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Os02g0537400

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Chaperonin clpA/B family protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 9.67 (0.0302) R2 : 0.696
β1 : 3.51 (0.129) R2dD : 0.834 R2D : 0.241
β2 : 1.13 (0.0697) R2dC : 0.176 R2C : 0.146
β3 : -0.728 (0.129) R2dE : 0.0347 R2E : -0.0436
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 3.92 (0.388) R2dD*E : 0.147 R2D*E : -0.184
γ1 : 0.448 (0.0654) R2dN8 : 0.0515 R2N8 : -0.0839
σ : 0.517
deviance : 123.12
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C
peak time of C : 20.4
E
wheather : temperature
threshold : 20.25
memory length : 1549
response mode : > th
dose dependency : dose independent
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 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
118.3 0.511 9.67 3.46 1.13 -0.704 -1.24 3.9 0.442 20.4 20.29 1540 -- --
138.45 0.548 9.75 3.07 1.23 -1.63 -1.81 -- 0.374 20.5 18.8 2222 -- --
123.12 0.517 9.67 3.51 1.13 -0.728 -- 3.92 0.448 20.4 20.25 1549 -- --
144.45 0.56 9.77 3.06 1.19 -1.67 -- -- 0.344 20.6 18.7 2196 -- --
194.22 0.649 9.66 3.56 -- -0.752 -- 4.07 0.428 -- 20.3 1562 -- --
177.69 0.625 9.84 2.29 1.16 -- -1.43 -- 0.0378 20.3 -- -- -- --
184.07 0.635 9.84 2.33 1.16 -- -- -- 0.037 20.3 -- -- -- --
216.6 0.685 9.74 3.15 -- -1.79 -- -- 0.346 -- 18.43 2869 -- --
326.36 0.841 9.89 -- 1.14 -0.48 -- -- -0.185 20.5 17.1 1838 -- --
258.61 0.751 9.81 2.32 -- -- -- -- 0.0245 -- -- -- -- --
327.27 0.846 9.9 -- 1.15 -- -- -- -0.223 20.5 -- -- -- --
398.11 0.929 9.85 -- -- -0.912 -- -- -0.209 -- 14.7 1459 -- --
401.03 0.935 9.87 -- -- -- -- -- -0.233 -- -- -- -- --

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
1 108.17 radiation 20 4320 > th dose dependent rect. 7 1
16 112.44 radiation 30 4320 > th dose independent rect. 7 1
46 114.22 radiation 30 4320 < th dose independent rect. 7 1
49 115.92 radiation 30 4320 < th dose independent rect. 23 9
55 116.28 radiation 30 4320 < th dose independent rect. 17 15
57 116.34 radiation 30 4320 < th dose independent rect. 2 6
62 116.71 humidity 70 14400 < th dose independent rect. 21 1
71 117.07 wind 7 4320 > th dose independent rect. 18 1
72 117.96 wind 7 4320 < th dose independent rect. 18 1
73 117.99 temperature 20 1440 > th dose independent rect. 21 21
76 118.05 temperature 20 1440 > th dose independent rect. 10 18
78 118.13 temperature 20 1440 > th dose independent rect. 10 21
83 118.20 temperature 20 1440 < th dose independent rect. 22 20
99 118.35 temperature 20 1440 > th dose independent rect. 5 23
104 118.38 temperature 20 1440 < th dose independent rect. 10 21
106 118.40 temperature 20 1440 < th dose independent rect. 10 18
108 118.40 wind 5 4320 > th dose dependent rect. 18 1
116 118.50 temperature 20 1440 > th dose independent rect. 16 22
129 118.56 temperature 20 1440 > th dose independent rect. 15 13
148 118.67 temperature 20 1440 < th dose independent rect. 5 23
174 118.76 temperature 20 1440 < th dose independent rect. 16 22
180 118.79 humidity 70 14400 < th dose dependent rect. 21 1
200 118.85 temperature 20 1440 > th dose independent rect. 13 23
