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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.

Os09g0468000

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

Description : Multi antimicrobial extrusion protein MatE family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.51 (0.0461) R2 : 0.593
β1 : -1.41 (0.173) R2dD : 0.0682 R2D : 0.0592
β2 : 2.06 (0.116) R2dC : 0.325 R2C : 0.255
β3 : 0.925 (0.256) R2dE : 0.0158 R2E : -0.057
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 9.89 (0.997) R2dD*E : 0.116 R2D*E : 0.15
γ1 : -0.852 (0.0994) R2dN8 : 0.093 R2N8 : 0.0248
σ : 0.842
deviance : 326.88
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_____
C
peak time of C : 14.3
E
wheather : precipitation
threshold : 0.3258
memory length : 4305
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 11.4
open length of G : 6.93

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
326.88 0.849 5.52 -1.41 2 0.904 -1.24 9.82 -0.855 14.3 0.07656 4316 11.4 7.02
373.75 0.9 5.53 -1.4 1.98 1.63 -1.72 -- -0.884 14.5 1.983 4317 13.1 6.3
326.88 0.842 5.51 -1.41 2.06 0.925 -- 9.89 -0.852 14.3 0.3258 4305 11.4 6.93
373.97 0.901 5.53 -1.45 1.97 1.7 -- -- -1.05 14.4 2.51 4316 14.8 6.39
486.54 1.03 5.37 -1.95 -- 1.28 -- -1.17 -0.617 -- 0.3981 4331 11.4 7.26
423.73 0.965 5.4 -1.94 1.97 -- -1.49 -- -0.771 14.3 -- -- -- --
431.87 0.973 5.4 -1.98 1.97 -- -- -- -0.781 14.2 -- -- -- --
493.06 1.04 5.38 -2.01 -- 1.29 -- -- -0.635 -- 1.037 10137 11.5 7.29
417.66 0.952 5.53 -- 2.06 2.3 -- -- -0.934 14.5 2.737 4316 14.8 6.38
662.32 1.2 5.42 -2.07 -- -- -- -- -0.828 -- -- -- -- --
535.68 1.08 5.35 -- 2 -- -- -- -0.56 14.2 -- -- -- --
533.44 1.08 5.37 -- -- 2.22 -- -- -0.673 -- 1.625 10136 10.8 7.58
775.03 1.3 5.37 -- -- -- -- -- -0.599 -- -- -- -- --

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
1 292.92 wind 7 14400 < th dose independent rect. 10 11
3 293.36 wind 7 14400 > th dose independent rect. 10 11
5 293.40 wind 7 14400 > th dose independent rect. 5 16
6 293.43 wind 7 14400 < th dose independent rect. 5 16
7 293.57 wind 7 43200 < th dose independent rect. 15 2
8 293.67 wind 7 14400 > th dose independent rect. 7 14
10 293.74 wind 7 14400 < th dose independent rect. 7 14
15 294.79 wind 7 14400 < th dose independent sin 23 NA
18 295.01 wind 7 14400 > th dose independent sin 23 NA
23 295.47 temperature 30 43200 > th dose dependent rect. 8 1
37 295.49 wind 7 14400 > th dose dependent rect. 10 11
38 295.54 wind 7 43200 > th dose independent rect. 15 2
47 295.96 wind 7 14400 > th dose dependent rect. 5 16
53 296.13 wind 7 14400 < th dose independent rect. 11 5
63 296.27 temperature 30 43200 > th dose independent rect. 8 1
109 296.78 temperature 30 43200 < th dose independent rect. 3 6
113 296.85 wind 7 14400 > th dose independent rect. 24 21
127 297.08 wind 7 14400 < th dose independent rect. 24 21
146 297.30 temperature 30 43200 < th dose independent rect. 8 1
154 297.41 temperature 30 43200 < th dose independent rect. 20 13
157 297.45 wind 7 14400 > th dose independent rect. 11 5
167 297.66 wind 5 43200 > th dose dependent rect. 15 2
188 297.80 wind 9 14400 > th dose dependent rect. 17 22
235 298.45 wind 7 14400 < th dose independent rect. 10 15
264 299.00 wind 7 14400 > th dose independent rect. 5 20
288 299.30 wind 7 14400 > th dose dependent rect. 24 21
295 299.39 wind 7 14400 < th dose independent rect. 5 20
326 299.67 wind 7 14400 > th dose dependent rect. 10 15
380 300.12 temperature 30 43200 > th dose dependent sin 9 NA
435 300.54 wind 7 14400 > th dose dependent rect. 5 20
464 300.95 wind 7 14400 > th dose dependent sin 20 NA
484 301.03 wind 9 14400 < th dose independent rect. 17 22
490 301.14 wind 1 43200 < th dose dependent rect. 8 4
505 301.31 wind 5 43200 > th dose dependent rect. 15 4
533 301.51 wind 7 14400 > th dose independent rect. 18 22
546 301.62 wind 7 14400 > th dose independent rect. 20 21
562 301.85 wind 5 14400 > th dose dependent sin 23 NA
578 301.99 temperature 30 43200 > th dose independent sin 9 NA
632 302.29 temperature 30 43200 < th dose independent sin 9 NA
676 302.80 wind 1 43200 < th dose dependent rect. 23 3
695 302.96 wind 7 14400 < th dose independent rect. 20 23
728 303.27 wind 7 14400 > th dose independent no NA NA
807 303.90 wind 7 14400 < th dose independent no NA NA
819 303.99 wind 7 14400 > th dose dependent rect. 12 23
832 304.07 wind 9 43200 > th dose dependent rect. 13 1
900 304.63 wind 7 14400 > th dose dependent no NA NA
902 304.64 wind 7 14400 > th dose independent rect. 15 23
920 304.68 wind 1 43200 > th dose dependent rect. 11 5
938 304.74 temperature 30 43200 > th dose dependent no NA NA