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Os10g0534400

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

Description : Similar to E4 protein (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.45 (0.0311) R2 : 0.715
β1 : -3.85 (0.13) R2dD : 0.772 R2D : 0.278
β2 : 1.29 (0.0796) R2dC : 0.166 R2C : 0.139
β3 : -2.33 (0.14) R2dE : 0.254 R2E : -0.203
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.685 (0.0709) R2dN8 : 0.0932 R2N8 : -0.097
σ : 0.57
deviance : 149.69
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C
peak time of C : 6.25
E
wheather : temperature
threshold : 39.59
memory length : 5327
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
131 0.538 9.39 -3.56 1.3 -2.62 2.52 -2.05 -0.671 6.41 28.03 5227 -- --
134.36 0.54 9.44 -3.88 1.29 -2.35 2.5 -- -0.678 6.4 45.19 5295 -- --
146.37 0.563 9.39 -3.5 1.29 -2.65 -- -2.27 -0.674 6.26 27.3 5335 -- --
149.69 0.57 9.45 -3.85 1.29 -2.33 -- -- -0.685 6.25 39.59 5327 -- --
228.85 0.705 9.42 -3.49 -- -2.76 -- -2.4 -0.677 -- 27.71 5621 -- --
225.85 0.705 9.34 -2.77 1.3 -- 2.41 -- -0.207 6.04 -- -- -- --
239.84 0.725 9.34 -2.75 1.32 -- -- -- -0.217 5.87 -- -- -- --
231.62 0.709 9.48 -3.87 -- -2.42 -- -- -0.7 -- 45.27 5623 -- --
434.49 0.976 9.29 -- 1.39 -0.671 -- -- 0.00943 5.54 50.18 289 -- --
329.6 0.848 9.36 -2.71 -- -- -- -- -0.186 -- -- -- -- --
439.3 0.98 9.27 -- 1.27 -- -- -- 0.0897 5.97 -- -- -- --
510.15 1.05 9.32 -- -- -0.825 -- -- -0.00682 -- 37.31 1304 -- --
523.49 1.07 9.29 -- -- -- -- -- 0.115 -- -- -- -- --

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
1 124.09 temperature 20 14400 < th dose dependent rect. 5 1
2 125.35 temperature 20 14400 < th dose dependent rect. 1 5
4 125.49 temperature 20 14400 < th dose dependent rect. 1 1
22 126.96 radiation 1 43200 < th dose independent rect. 17 1
24 127.13 radiation 1 43200 > th dose independent rect. 17 1
28 127.55 radiation 1 43200 < th dose independent rect. 16 6
29 127.56 radiation 1 43200 < th dose independent rect. 16 3
34 127.57 radiation 1 43200 < th dose independent rect. 16 10
86 128.08 atmosphere 1005 43200 > th dose dependent rect. 16 1
136 128.58 radiation 1 43200 < th dose dependent rect. 17 1
143 128.65 radiation 1 43200 < th dose independent sin 16 NA
154 128.76 radiation 1 43200 < th dose dependent rect. 16 6
156 128.77 radiation 1 43200 < th dose dependent rect. 16 3
199 128.97 temperature 10 43200 > th dose dependent rect. 4 1
237 129.11 temperature 30 43200 < th dose dependent rect. 4 1
266 129.19 radiation 1 43200 < th dose independent rect. 8 14
267 129.19 radiation 1 43200 < th dose independent rect. 8 21
273 129.20 radiation 1 43200 < th dose independent rect. 8 11
278 129.20 atmosphere 1005 43200 > th dose dependent sin 20 NA
300 129.25 radiation 20 14400 < th dose dependent rect. 20 10
305 129.26 radiation 1 43200 > th dose independent sin 16 NA
309 129.27 atmosphere 1010 43200 > th dose independent rect. 7 1
335 129.32 radiation 20 14400 < th dose dependent rect. 4 2
373 129.38 atmosphere 1005 43200 < th dose independent rect. 17 1
392 129.41 atmosphere 1005 43200 > th dose independent rect. 17 1
433 129.49 atmosphere 1010 43200 < th dose independent rect. 7 1
459 129.52 radiation 1 14400 > th dose dependent rect. 5 1
468 129.52 atmosphere 1005 43200 > th dose dependent rect. 12 17
570 129.63 radiation 1 43200 > th dose independent rect. 8 11
617 129.65 atmosphere 1005 43200 > th dose dependent no NA NA
666 129.70 radiation 1 43200 < th dose dependent sin 15 NA
673 129.70 atmosphere 1005 43200 > th dose dependent rect. 19 23
719 129.77 atmosphere 1010 43200 < th dose independent rect. 3 6
743 129.80 radiation 1 43200 < th dose independent rect. 15 20
789 129.86 atmosphere 1005 43200 > th dose dependent rect. 4 1
911 129.98 atmosphere 1005 43200 > th dose dependent rect. 6 1
912 129.98 atmosphere 1005 43200 > th dose dependent rect. 4 3
931 130.00 radiation 1 43200 > th dose independent rect. 16 19