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Os01g0247600

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 : 11.2 (0.0286) R2 : 0.817
β1 : -2.1 (0.127) R2dD : 0.194 R2D : 0.197
β2 : 2.22 (0.0647) R2dC : 0.481 R2C : 0.436
β3 : -0.767 (0.115) R2dE : 0.0217 R2E : -0.0947
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -3.76 (0.443) R2dD*E : 0.0501 R2D*E : 0.122
γ1 : -0.8 (0.0644) R2dN8 : 0.107 R2N8 : 0.0289
σ : 0.497
deviance : 113.73
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C
peak time of C : 22
E
wheather : temperature
threshold : 29.3
memory length : 176
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
113.12 0.5 11.2 -2.13 2.18 -0.793 -0.533 -3.6 -0.81 22 28.48 247 -- --
128.9 0.529 11.3 -2.72 2.15 -0.745 -0.77 -- -0.931 22 31.49 294 -- --
113.73 0.497 11.2 -2.1 2.22 -0.767 -- -3.76 -0.8 22 29.3 176 -- --
131.03 0.533 11.3 -2.75 2.15 -0.761 -- -- -0.956 22 31.2 302 -- --
338.71 0.857 11.2 -2.43 -- -1.95 -- -2.06 -0.954 -- 49.5 727 -- --
136.54 0.548 11.2 -2.59 2.2 -- -0.702 -- -0.82 21.6 -- -- -- --
138.38 0.551 11.2 -2.57 2.21 -- -- -- -0.819 21.6 -- -- -- --
341.62 0.861 11.3 -3.13 -- -2.33 -- -- -1.18 -- 178.6 722 -- --
293.94 0.799 11.2 -- 2.21 1.8 -- -- -0.502 21.4 19.03 2 -- --
426.58 0.965 11.2 -2.55 -- -- -- -- -0.824 -- -- -- -- --
311.78 0.826 11.2 -- 2.21 -- -- -- -0.533 21.5 -- -- -- --
557.38 1.1 11.1 -- -- 1.57 -- -- -0.346 -- 23.7 2 -- --
597.84 1.14 11.1 -- -- -- -- -- -0.541 -- -- -- -- --

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
1 108.83 temperature 10.0 90 > th dose dependent rect. 7 22
3 109.62 atmosphere 1000.0 30 > th dose independent rect. 5 21
5 110.14 temperature 30.0 270 < th dose dependent rect. 1 22
10 110.83 temperature 20.0 270 > th dose dependent rect. 22 15
11 110.86 temperature 20.0 270 > th dose dependent sin 6 NA
17 111.30 temperature 20.0 270 > th dose dependent rect. 17 21
30 111.94 temperature 10.0 270 > th dose dependent rect. 16 23
40 112.13 atmosphere 1000.0 30 > th dose independent rect. 5 13
49 112.26 temperature 30.0 270 < th dose dependent sin 4 NA
63 112.59 temperature 30.0 270 < th dose dependent rect. 2 13
86 113.03 temperature 10.0 90 > th dose dependent rect. 21 23
102 113.33 temperature 30.0 270 < th dose dependent rect. 9 23
122 113.53 temperature 30.0 270 < th dose dependent no NA NA
131 113.62 precipitation 0.1 43200 > th dose independent rect. 17 2
151 113.83 temperature 25.0 720 > th dose independent rect. 22 21
154 113.86 precipitation 0.1 43200 < th dose independent rect. 17 2
155 113.86 precipitation 0.1 43200 < th dose dependent rect. 17 2
172 114.03 wind 1.0 14400 < th dose independent rect. 10 1
177 114.06 wind 1.0 14400 < th dose dependent rect. 10 1
195 114.21 temperature 30.0 270 < th dose dependent rect. 17 23
211 114.39 temperature 25.0 720 > th dose independent rect. 16 21
233 114.56 temperature 25.0 720 > th dose independent sin 7 NA
238 114.61 radiation 1.0 30 < th dose dependent rect. 21 23
241 114.64 temperature 25.0 720 < th dose independent rect. 16 21
254 114.73 wind 1.0 14400 > th dose independent rect. 10 2
293 114.96 temperature 10.0 10 > th dose dependent rect. 23 23
297 114.99 temperature 15.0 90 > th dose dependent no NA NA
302 115.01 temperature 25.0 720 > th dose independent rect. 22 15
319 115.09 radiation 1.0 30 < th dose dependent rect. 6 23
332 115.15 precipitation 0.1 43200 > th dose dependent rect. 14 5
347 115.21 atmosphere 1015.0 30 < th dose dependent rect. 8 21
358 115.28 radiation 1.0 30 < th dose dependent rect. 13 16
420 115.49 temperature 25.0 720 > th dose independent rect. 20 17
430 115.53 temperature 20.0 90 > th dose dependent rect. 1 23
433 115.55 temperature 25.0 720 > th dose independent no NA NA
449 115.62 temperature 25.0 720 > th dose independent rect. 6 23
451 115.63 temperature 20.0 10 > th dose dependent rect. 15 23
456 115.64 temperature 20.0 10 > th dose dependent no NA NA
486 115.76 temperature 20.0 30 > th dose dependent rect. 3 23
503 115.82 temperature 25.0 270 < th dose independent rect. 1 21
535 115.90 temperature 25.0 720 < th dose independent rect. 3 23
550 115.94 temperature 20.0 10 > th dose dependent rect. 19 23
562 115.98 radiation 1.0 30 < th dose dependent rect. 15 14
571 116.00 temperature 20.0 30 > th dose dependent rect. 11 23
582 116.03 temperature 25.0 1440 < th dose independent rect. 1 10
621 116.13 temperature 25.0 720 < th dose independent no NA NA
635 116.16 wind 1.0 14400 < th dose independent rect. 20 4
668 116.24 temperature 25.0 720 < th dose independent rect. 23 23
698 116.31 temperature 25.0 720 < th dose independent rect. 20 23
733 116.39 temperature 25.0 720 < th dose independent rect. 9 23
744 116.43 wind 1.0 14400 > th dose independent rect. 20 3
826 116.61 temperature 25.0 720 < th dose dependent rect. 6 18
828 116.62 wind 1.0 14400 < th dose independent rect. 18 6
839 116.63 temperature 30.0 10 < th dose dependent rect. 1 23
864 116.68 precipitation 0.1 43200 > th dose dependent rect. 17 6
901 116.76 temperature 30.0 90 < th dose dependent rect. 5 6
942 116.84 wind 1.0 43200 > th dose independent rect. 16 8
951 116.86 temperature 30.0 90 < th dose dependent rect. 5 8
991 116.94 temperature 30.0 90 < th dose independent rect. 5 12
998 116.96 wind 1.0 14400 > th dose independent rect. 18 6