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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.

Os01g0303600

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

Description : RINGv domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.36 (0.0439) R2 : 0.735
β1 : -5.33 (0.161) R2dD : 0.664 R2D : 0.59
β2 : 1.19 (0.105) R2dC : 0.0751 R2C : 0.075
β3 : -0.881 (0.161) R2dE : 0.0173 R2E : -0.00456
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.779 (0.0939) R2dN8 : 0.0544 R2N8 : -0.0229
σ : 0.821
deviance : 310.68
__
_____
C
peak time of C : 13.1
E
wheather : humidity
threshold : 39.02
memory length : 1493
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 = humidity, 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
287.9 0.797 5.36 -5.44 1.22 -1.26 -2.14 2.2 -0.828 11.9 20.69 1977 -- --
293.41 0.798 5.35 -5.21 1.22 -1.03 -2.09 -- -0.793 12.2 43 1972 -- --
303.51 0.811 5.37 -5.56 1.09 -1.11 -- 2.24 -0.831 12.7 36.16 1638 -- --
310.68 0.821 5.36 -5.33 1.19 -0.881 -- -- -0.779 13.1 39.02 1493 -- --
347.2 0.873 5.37 -5.34 -- -1.14 -- 1.71 -0.821 -- 61.97 1669 -- --
312.58 0.829 5.34 -5.2 1.19 -- -2.08 -- -0.734 12.9 -- -- -- --
330.76 0.852 5.35 -5.28 1.2 -- -- -- -0.743 13.1 -- -- -- --
356.65 0.883 5.38 -5.29 -- -1.1 -- -- -0.811 -- 61.97 1669 -- --
1006.5 1.48 5.33 -- 1.31 -1.79 -- -- -0.653 13.3 55.02 8537 -- --
420.11 0.958 5.37 -5.32 -- -- -- -- -0.767 -- -- -- -- --
1065.15 1.53 5.22 -- 1.29 -- -- -- -0.156 13.2 -- -- -- --
922.69 1.41 5.31 -- -- -4.39 -- -- -0.525 -- 2.307 47520 -- --
1167.81 1.6 5.23 -- -- -- -- -- -0.176 -- -- -- -- --

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
1 262.44 temperature 25 43200 > th dose dependent rect. 5 1
3 262.84 temperature 30 43200 < th dose independent rect. 18 13
5 262.98 temperature 25 43200 > th dose independent rect. 5 1
6 262.99 temperature 30 43200 < th dose independent rect. 18 5
9 263.03 temperature 30 43200 < th dose independent rect. 18 9
11 263.04 temperature 30 43200 < th dose independent rect. 18 1
22 263.56 temperature 30 43200 > th dose independent rect. 18 1
36 263.68 temperature 30 43200 > th dose dependent rect. 17 16
37 263.69 temperature 30 43200 > th dose dependent rect. 17 2
51 263.70 temperature 25 43200 < th dose independent rect. 4 2
179 266.44 temperature 30 43200 > th dose dependent rect. 8 1
196 266.64 temperature 30 43200 > th dose dependent sin 11 NA
209 266.98 temperature 25 43200 < th dose independent rect. 1 1
233 267.18 temperature 30 43200 > th dose independent rect. 8 1
285 267.46 temperature 25 43200 > th dose dependent rect. 21 2
296 267.57 temperature 30 43200 > th dose independent sin 10 NA
298 267.59 temperature 30 43200 < th dose independent rect. 20 13
310 267.67 temperature 30 43200 < th dose independent sin 10 NA
316 267.69 temperature 30 43200 < th dose independent rect. 8 1
355 267.85 temperature 30 43200 > th dose dependent rect. 10 1
633 269.36 temperature 30 43200 > th dose dependent no NA NA
634 269.36 temperature 30 43200 > th dose dependent rect. 8 11
859 269.82 radiation 1 43200 > th dose independent rect. 4 2
870 269.83 radiation 1 43200 < th dose independent rect. 2 4
872 269.85 radiation 1 43200 < th dose independent rect. 4 2
873 269.85 radiation 1 43200 < th dose independent rect. 21 9
914 270.05 radiation 10 43200 > th dose independent rect. 9 7