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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.

Os12g0571700

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 : 5.48 (0.0407) R2 : 0.592
β1 : -2.8 (0.157) R2dD : 0.339 R2D : 0.0646
β2 : 0.919 (0.103) R2dC : 0.0736 R2C : 0.107
β3 : 3.56 (0.184) R2dE : 0.429 R2E : 0.187
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.519 (0.0916) R2dN8 : 0.0444 R2N8 : -0.079
σ : 0.748
deviance : 257.75
__
_____
C
peak time of C : 3.91
E
wheather : temperature
threshold : 12.59
memory length : 1306
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 = 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
248.77 0.741 5.56 -3.39 0.974 3.54 1.19 -2.76 -0.673 3.64 11.5 1374 -- --
254.95 0.744 5.49 -2.79 0.926 3.58 1.13 -- -0.513 3.77 13.22 1310 -- --
252.91 0.741 5.55 -3.33 0.96 3.55 -- -2.41 -0.658 3.75 11.2 1346 -- --
257.75 0.748 5.48 -2.8 0.919 3.56 -- -- -0.519 3.91 12.59 1306 -- --
295.8 0.801 5.56 -3.29 -- 3.85 -- -2.21 -0.664 -- 7.934 1218 -- --
463.81 1.01 5.34 -1.68 1.21 -- 1.12 -- 0.127 3.42 -- -- -- --
467.75 1.01 5.34 -1.7 1.21 -- -- -- 0.121 3.45 -- -- -- --
299.63 0.806 5.5 -2.82 -- 3.84 -- -- -0.536 -- 13.33 1217 -- --
427.05 0.962 5.38 -- 0.954 1.9 -- -- -0.038 4.29 21.15 1163 -- --
550.39 1.1 5.34 -1.65 -- -- -- -- 0.153 -- -- -- -- --
544.05 1.09 5.3 -- 1.18 -- -- -- 0.31 3.45 -- -- -- --
472.26 1.01 5.38 -- -- 2.06 -- -- -0.0426 -- 21.3 1184 -- --
622.23 1.16 5.3 -- -- -- -- -- 0.336 -- -- -- -- --

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
1 237.20 temperature 30 720 < th dose dependent rect. 10 18
27 242.38 temperature 10 1440 > th dose dependent rect. 16 7
52 244.26 temperature 10 1440 > th dose dependent sin 16 NA
64 244.48 temperature 10 1440 > th dose dependent rect. 13 14
95 245.02 temperature 10 1440 > th dose dependent rect. 17 1
111 245.22 temperature 30 720 < th dose dependent sin 15 NA
113 245.24 temperature 30 1440 < th dose dependent rect. 16 7
399 249.12 temperature 10 1440 > th dose dependent rect. 2 22
473 249.58 temperature 10 1440 > th dose dependent no NA NA
528 249.97 temperature 10 1440 > th dose dependent rect. 21 23
531 249.98 temperature 10 1440 > th dose dependent rect. 16 23
632 250.64 temperature 30 720 < th dose dependent rect. 1 23
878 252.61 temperature 30 1440 < th dose dependent no NA NA
881 252.69 temperature 30 1440 < th dose dependent rect. 16 23
936 253.21 temperature 30 1440 < th dose dependent rect. 21 23