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Os05g0215000

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

Description : BURP domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.33 (0.0476) R2 : 0.688
β1 : -2.95 (0.174) R2dD : 0.21 R2D : 0.198
β2 : 1.55 (0.138) R2dC : 0.101 R2C : 0.235
β3 : 2.25 (0.136) R2dE : 0.236 R2E : 0.384
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.435 (0.101) R2dN8 : 0.0199 R2N8 : -0.0105
σ : 0.888
deviance : 363.18
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C
peak time of C : 7.07
E
wheather : humidity
threshold : 100
memory length : 797
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 18.5
open length of G : 4.73

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
348.41 0.877 8.34 -2.94 1.95 1.9 2.38 0.992 -0.454 5.95 91.85 766 18.8 5.03
349.78 0.871 8.33 -3 1.94 1.89 2.78 -- -0.459 5.89 92.44 778 18.8 5.07
354.1 0.876 8.32 -2.83 1.51 2.36 -- 2.11 -0.407 6.87 99.21 819 18.7 4.58
363.18 0.888 8.33 -2.95 1.55 2.25 -- -- -0.435 7.07 100 797 18.5 4.73
380.16 0.908 8.4 -2.9 -- 3.3 -- 2.35 -0.486 -- 109.8 875 18.7 5.08
426.06 0.968 8.32 -3.15 3 -- 2.58 -- -0.456 5.06 -- -- -- --
442.94 0.986 8.33 -3.15 3.02 -- -- -- -0.468 5.02 -- -- -- --
386.07 0.915 8.38 -2.97 -- 3.97 -- -- -0.516 -- 110.2 849 18.2 7.6
594.56 1.14 8.28 -- 1.15 2.73 -- -- -0.18 7.81 98.82 848 18.5 4.64
920.82 1.42 8.37 -3.04 -- -- -- -- -0.391 -- -- -- -- --
704.31 1.24 8.25 -- 2.96 -- -- -- -0.118 5.06 -- -- -- --
608.54 1.15 8.33 -- -- 4.09 -- -- -0.186 -- 105 854 18.5 7.17
1164.6 1.59 8.29 -- -- -- -- -- -0.054 -- -- -- -- --

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
1 351.81 humidity 90 720 < th dose dependent rect. 19 5
3 352.35 humidity 90 720 < th dose dependent rect. 19 2
20 362.43 humidity 90 720 < th dose dependent rect. 18 12
23 362.80 humidity 60 720 > th dose dependent rect. 18 8
29 363.97 humidity 80 720 < th dose independent rect. 19 3
38 364.67 humidity 70 720 > th dose dependent rect. 15 11
53 365.91 humidity 80 720 > th dose independent rect. 14 12
61 366.27 humidity 80 90 > th dose dependent rect. 23 4
114 369.46 humidity 70 720 > th dose dependent sin 15 NA
121 369.84 humidity 80 720 > th dose independent rect. 18 8
141 370.77 humidity 80 720 > th dose independent sin 15 NA
145 370.88 humidity 90 720 > th dose independent rect. 22 2
171 371.62 humidity 90 30 > th dose independent rect. 22 6
201 372.44 humidity 80 720 > th dose dependent rect. 22 1
301 375.80 humidity 80 720 < th dose independent sin 15 NA
303 375.85 humidity 90 720 < th dose independent rect. 10 14
306 376.07 humidity 80 720 < th dose independent rect. 12 13
347 376.85 radiation 10 1440 > th dose independent sin 16 NA
355 376.98 radiation 10 1440 < th dose dependent rect. 12 6
357 377.00 radiation 10 1440 < th dose dependent rect. 12 8
364 377.10 radiation 10 1440 < th dose dependent rect. 12 16
433 377.73 radiation 10 1440 > th dose independent rect. 11 7
469 378.04 radiation 10 1440 > th dose independent rect. 13 5
489 378.11 humidity 90 30 > th dose independent rect. 20 8
498 378.26 humidity 90 720 < th dose dependent sin 13 NA
503 378.33 radiation 10 1440 > th dose independent rect. 15 3
535 378.58 humidity 90 30 > th dose independent rect. 18 10
575 378.78 radiation 10 1440 < th dose independent rect. 15 1
597 379.06 humidity 90 30 > th dose independent rect. 8 20
601 379.11 radiation 10 1440 < th dose dependent sin 17 NA
619 379.31 radiation 30 43200 > th dose independent rect. 15 1
629 379.39 humidity 90 30 > th dose independent rect. 6 22
641 379.50 humidity 90 30 > th dose independent rect. 15 13
690 379.73 humidity 90 30 > th dose independent rect. 11 17
702 379.80 radiation 10 43200 > th dose independent rect. 15 1
764 380.50 atmosphere 1000 270 > th dose independent rect. 23 2
873 381.17 wind 3 90 < th dose dependent rect. 23 4
886 381.26 atmosphere 1000 270 > th dose independent rect. 22 4