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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.

Os03g0799200

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

Description : Protein of unknown function DUF593 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.69 (0.0434) R2 : 0.586
β1 : -1.57 (0.166) R2dD : 0.0967 R2D : 0.057
β2 : 0.965 (0.108) R2dC : 0.0744 R2C : 0.0384
β3 : 1.94 (0.205) R2dE : 0.109 R2E : 0.243
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.25 (0.1) R2dN8 : 0.236 R2N8 : 0.231
σ : 0.79
deviance : 287.69
__
_____
C
peak time of C : 8.26
E
wheather : temperature
threshold : 25.1
memory length : 1020
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
276.87 0.782 5.7 -1.73 0.945 1.96 1.74 0.571 -1.29 8.55 24.9 985 -- --
277.23 0.775 5.69 -1.64 0.951 1.91 1.84 -- -1.27 8.56 25.03 995 -- --
285.64 0.787 5.71 -1.81 0.93 2.02 -- 1.28 -1.31 8.31 24.98 965 -- --
287.69 0.79 5.69 -1.57 0.965 1.94 -- -- -1.25 8.26 25.1 1020 -- --
321.59 0.835 5.71 -1.7 -- 2.37 -- 1.19 -1.2 -- 26.4 723 -- --
330.27 0.852 5.78 -2.2 1.11 -- 1.79 -- -1.67 9.08 -- -- -- --
341.4 0.865 5.77 -2.14 1.11 -- -- -- -1.67 8.98 -- -- -- --
323.17 0.837 5.69 -1.49 -- 2.29 -- -- -1.15 -- 26.7 724 -- --
311.22 0.822 5.63 -- 1.11 2.95 -- -- -0.987 8.91 22.4 6252 -- --
411.53 0.948 5.8 -2.14 -- -- -- -- -1.66 -- -- -- -- --
461.65 1.01 5.72 -- 1.1 -- -- -- -1.43 9.12 -- -- -- --
374.6 0.901 5.63 -- -- 2.88 -- -- -0.873 -- 26.68 740 -- --
532 1.08 5.75 -- -- -- -- -- -1.42 -- -- -- -- --

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
1 271.53 temperature 15 270 > th dose dependent rect. 17 22
2 271.63 temperature 30 270 < th dose dependent rect. 23 21
15 275.61 temperature 10 1440 > th dose dependent rect. 24 1
17 275.90 temperature 30 1440 < th dose dependent rect. 4 1
20 276.15 temperature 10 1440 > th dose dependent rect. 24 5
25 276.31 temperature 30 1440 < th dose dependent rect. 24 5
28 276.40 temperature 25 1440 < th dose dependent rect. 16 13
33 276.52 temperature 15 1440 > th dose dependent rect. 3 2
59 276.90 temperature 30 1440 < th dose dependent rect. 1 1
86 277.22 temperature 25 1440 < th dose dependent sin 14 NA
155 277.94 temperature 20 270 > th dose dependent sin 7 NA
175 278.11 temperature 15 90 > th dose dependent rect. 19 23
204 278.41 temperature 20 4320 < th dose independent rect. 16 8
219 278.49 temperature 25 720 < th dose dependent rect. 16 22
236 278.55 temperature 25 1440 < th dose dependent rect. 17 6
294 278.89 temperature 20 4320 > th dose independent rect. 16 8
298 278.90 temperature 25 720 < th dose dependent no NA NA
329 279.08 temperature 25 720 < th dose dependent rect. 6 23
356 279.23 temperature 25 720 < th dose dependent rect. 19 23
402 279.47 temperature 20 4320 < th dose independent sin 17 NA
405 279.48 temperature 20 4320 > th dose independent sin 17 NA
497 279.90 temperature 25 1440 < th dose dependent rect. 21 1
577 280.21 temperature 20 4320 > th dose independent rect. 12 16
625 280.34 temperature 10 720 > th dose dependent rect. 20 17
756 280.66 wind 1 43200 > th dose dependent rect. 1 1
766 280.68 temperature 20 1440 < th dose independent rect. 4 3
835 280.94 temperature 20 4320 > th dose independent rect. 21 2
951 281.23 temperature 25 1440 < th dose dependent rect. 17 1
993 281.36 temperature 25 1440 < th dose dependent rect. 24 14
999 281.38 temperature 20 4320 < th dose independent rect. 21 2