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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.

Os02g0458100

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

Description : Similar to Sesquiterpene cyclase 1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.83 (0.027) R2 : 0.153
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 4.57 (0.51) R2dE : 0.149 R2E : 0.146
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0951 (0.0568) R2dN8 : 0.00674 R2N8 : 0.00381
σ : 0.508
deviance : 118.41
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_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 994.8
memory length : 12
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 = atmosphere, 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
123.49 0.518 -322 1980 0.0889 -95000 0.111 581000 0.102 9.75 995 10 -- --
120.26 0.515 2.83 0.0447 0.086 4.09 0.111 -- 0.103 9.66 995 10 -- --
123.53 0.518 -322 1980 0.0889 -95000 -- 581000 0.102 9.75 995 10 -- --
117.96 0.509 2.83 0.0542 0.0791 4.56 -- -- 0.101 10.4 994.7 10 -- --
123.99 0.519 -322 1980 -- -95000 -- 581000 0.103 -- 995 10 -- --
138.58 0.552 2.83 0.0772 0.09 -- 0.0664 -- 0.0919 12.3 -- -- -- --
138.6 0.551 2.83 0.0798 0.0898 -- -- -- 0.0923 12.4 -- -- -- --
118.34 0.509 2.83 0.0528 -- 4.57 -- -- 0.101 -- 994.8 12 -- --
118.03 0.509 2.83 -- 0.0788 4.57 -- -- 0.0952 10.4 994.8 10 -- --
139.11 0.551 2.83 0.0768 -- -- -- -- 0.0908 -- -- -- -- --
138.77 0.551 2.83 -- 0.0886 -- -- -- 0.0834 12.3 -- -- -- --
118.41 0.508 2.83 -- -- 4.57 -- -- 0.0951 -- 994.8 12 -- --
139.26 0.551 2.83 -- -- -- -- -- 0.0823 -- -- -- -- --

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
1 117.88 atmosphere 995 10 > th dose independent sin 6 NA
5 118.27 atmosphere 995 10 < th dose independent sin 6 NA
6 118.27 atmosphere 995 10 < th dose dependent sin 6 NA
7 118.28 atmosphere 995 90 < th dose independent rect. 14 1
8 118.28 atmosphere 995 10 < th dose independent rect. 15 1
134 118.28 atmosphere 995 90 < th dose dependent rect. 14 1
135 118.28 atmosphere 995 10 < th dose dependent rect. 15 1
304 120.00 temperature 30 30 > th dose dependent rect. 16 1
487 123.89 atmosphere 995 10 < th dose dependent no NA NA
700 124.25 temperature 30 10 > th dose dependent sin 12 NA
704 124.33 atmosphere 995 10 > th dose independent rect. 13 23
768 127.26 temperature 30 10 > th dose independent rect. 15 2
776 127.53 temperature 20 90 < th dose dependent rect. 24 2
779 127.55 atmosphere 995 30 > th dose independent rect. 21 23
785 127.61 temperature 20 90 < th dose independent rect. 24 1