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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.

Os05g0369100

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.6 (0.0392) R2 : 0.229
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.39 (0.171) R2dE : 0.127 R2E : 0.167
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.432 (0.0868) R2dN8 : 0.0617 R2N8 : 0.103
σ : 0.725
deviance : 242.3
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 25.15
memory length : 669
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
237.42 0.724 3.59 -0.0468 0.16 -1.58 -0.643 -0.793 0.422 14 25.08 740 -- --
238.31 0.719 3.6 -0.109 0.136 -1.46 -0.766 -- 0.412 13.6 25.22 735 -- --
238.41 0.719 3.58 -0.0145 0.202 -1.58 -- -1.05 0.439 16.1 24.85 776 -- --
239.93 0.721 3.61 -0.194 0.192 -1.47 -- -- 0.402 16.1 25 757 -- --
240.24 0.722 3.58 -0.0267 -- -1.55 -- -0.956 0.433 -- 25 693 -- --
270.17 0.771 3.54 0.243 0.259 -- 0.779 -- 0.706 20.6 -- -- -- --
271.73 0.772 3.54 0.222 0.278 -- -- -- 0.709 19.4 -- -- -- --
241.45 0.724 3.61 -0.188 -- -1.47 -- -- 0.396 -- 25.1 674 -- --
240.78 0.723 3.6 -- 0.191 -1.38 -- -- 0.439 16.4 25 745 -- --
275.86 0.776 3.54 0.217 -- -- -- -- 0.704 -- -- -- -- --
273.03 0.773 3.55 -- 0.276 -- -- -- 0.684 19.5 -- -- -- --
242.3 0.725 3.6 -- -- -1.39 -- -- 0.432 -- 25.15 669 -- --
277.11 0.777 3.54 -- -- -- -- -- 0.68 -- -- -- -- --

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
1 232.42 temperature 20 1440 < th dose independent rect. 5 1
2 233.70 temperature 20 1440 > th dose independent rect. 5 1
9 235.90 temperature 25 720 < th dose dependent rect. 21 20
14 236.23 temperature 25 720 < th dose dependent rect. 23 21
25 236.38 temperature 20 1440 > th dose independent rect. 3 13
33 236.47 temperature 20 1440 > th dose independent rect. 3 9
35 236.52 temperature 20 1440 < th dose independent rect. 3 13
43 236.63 temperature 20 1440 < th dose independent rect. 3 9
46 236.65 temperature 20 1440 > th dose independent rect. 3 16
71 237.07 temperature 20 1440 < th dose independent rect. 3 16
74 237.16 temperature 10 720 > th dose dependent rect. 19 14
94 237.39 temperature 25 720 < th dose dependent rect. 16 23
98 237.42 temperature 10 720 > th dose dependent rect. 21 10
105 237.44 temperature 25 720 < th dose dependent rect. 13 23
106 237.45 temperature 25 720 < th dose dependent no NA NA
124 237.58 temperature 25 720 < th dose dependent rect. 11 23
129 237.61 temperature 25 720 < th dose dependent rect. 8 23
141 237.70 temperature 30 1440 < th dose dependent rect. 4 1
144 237.73 temperature 25 720 < th dose dependent sin 9 NA
148 237.77 temperature 10 1440 > th dose dependent rect. 4 1
155 237.81 temperature 30 720 < th dose dependent rect. 23 6
168 237.89 temperature 10 720 > th dose dependent rect. 20 19
253 238.47 temperature 20 1440 > th dose independent sin 3 NA
274 238.60 temperature 30 720 < th dose dependent rect. 1 4
302 238.77 temperature 20 1440 < th dose independent sin 3 NA
326 238.92 temperature 10 720 > th dose dependent sin 8 NA
354 239.11 temperature 25 720 < th dose dependent rect. 21 10
446 239.55 temperature 20 720 > th dose dependent rect. 1 7
656 240.40 temperature 20 720 > th dose independent rect. 21 19