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Os02g0592200

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 : 9.31 (0.0263) R2 : 0.477
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.765 (0.0671) R2dC : 0.15 R2C : 0.165
β3 : -1.29 (0.0869) R2dE : 0.309 R2E : 0.327
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.00895 (0.0594) R2dN8 : 4.83e-05 R2N8 : 0.00226
σ : 0.483
deviance : 107.69
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C
peak time of C : 17.1
E
wheather : temperature
threshold : 11.67
memory length : 21014
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
92.73 0.452 9.2 0.555 0.751 -1.07 0.461 4.29 0.0423 17.6 19 3785 -- --
109.69 0.488 9.3 -0.0305 0.697 -1.28 0.946 -- 0.0241 18.1 13.76 19713 -- --
93.08 0.449 9.2 0.573 0.756 -1.06 -- 4.38 0.049 17.3 19.33 3777 -- --
107.73 0.483 9.31 0.00827 0.755 -1.29 -- -- -0.0136 17.1 11.67 21551 -- --
122.29 0.515 9.18 0.605 -- -1.11 -- 4.43 0.0497 -- 19.6 3930 -- --
131.41 0.537 9.41 -1.05 0.775 -- 0.0617 -- -0.488 16.9 -- -- -- --
131.42 0.537 9.41 -1.05 0.775 -- -- -- -0.488 16.9 -- -- -- --
137.43 0.546 9.3 0.00896 -- -1.33 -- -- -0.00883 -- 12.16 21435 -- --
107.69 0.483 9.31 -- 0.765 -1.29 -- -- -0.00895 17.1 11.67 21014 -- --
163.05 0.597 9.41 -1.08 -- -- -- -- -0.508 -- -- -- -- --
160.48 0.593 9.39 -- 0.794 -- -- -- -0.371 16.9 -- -- -- --
137.39 0.546 9.29 -- -- -1.33 -- -- -0.0153 -- 10.3 21424 -- --
193.74 0.65 9.38 -- -- -- -- -- -0.388 -- -- -- -- --

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 83.45 temperature 20 1440 < th dose independent rect. 5 1
2 84.13 temperature 20 1440 > th dose independent rect. 5 2
3 84.14 temperature 20 270 > th dose dependent sin 9 NA
8 86.96 temperature 20 1440 < th dose independent rect. 22 9
9 86.98 temperature 20 1440 < th dose independent rect. 22 2
10 87.00 temperature 20 1440 > th dose independent rect. 22 9
11 87.01 temperature 20 1440 > th dose independent rect. 22 2
13 87.12 temperature 20 1440 < th dose independent rect. 3 4
16 87.46 temperature 20 1440 > th dose independent rect. 3 4
51 88.61 temperature 20 270 > th dose dependent rect. 21 13
108 89.97 temperature 20 720 > th dose independent rect. 17 14
111 90.07 temperature 20 720 > th dose independent sin 12 NA
140 90.54 humidity 90 43200 > th dose dependent rect. 13 1
149 90.72 atmosphere 1015 43200 > th dose independent rect. 19 1
154 90.80 atmosphere 1015 43200 > th dose dependent rect. 20 1
169 90.99 temperature 30 270 < th dose dependent sin 8 NA
189 91.27 atmosphere 1015 43200 > th dose dependent rect. 16 6
198 91.35 atmosphere 1015 43200 < th dose independent rect. 18 2
203 91.39 temperature 25 720 < th dose dependent rect. 19 12
219 91.51 temperature 15 43200 < th dose dependent rect. 1 1
253 91.73 temperature 25 720 < th dose dependent rect. 21 8
271 91.90 temperature 15 720 > th dose dependent rect. 21 8
279 91.94 temperature 20 1440 > th dose independent rect. 3 1
280 91.94 temperature 15 1440 > th dose dependent rect. 4 1
291 91.98 temperature 25 720 < th dose dependent sin 11 NA
303 92.04 atmosphere 1015 43200 > th dose independent rect. 15 6
304 92.04 temperature 30 1440 < th dose dependent rect. 4 1
354 92.22 humidity 90 14400 > th dose dependent rect. 4 3
365 92.26 radiation 40 14400 < th dose independent rect. 20 12
368 92.27 temperature 20 1440 < th dose independent sin 10 NA
381 92.33 radiation 40 14400 < th dose independent rect. 22 10
388 92.36 radiation 10 720 < th dose independent sin 13 NA
414 92.45 radiation 30 4320 < th dose independent rect. 15 17
418 92.46 atmosphere 1015 43200 > th dose dependent rect. 13 4
438 92.50 temperature 15 43200 < th dose dependent sin 9 NA
465 92.56 radiation 40 14400 < th dose independent rect. 1 7
476 92.58 temperature 15 43200 < th dose dependent rect. 5 1
542 92.74 radiation 40 14400 < th dose independent rect. 7 1
550 92.75 radiation 40 14400 < th dose independent rect. 5 3
657 92.96 temperature 30 270 < th dose dependent rect. 22 12
763 93.15 temperature 15 43200 > th dose independent rect. 24 1
876 93.31 radiation 30 14400 > th dose dependent rect. 7 1
905 93.35 temperature 15 43200 < th dose dependent no NA NA
924 93.41 temperature 15 43200 < th dose independent rect. 24 1
927 93.41 humidity 80 43200 > th dose dependent rect. 10 5
972 93.53 temperature 15 43200 < th dose dependent rect. 1 23
981 93.56 radiation 10 720 < th dose independent rect. 14 18
987 93.58 radiation 10 720 < th dose independent rect. 15 16