201 118.86 temperature 20 1440 > th dose independent no NA NA
203 118.87 temperature 20 1440 < th dose independent rect. 15 13
256 119.12 temperature 20 1440 < th dose independent rect. 13 23
259 119.14 temperature 20 1440 < th dose independent no NA NA
269 119.19 temperature 20 1440 > th dose independent sin 5 NA
304 119.36 temperature 20 1440 < th dose independent sin 5 NA
307 119.40 wind 7 4320 > th dose independent rect. 15 5
310 119.41 wind 7 43200 > th dose dependent rect. 10 1
322 119.47 wind 9 43200 > th dose independent rect. 10 1
326 119.49 temperature 20 1440 > th dose independent sin 15 NA
363 119.62 wind 9 43200 < th dose independent rect. 10 1
392 119.80 temperature 20 1440 < th dose independent sin 14 NA
448 120.19 wind 7 4320 < th dose independent rect. 15 5
461 120.33 humidity 70 14400 < th dose dependent rect. 20 11
581 121.69 humidity 80 4320 > th dose dependent rect. 10 1
592 121.89 humidity 50 14400 < th dose dependent rect. 9 1
601 122.07 wind 7 43200 > th dose independent rect. 5 6
611 122.17 wind 7 43200 > th dose dependent rect. 4 9
615 122.20 wind 9 43200 > th dose independent rect. 20 17
631 122.25 wind 7 43200 < th dose independent rect. 5 6
638 122.31 radiation 1 1440 < th dose independent rect. 13 1
640 122.31 radiation 1 1440 < th dose dependent rect. 13 1
642 122.33 wind 9 43200 < th dose independent rect. 20 17
674 122.68 wind 7 43200 > th dose dependent rect. 24 13
700 122.93 wind 9 43200 < th dose independent rect. 3 10
708 122.99 temperature 25 4320 < th dose dependent rect. 5 11
712 123.01 wind 3 43200 > th dose independent rect. 2 2
734 123.17 wind 7 43200 > th dose dependent rect. 20 17
739 123.22 wind 9 43200 > th dose independent rect. 20 12
756 123.28 wind 3 43200 > th dose independent rect. 24 5
758 123.31 wind 5 43200 > th dose dependent rect. 6 1
762 123.34 wind 3 43200 < th dose independent rect. 2 2
768 123.39 temperature 25 4320 < th dose dependent rect. 13 1
771 123.43 wind 9 43200 < th dose independent sin 7 NA
787 123.52 wind 9 43200 < th dose independent rect. 20 12
797 123.59 wind 3 43200 > th dose dependent rect. 23 11
804 123.64 radiation 1 43200 < th dose independent rect. 9 1
805 123.65 radiation 1 43200 > th dose independent rect. 9 1
820 123.72 wind 3 43200 < th dose independent rect. 24 5
837 123.78 wind 7 43200 > th dose dependent sin 7 NA
844 123.82 wind 9 43200 > th dose dependent rect. 20 11
851 123.86 wind 9 43200 > th dose independent rect. 3 10
869 123.97 wind 1 43200 > th dose dependent rect. 24 4
876 124.00 humidity 70 14400 > th dose independent rect. 21 1
884 124.02 wind 3 43200 > th dose dependent rect. 2 8
898 124.06 wind 7 4320 > th dose dependent rect. 15 4
909 124.10 wind 3 43200 > th dose independent rect. 22 7
912 124.11 wind 9 43200 > th dose independent sin 7 NA
922 124.13 temperature 20 1440 < th dose dependent rect. 19 10
929 124.17 wind 9 43200 < th dose dependent rect. 24 4
930 124.19 radiation 1 1440 > th dose independent rect. 13 1
937 124.21 temperature 25 4320 < th dose dependent sin 0 NA
968 124.33 humidity 50 43200 > th dose dependent rect. 23 1