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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.

Os10g0537500

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

Description : Protein of unknown function DUF1084 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.47 (0.0422) R2 : 0.341
β1 : -1.6 (0.163) R2dD : 0.167 R2D : -0.0284
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.73 (0.188) R2dE : 0.384 R2E : 0.145
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.506 (0.0952) R2dN8 : 0.0634 R2N8 : -0.064
σ : 0.777
deviance : 278.11
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 10.1
memory length : 1374
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
244.67 0.735 8.54 -2.29 1.33 3.15 -1.73 -4.18 -0.728 7 16.04 646 -- --
255.85 0.745 8.44 -1.53 1.33 3.24 -0.814 -- -0.517 6.86 14.8 613 -- --
251.07 0.738 8.51 -2.17 1.36 3.18 -- -3.2 -0.669 7.03 16.17 637 -- --
257.27 0.747 8.44 -1.56 1.38 3.35 -- -- -0.524 6.89 14.41 609 -- --
266.05 0.76 8.56 -2.22 -- 2.68 -- -3.05 -0.657 -- 15.34 1354 -- --
385.4 0.92 8.36 -0.745 0.561 -- -1.56 -- -0.0226 5.7 -- -- -- --
391.31 0.926 8.35 -0.753 0.552 -- -- -- -0.0159 5.88 -- -- -- --
278.11 0.777 8.47 -1.6 -- 2.73 -- -- -0.506 -- 10.1 1374 -- --
313.63 0.825 8.39 -- 1.25 2.36 -- -- -0.232 6.42 17.14 531 -- --
407.13 0.943 8.36 -0.737 -- -- -- -- -0.00304 -- -- -- -- --
406.26 0.943 8.33 -- 0.541 -- -- -- 0.068 5.95 -- -- -- --
336.76 0.855 8.41 -- -- 2.07 -- -- -0.228 -- 12.32 1338 -- --
421.44 0.958 8.34 -- -- -- -- -- 0.0787 -- -- -- -- --

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
1 232.67 temperature 20 720 > th dose dependent rect. 21 19
2 233.06 temperature 20 720 > th dose dependent rect. 23 17
17 236.73 temperature 20 720 > th dose dependent sin 4 NA
46 239.99 temperature 20 270 > th dose dependent rect. 1 21
47 240.08 temperature 20 270 > th dose dependent rect. 3 19
149 244.56 temperature 20 270 > th dose dependent rect. 12 23
225 246.80 temperature 30 1440 < th dose dependent rect. 18 1
231 247.00 temperature 15 720 > th dose dependent no NA NA
239 247.19 temperature 20 1440 > th dose dependent rect. 18 1
246 247.33 temperature 10 1440 > th dose dependent rect. 18 1
272 247.90 temperature 15 720 > th dose dependent rect. 14 23
298 248.66 temperature 20 1440 > th dose dependent rect. 13 20
322 249.06 temperature 10 720 > th dose dependent rect. 10 23
397 249.95 temperature 20 1440 > th dose dependent sin 16 NA
435 250.17 temperature 20 1440 > th dose dependent rect. 8 23
470 250.36 temperature 20 1440 > th dose dependent rect. 14 14
492 250.44 temperature 20 1440 > th dose dependent rect. 15 11