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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.

Os03g0680100

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

Description : Tetratricopeptide-like helical domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.14 (0.0349) R2 : 0.538
β1 : -1.53 (0.128) R2dD : 0.153 R2D : 0.153
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.61 (0.318) R2dE : 0.0436 R2E : 0.183
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -14.4 (1.27) R2dD*E : 0.219 R2D*E : 0.326
γ1 : -0.12 (0.0737) R2dN8 : 0.00363 R2N8 : -0.00663
σ : 0.644
deviance : 191.44
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_____
C
peak time of C : --
E
wheather : wind
threshold : 4.554
memory length : 58
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 14.4
open length of G : 6.35

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = > th, dose dependency = dose dependent, type of G = rect.)

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
172.76 0.618 3.15 -1.56 0.446 1.2 -2.23 -14.7 -0.0951 19.4 5.173 59 14.2 5.66
202.52 0.663 3.12 -1.31 0.497 3.61 -3.38 -- -0.0154 18.7 6.054 58 14.1 7.17
184.19 0.632 3.14 -1.49 0.394 1.29 -- -15.1 -0.0906 20.1 4.7 50 14.4 6.49
223.72 0.697 3.18 -1.28 0.399 5.54 -- -- -0.0322 18.7 6.393 58 14.2 7.05
191.44 0.644 3.14 -1.53 -- 1.61 -- -14.4 -0.12 -- 4.554 58 14.4 6.35
265.79 0.764 3.21 -1.63 0.779 -- -4.58 -- -0.132 18.6 -- -- -- --
318.28 0.835 3.22 -1.56 0.761 -- -- -- -0.147 18.8 -- -- -- --
232.13 0.71 3.17 -1.23 -- 5.81 -- -- -0.0751 -- 6.174 58 14.2 7.05
266.36 0.76 3.17 -- 0.402 5.95 -- -- 0.0177 19.3 6.336 58 14.2 7.12
348.62 0.872 3.2 -1.58 -- -- -- -- -0.161 -- -- -- -- --
382.55 0.915 3.18 -- 0.78 -- -- -- 0.0272 18.7 -- -- -- --
274.36 0.771 3.15 -- -- 6.15 -- -- 0.0587 -- 6.132 58 14.2 7.14
414.33 0.95 3.16 -- -- -- -- -- 0.0138 -- -- -- -- --

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
1 177.57 wind 5 90 > th dose dependent rect. 14 6
8 181.54 wind 7 270 > th dose independent rect. 14 1
9 182.14 wind 7 90 > th dose independent rect. 14 6
12 183.23 wind 7 270 > th dose dependent rect. 14 1
38 188.52 wind 7 10 > th dose independent rect. 15 5
610 206.89 wind 7 10 > th dose dependent sin 13 NA
674 208.30 wind 5 30 > th dose dependent sin 15 NA
703 209.18 wind 7 10 > th dose independent sin 14 NA
747 210.21 wind 5 30 < th dose independent rect. 16 10
902 212.66 wind 9 10 < th dose independent sin 14 NA
909 212.71 wind 7 90 > th dose independent sin 15 NA
986 213.39 wind 7 270 < th dose independent rect. 7 15