -- -- 0.393 4.68 -- -- -- --
411.94 0.945 7.83 -- -- -0.957 -- -- 0.497 -- 16.69 59 -- --
429.59 0.967 7.85 -- -- -- -- -- 0.401 -- -- -- -- --

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
1 138.79 temperature 15 90 > th dose dependent rect. 7 23
11 145.90 temperature 30 90 < th dose dependent rect. 5 20
52 151.00 temperature 10 90 > th dose dependent no NA NA
59 151.66 temperature 30 30 < th dose dependent rect. 17 23
63 152.06 temperature 30 90 < th dose dependent rect. 11 23
65 152.45 temperature 30 90 < th dose dependent no NA NA
75 152.93 temperature 30 90 < th dose dependent rect. 15 23
79 153.17 temperature 30 30 < th dose dependent rect. 21 23
81 153.19 temperature 30 90 < th dose dependent rect. 13 23
90 153.84 temperature 30 30 < th dose dependent rect. 19 23
96 154.39 temperature 15 90 > th dose dependent rect. 20 23
102 154.82 humidity 50 14400 < th dose dependent rect. 16 19
109 155.17 temperature 30 30 < th dose dependent rect. 9 23
110 155.26 humidity 50 14400 > th dose independent rect. 17 16
128 155.92 humidity 50 14400 > th dose independent rect. 16 18
131 156.07 humidity 60 14400 < th dose dependent rect. 17 3
132 156.07 temperature 15 90 > th dose dependent rect. 23 23
144 156.12 humidity 60 14400 < th dose dependent rect. 17 16
150 156.28 humidity 50 14400 < th dose dependent rect. 16 1
157 156.51 temperature 30 30 < th dose dependent rect. 23 23
179 156.94 humidity 50 14400 < th dose independent rect. 16 19
184 157.19 humidity 50 14400 < th dose independent rect. 17 17
208 158.28 temperature 15 90 > th dose dependent rect. 1 23
221 158.79 humidity 60 14400 < th dose independent rect. 18 1
228 158.98 humidity 60 14400 > th dose independent rect. 18 5
230 159.00 humidity 60 14400 > th dose independent rect. 18 3
234 159.03 humidity 60 14400 > th dose independent rect. 18 1
240 159.11 wind 9 43200 > th dose dependent rect. 17 5
242 159.14 humidity 60 14400 < th dose independent rect. 17 3
274 159.53 humidity 50 14400 < th dose independent rect. 16 1
276 159.55 humidity 60 14400 > th dose independent rect. 18 13
289 159.82 temperature 10 1440 > th dose dependent rect. 11 1
299 160.12 wind 9 43200 > th dose independent rect. 20 1
375 160.84 wind 7 43200 > th dose dependent rect. 20 1
378 160.95 wind 9 43200 < th dose independent rect. 20 1
394 161.28 wind 9 43200 > th dose independent rect. 20 3
415 161.48 wind 9 43200 > th dose dependent rect. 16 14
419 161.53 temperature 15 10 > th dose dependent rect. 1 23
421 161.55 humidity 60 90 > th dose dependent rect. 5 20
431 161.79 temperature 30 90 < th dose dependent rect. 5 14
437 161.84 wind 9 43200 < th dose independent rect. 17 5
466 162.06 wind 9 43200 > th dose independent rect. 17 5
482 162.36 wind 9 43200 < th dose independent rect. 17 13
520 162.66 wind 9 43200 < th dose independent rect. 20 3
527 162.76 temperature 10 10 > th dose dependent sin 19 NA
542 162.91 wind 9 43200 > th dose independent rect. 17 12
546 162.95 wind 9 43200 > th dose dependent rect. 20 3
566 163.21 wind 9 43200 > th dose dependent rect. 16 9
587 163.43 temperature 30 30 < th dose dependent sin 20 NA
620 163.79 humidity 60 90 > th dose dependent rect. 5 10
712 164.69 radiation 40 90 < th dose independent rect. 5 10
769 165.28 temperature 15 90 > th dose dependent rect. 13 23
828 165.64 temperature 30 1440 < th dose dependent rect. 8 4
870 165.99 radiation 40 90 < th dose dependent rect. 5 20
916 166.31 wind 9 43200 < th dose independent rect. 20 10
931 166.39 wind 9 43200 > th dose dependent rect. 17 1
960 166.63 temperature 15 90 > th dose dependent rect. 1 16
987 166.83 wind 1 43200 < th dose dependent rect. 19 2