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Os01g0130200

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.82 (0.0543) R2 : 0.678
β1 : -1.71 (0.214) R2dD : 0.0601 R2D : -0.0103
β2 : 3.84 (0.132) R2dC : 0.591 R2C : 0.525
β3 : -2.88 (0.236) R2dE : 0.13 R2E : 0.00845
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.263 (0.12) R2dN8 : 0.00557 R2N8 : 0.00699
σ : 1
deviance : 462.29
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C
peak time of C : 9.43
E
wheather : radiation
threshold : 0.17
memory length : 4275
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 = radiation, 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
435.51 0.981 7.81 -1.14 3.82 -3.93 -1.64 -4.38 0.269 9.52 0.1678 4276 -- --
449.07 0.987 7.81 -1.68 3.76 -2.84 -1.91 -- 0.268 9.48 0.1671 4278 -- --
445.12 0.983 7.81 -1.1 3.89 -4.14 -- -4.99 0.27 9.51 0.1721 4261 -- --
462.29 1 7.82 -1.71 3.84 -2.88 -- -- 0.263 9.43 0.17 4275 -- --
849.22 1.36 7.94 -0.949 -- -2.14 -- 2.38 0.548 -- 0.1721 4261 -- --
598.51 1.15 7.81 -0.683 3.6 -- -1.97 -- 0.636 9.38 -- -- -- --
612.41 1.16 7.82 -0.758 3.61 -- -- -- 0.633 9.33 -- -- -- --
885.7 1.39 7.93 -0.882 -- -2.12 -- -- 0.569 -- 0.17 4275 -- --
523.65 1.07 7.82 -- 3.85 -2.15 -- -- 0.306 9.34 1.68 4281 -- --
1374.48 1.73 7.91 -0.775 -- -- -- -- 0.647 -- -- -- -- --
627.53 1.17 7.8 -- 3.61 -- -- -- 0.717 9.34 -- -- -- --
906.18 1.41 7.91 -- -- -2.11 -- -- 0.668 -- 0.17 4275 -- --
1390.33 1.74 7.89 -- -- -- -- -- 0.733 -- -- -- -- --

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
1 429.08 atmosphere 1010 14400 > th dose dependent rect. 7 2
43 430.36 atmosphere 1010 14400 > th dose dependent rect. 11 1
72 430.90 atmosphere 1010 14400 > th dose dependent sin 4 NA
202 432.74 atmosphere 1015 14400 < th dose independent rect. 4 1
234 432.94 atmosphere 1015 14400 < th dose independent rect. 2 1
250 433.06 atmosphere 1015 14400 > th dose independent rect. 3 1
355 433.28 atmosphere 1015 14400 < th dose independent rect. 2 5
358 433.29 atmosphere 1015 14400 < th dose independent rect. 9 1
378 433.37 atmosphere 1010 14400 > th dose dependent no NA NA
408 433.45 atmosphere 1010 14400 > th dose dependent rect. 3 23
423 433.51 atmosphere 1010 14400 > th dose dependent rect. 11 23
470 433.71 radiation 20 14400 < th dose independent rect. 5 5
471 433.71 radiation 20 14400 < th dose independent rect. 2 8
479 433.73 radiation 20 14400 < th dose independent rect. 18 16
480 433.75 radiation 20 14400 < th dose independent rect. 22 12
652 435.29 atmosphere 1015 14400 > th dose independent sin 7 NA
674 435.53 atmosphere 1015 14400 < th dose independent sin 7 NA
688 435.67 radiation 1 14400 > th dose dependent rect. 5 2
738 436.07 radiation 20 14400 < th dose independent rect. 8 1
805 436.81 radiation 30 14400 < th dose dependent rect. 2 5
813 436.85 radiation 30 14400 < th dose dependent rect. 5 2
823 436.89 atmosphere 1010 14400 > th dose independent rect. 3 13
847 437.03 radiation 30 14400 < th dose dependent rect. 21 10
881 437.26 humidity 70 43200 > th dose independent rect. 8 1
902 437.49 atmosphere 1010 14400 > th dose independent sin 3 NA
928 437.61 atmosphere 1010 14400 > th dose dependent rect. 21 1
978 437.98 humidity 80 43200 > th dose independent rect. 17 1
980 438.00 radiation 20 14400 < th dose independent sin 10 NA