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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os02g0177300

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

Description : Similar to Squamosa-promoter binding protein 1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.6 (--) R2 : -2.27
β1 : -0.646 (--) R2dD : -0.451 R2D : -2.29
β2 : 0.0221 (--) R2dC : -0.00404 R2C : -1.84
β3 : -24.3 (--) R2dE : -- R2E : --
β4 : -0.0448 (--) R2dD*C : 0.00148 R2D*C : -1.84
β5 : -51.4 (--) R2dD*E : -- R2D*E : --
γ1 : 0.00639 (--) R2dN8 : 0.0138 R2N8 : -1.82
σ : 0.231
deviance : 24.13
__
_____
C
peak time of C : 23.5
E
wheather : temperature
threshold : 2
memory length : 6
response mode : < th
dose dependency : dose independent
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 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
24.13 0.231 2.6 -0.646 0.0221 -24.3 -0.0448 -51.4 0.00639 23.5 2 6 -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
24.85 0.234 2.91 -0.00463 0.0171 -- 0.0146 -- 0.00124 1.26 -- -- -- --
24.85 0.233 2.91 -0.00508 0.0171 -- -- -- 0.00122 0.608 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
24.87 0.233 2.91 -0.00448 -- -- -- -- 0.00151 -- -- -- -- --
24.85 0.233 2.91 -- 0.0171 -- -- -- 0.00178 0.594 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
24.87 0.233 2.91 -- -- -- -- -- 0.00201 -- -- -- -- --

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 21.37 radiation 40 90 > th dose independent rect. 15 1
18 21.37 radiation 40 90 > th dose dependent rect. 15 1
35 21.39 radiation 20 10 > th dose dependent rect. 16 1
97 21.48 radiation 20 10 > th dose independent rect. 16 1
255 21.79 humidity 60 10 < th dose independent rect. 15 1
257 21.80 wind 1 90 < th dose dependent rect. 15 1
269 22.01 humidity 60 10 < th dose dependent rect. 15 1
357 22.18 wind 1 90 < th dose independent rect. 15 1
398 22.25 wind 3 10 < th dose dependent rect. 16 1
441 22.38 wind 3 10 < th dose independent rect. 16 1
451 22.45 humidity 60 10 < th dose independent sin 12 NA
496 22.48 humidity 60 10 > th dose independent sin 12 NA
549 22.58 humidity 60 10 < th dose dependent sin 12 NA
631 22.77 atmosphere 1005 10 < th dose dependent rect. 16 1
637 22.79 atmosphere 1005 90 < th dose dependent rect. 14 1
644 22.82 atmosphere 1005 10 < th dose dependent rect. 14 3
870 23.14 wind 7 30 > th dose dependent rect. 1 9
881 23.15 wind 7 10 > th dose dependent rect. 9 2
898 23.16 wind 9 30 > th dose independent rect. 1 10
948 23.17 wind 5 10 > th dose independent rect. 10 1
958 23.18 humidity 60 10 < th dose independent rect. 10 1
960 23.18 humidity 60 10 < th dose dependent rect. 10 1
995 23.19 humidity 60 10 > th dose independent rect. 14 12