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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.

Os06g0561800

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

Description : Similar to Multidrug resistance associated protein 1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.9 (0.0209) R2 : 0.000225
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0141 (0.0441) R2dN8 : 0.00029 R2N8 : 0.000225
σ : 0.394
deviance : 71.36
__
_____
C
peak time of C : --
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
57.88 0.354 2.89 -0.104 0.11 1.33 0.15 -3.38 0.0205 10.7 1015 10 -- --
63.71 0.375 2.89 -0.156 0.0945 1.25 0.453 -- 0.0117 12.2 1015 35 -- --
57.93 0.357 2.89 -0.0978 0.113 1.33 -- -3.45 0.0205 9.9 1015 10 -- --
61.65 0.366 2.9 -0.165 0.109 1.24 -- -- -0.0214 12.2 1016 84 -- --
58.69 0.359 2.89 -0.0992 -- 1.28 -- -3.45 0.0199 -- 1015 19 -- --
69.75 0.392 2.9 -0.157 0.0233 -- 0.523 -- -0.00413 14 -- -- -- --
70.47 0.393 2.9 -0.142 0.0799 -- -- -- -0.00224 8.84 -- -- -- --
58.75 0.357 2.89 -0.0949 -- 2.44 -- -- 0.0119 -- 1016 62 -- --
58.06 0.355 2.89 -- 0.114 2.56 -- -- 0.0283 9.96 1016 71 -- --
70.83 0.393 2.9 -0.142 -- -- -- -- -0.00165 -- -- -- -- --
71 0.394 2.89 -- 0.0796 -- -- -- 0.0136 8.98 -- -- -- --
58.84 0.357 2.89 -- -- 2.51 -- -- 0.0282 -- 1016 83 -- --
71.36 0.394 2.9 -- -- -- -- -- 0.0141 -- -- -- -- --

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 57.47 atmosphere 1015 10 < th dose independent sin 11 NA
3 57.47 atmosphere 1015 270 < th dose independent sin 13 NA
4 57.47 atmosphere 1015 30 < th dose independent sin 23 NA
5 57.47 atmosphere 1015 270 < th dose independent sin 1 NA
52 57.78 atmosphere 1015 720 > th dose dependent rect. 3 21
53 57.79 atmosphere 1015 720 > th dose independent sin 22 NA
60 57.86 atmosphere 1015 720 > th dose dependent sin 22 NA
62 57.87 atmosphere 1015 720 > th dose independent rect. 22 1
65 57.88 atmosphere 1015 10 > th dose independent sin 7 NA
161 57.88 atmosphere 1015 10 > th dose independent no NA NA
167 57.88 atmosphere 1015 10 < th dose independent no NA NA
177 57.88 atmosphere 1015 10 > th dose independent rect. 23 1