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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.

Os08g0156900

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

Description : Spo11/DNA topoisomerase VI, subunit A family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.37 (0.026) R2 : 0.503
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.01 (0.0651) R2dC : 0.266 R2C : 0.289
β3 : -1.03 (0.0751) R2dE : 0.24 R2E : 0.203
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.293 (0.0581) R2dN8 : 0.0421 R2N8 : -0.0407
σ : 0.479
deviance : 105.57
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_____
C
peak time of C : 3.87
E
wheather : temperature
threshold : 22.21
memory length : 1421
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
103.04 0.477 5.39 -0.0416 1.02 -0.98 -0.848 0.341 -0.317 3.77 22.4 1429 -- --
103.31 0.473 5.37 0.0741 1.02 -0.978 -0.871 -- -0.288 3.76 22.42 1446 -- --
105.1 0.477 5.38 -0.0481 1.01 -0.992 -- 0.405 -0.314 3.88 22.37 1410 -- --
105.49 0.478 5.37 0.0879 1.01 -0.992 -- -- -0.281 3.87 22.34 1428 -- --
158.05 0.586 5.39 -0.0486 -- -1.07 -- 0.481 -0.32 -- 22.31 1184 -- --
141.66 0.558 5.3 0.419 1.07 -- -0.877 -- 0.0553 3.71 -- -- -- --
143.92 0.562 5.29 0.432 1.06 -- -- -- 0.0602 3.81 -- -- -- --
158.65 0.587 5.38 0.108 -- -1.07 -- -- -0.283 -- 22.39 1207 -- --
105.57 0.479 5.37 -- 1.01 -1.03 -- -- -0.293 3.87 22.21 1421 -- --
206.36 0.671 5.3 0.476 -- -- -- -- 0.0886 -- -- -- -- --
148.85 0.571 5.3 -- 1.07 -- -- -- 0.0121 3.81 -- -- -- --
158.92 0.587 5.38 -- -- -1.1 -- -- -0.303 -- 22.36 1245 -- --
212.35 0.68 5.31 -- -- -- -- -- 0.0358 -- -- -- -- --

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
1 101.60 temperature 10 720 > th dose dependent rect. 18 21
6 102.59 temperature 10 720 > th dose dependent rect. 9 21
9 102.75 temperature 30 720 < th dose dependent rect. 15 21
20 103.26 temperature 25 1440 < th dose dependent rect. 15 9
36 103.58 temperature 25 1440 < th dose dependent sin 16 NA
54 103.77 temperature 25 1440 < th dose dependent rect. 13 16
61 103.81 temperature 25 1440 < th dose dependent rect. 11 18
100 104.01 temperature 30 720 < th dose dependent rect. 21 22
173 104.46 temperature 15 1440 > th dose dependent rect. 23 1
186 104.51 temperature 30 1440 < th dose dependent rect. 23 1
216 104.61 temperature 30 720 < th dose dependent rect. 5 23
253 104.75 temperature 25 1440 < th dose dependent rect. 3 21
265 104.80 temperature 10 720 > th dose dependent rect. 23 23
293 104.87 temperature 25 1440 < th dose dependent no NA NA
395 105.18 temperature 10 1440 > th dose dependent rect. 15 15
531 105.53 temperature 10 1440 > th dose dependent sin 13 NA
589 105.65 temperature 10 720 > th dose dependent no NA NA
605 105.67 temperature 10 720 > th dose dependent rect. 3 23
728 105.88 temperature 15 720 > th dose dependent rect. 14 23