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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.

Os02g0317000

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.87 (0.0286) R2 : 0.0256
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.208 (0.0601) R2dN8 : 0.0331 R2N8 : 0.0256
σ : 0.538
deviance : 132.84
__
_____
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 = wind, 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
128.49 0.533 2.83 0.0575 0.119 0.244 -0.142 -1.48 0.26 9.05 5.718 2214 -- --
128.4 0.528 2.85 0.0716 0.113 0.461 -0.00438 -- 0.263 9.26 9.499 2273 -- --
128.13 0.527 2.84 0.0122 0.115 0.164 -- -1.78 0.253 8.51 10.1 2237 -- --
128.27 0.527 2.86 0.071 0.109 0.521 -- -- 0.253 8.53 9.824 2285 -- --
128.78 0.529 2.84 0.00878 -- 0.152 -- -1.79 0.252 -- 10.1 2191 -- --
132.33 0.539 2.87 -0.0351 0.0929 -- 0.00352 -- 0.203 8.2 -- -- -- --
132.33 0.539 2.87 -0.035 0.0929 -- -- -- 0.203 8.21 -- -- -- --
128.95 0.529 2.86 0.0709 -- 0.508 -- -- 0.252 -- 9.801 2285 -- --
128.4 0.528 2.86 -- 0.11 0.499 -- -- 0.243 8.48 9.879 2285 -- --
132.81 0.538 2.87 -0.0343 -- -- -- -- 0.204 -- -- -- -- --
132.36 0.538 2.87 -- 0.0927 -- -- -- 0.207 8.23 -- -- -- --
129.05 0.529 2.86 -- -- 0.476 -- -- 0.241 -- 10.2 2332 -- --
132.84 0.538 2.87 -- -- -- -- -- 0.208 -- -- -- -- --

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
1 115.23 wind 7 270 > th dose dependent rect. 8 1
13 117.10 wind 7 270 > th dose independent rect. 7 2
105 124.19 wind 1 30 < th dose dependent rect. 9 15
136 124.60 wind 7 10 > th dose dependent rect. 12 1
179 125.03 wind 1 30 < th dose dependent rect. 23 1
208 125.26 wind 9 1440 < th dose independent rect. 1 9
255 125.46 humidity 90 90 > th dose independent rect. 8 2
256 125.46 wind 5 720 < th dose independent rect. 1 8
286 125.66 humidity 90 90 > th dose dependent rect. 8 2
298 125.74 wind 7 1440 < th dose independent rect. 3 6
336 125.90 wind 1 30 < th dose independent rect. 9 15
446 126.17 wind 7 1440 > th dose independent rect. 4 1
463 126.20 wind 7 1440 > th dose dependent rect. 4 1
488 126.26 wind 7 1440 < th dose independent rect. 6 3
513 126.31 wind 1 30 > th dose independent sin 18 NA
523 126.33 wind 7 4320 > th dose dependent rect. 6 2
587 126.45 wind 7 1440 < th dose independent rect. 1 4
630 126.51 wind 7 1440 < th dose independent rect. 3 2
668 126.55 wind 1 30 < th dose dependent rect. 13 11
669 126.55 wind 1 30 < th dose dependent rect. 11 13
670 126.56 wind 5 720 > th dose independent sin 7 NA
708 126.60 wind 5 720 < th dose independent sin 7 NA
767 126.66 wind 7 720 < th dose dependent rect. 1 10
890 126.84 wind 7 10 > th dose independent rect. 12 1