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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.

Os09g0298400

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

Description : WD40-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.97 (0.0187) R2 : 0.0405
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.172 (0.0393) R2dN8 : 0.0523 R2N8 : 0.0405
σ : 0.352
deviance : 56.79
__
_____
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 = 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
32.37 0.267 10 -0.06 0.255 -0.926 -0.552 -0.3 0.00936 16.9 26.7 230 -- --
32.49 0.265 10 -0.0907 0.247 -0.9 -0.453 -- 0.00693 16.9 26.9 215 -- --
33.01 0.268 10 -0.0791 0.257 -0.932 -- -0.138 0.00669 17.3 26.76 208 -- --
32.92 0.267 10 -0.109 0.259 -0.921 -- -- -0.006 17.9 26.83 170 -- --
35.08 0.276 10 -0.188 -- -1.1 -- 0.251 -0.0116 -- 30.97 233 -- --
44.51 0.313 9.97 0.126 0.468 -- -0.437 -- 0.199 16.7 -- -- -- --
45 0.314 9.97 0.124 0.466 -- -- -- 0.196 16.7 -- -- -- --
35.1 0.276 10 -0.151 -- -1.06 -- -- -0.0229 -- 28.63 233 -- --
33.22 0.268 10 -- 0.266 -0.891 -- -- 0.0159 17.8 26.79 168 -- --
56.5 0.351 9.97 0.106 -- -- -- -- 0.184 -- -- -- -- --
45.41 0.315 9.97 -- 0.463 -- -- -- 0.183 16.7 -- -- -- --
35.68 0.278 10 -- -- -1.05 -- -- 0.0158 -- 30.85 238 -- --
56.79 0.352 9.97 -- -- -- -- -- 0.172 -- -- -- -- --

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 30.93 temperature 20 1440 > th dose dependent rect. 20 12
2 30.94 temperature 20 1440 > th dose dependent rect. 22 10
16 31.06 temperature 20 270 > th dose dependent sin 11 NA
21 31.09 temperature 20 1440 > th dose dependent rect. 20 8
26 31.11 temperature 20 4320 > th dose dependent rect. 20 1
34 31.14 temperature 20 1440 > th dose dependent rect. 5 2
41 31.16 temperature 10 4320 > th dose dependent rect. 21 1
44 31.17 temperature 30 4320 < th dose dependent rect. 21 1
45 31.17 temperature 20 1440 > th dose dependent rect. 22 3
57 31.20 temperature 20 1440 > th dose dependent sin 10 NA
108 31.37 temperature 25 4320 < th dose independent rect. 20 1
124 31.41 temperature 20 720 > th dose dependent rect. 15 17
138 31.44 temperature 25 4320 < th dose independent rect. 19 3
159 31.50 temperature 25 4320 > th dose independent rect. 20 1
166 31.51 temperature 25 4320 > th dose independent rect. 19 3
192 31.56 temperature 25 4320 < th dose independent rect. 17 7
295 31.71 temperature 30 270 < th dose dependent sin 10 NA
367 31.80 temperature 30 1440 < th dose dependent rect. 6 1
383 31.82 temperature 30 1440 < th dose dependent rect. 4 4
393 31.84 temperature 25 4320 < th dose independent sin 15 NA
401 31.84 temperature 30 720 < th dose dependent rect. 16 15
472 31.90 temperature 30 1440 < th dose dependent rect. 20 13
593 31.97 temperature 25 4320 > th dose independent sin 15 NA
690 32.02 temperature 25 4320 < th dose independent rect. 15 16
701 32.03 temperature 30 1440 < th dose dependent sin 10 NA
910 32.15 temperature 25 4320 > th dose independent rect. 15 16