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Os07g0521100

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

Description : Leucine-rich repeat, typical subtype containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.18 (0.025) R2 : 0.597
β1 : 1.97 (0.0914) R2dD : 0.426 R2D : 0.333
β2 : 0.894 (0.0647) R2dC : 0.17 R2C : 0.134
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.511 (0.0533) R2dN8 : 0.109 R2N8 : 0.00655
σ : 0.47
deviance : 100.53
__
_____
C
peak time of C : 19.1
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, 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
87.95 0.441 8.12 2.06 0.887 -0.256 -0.305 3.92 0.525 19 998.5 12498 -- --
93.34 0.45 8.17 1.85 0.898 0.485 -0.195 -- 0.573 19 999.3 15513 -- --
87.9 0.437 8.11 2.12 0.894 -0.4 -- 4.57 0.525 19.1 999 11869 -- --
93.52 0.45 8.16 1.86 0.882 0.485 -- -- 0.579 19.1 999.1 15579 -- --
129.38 0.53 8.09 2.11 -- -0.421 -- 4.72 0.5 -- 999.1 11977 -- --
100.29 0.469 8.18 1.96 0.895 -- -0.302 -- 0.512 19.1 -- -- -- --
100.53 0.47 8.18 1.97 0.894 -- -- -- 0.511 19.1 -- -- -- --
135.2 0.542 8.15 1.85 -- 0.493 -- -- 0.566 -- 999.3 16190 -- --
178.27 0.622 8.17 -- 0.819 1.01 -- -- 0.506 19 998.9 14605 -- --
142.63 0.558 8.16 1.95 -- -- -- -- 0.495 -- -- -- -- --
202.85 0.666 8.23 -- 0.873 -- -- -- 0.292 19.2 -- -- -- --
217.35 0.687 8.17 -- -- 0.947 -- -- 0.436 -- 998.9 14646 -- --
243.23 0.728 8.21 -- -- -- -- -- 0.279 -- -- -- -- --

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 85.25 atmosphere 1005 14400 > th dose independent rect. 9 1
2 85.31 atmosphere 1005 14400 < th dose independent rect. 9 1
8 85.89 atmosphere 1010 14400 < th dose dependent rect. 15 1
15 86.00 atmosphere 995 14400 > th dose dependent rect. 15 1
77 86.16 atmosphere 1010 14400 < th dose dependent sin 19 NA
321 86.30 atmosphere 1010 14400 < th dose dependent no NA NA
361 86.31 atmosphere 1010 14400 < th dose dependent rect. 22 22
365 86.31 atmosphere 1010 14400 < th dose dependent rect. 19 23
392 86.33 atmosphere 995 14400 > th dose dependent sin 18 NA
423 86.34 atmosphere 1005 14400 > th dose independent rect. 5 18
510 86.38 atmosphere 1010 14400 < th dose dependent rect. 22 1
534 86.39 atmosphere 1005 14400 > th dose independent rect. 19 2
536 86.39 atmosphere 1005 14400 < th dose independent rect. 6 12
623 86.42 atmosphere 1005 14400 < th dose independent rect. 5 16
662 86.43 atmosphere 995 14400 > th dose dependent rect. 22 1
807 86.48 atmosphere 1005 14400 > th dose independent rect. 7 8
809 86.48 atmosphere 1005 14400 > th dose independent rect. 5 13
840 86.49 atmosphere 1005 14400 > th dose independent rect. 6 11
846 86.49 atmosphere 1005 14400 > th dose independent rect. 14 20