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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.

Os04g0535200

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

Description : Peptidase A1, pepsin family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.41 (0.05) R2 : 0.484
β1 : 3.13 (0.24) R2dD : 0.581 R2D : -0.409
β2 : 1.4 (0.0994) R2dC : 0.228 R2C : 0.0875
β3 : 0.658 (0.184) R2dE : 0.0249 R2E : -0.143
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 11 (0.792) R2dD*E : 0.795 R2D*E : -0.42
γ1 : 0.361 (0.105) R2dN8 : 0.0294 R2N8 : -0.14
σ : 0.718
deviance : 237.8
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_____
C
peak time of C : 16.6
E
wheather : temperature
threshold : 4.867
memory length : 6888
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
235.03 0.72 5.42 3.1 1.41 0.643 -1.04 10.8 0.358 16.6 5.843 6821 -- --
310.49 0.821 5.8 0.597 1.4 0.938 -2.01 -- -0.13 16.7 30.97 3524 -- --
237.8 0.718 5.41 3.13 1.4 0.658 -- 11 0.361 16.6 4.867 6888 -- --
308.23 0.818 5.97 -0.509 1.35 1.17 -- -- -0.904 16.5 25.64 47520 -- --
341.73 0.861 5.41 3.06 -- 0.467 -- 10.6 0.339 -- 1.917 6804 -- --
332.3 0.855 5.84 0.705 1.37 -- -1.39 -- -0.31 16.7 -- -- -- --
337.34 0.86 5.84 0.697 1.36 -- -- -- -0.317 16.7 -- -- -- --
402.76 0.939 5.84 0.491 -- 1.2 -- -- -0.404 -- 25.64 47520 -- --
310.95 0.821 5.94 -- 1.38 0.898 -- -- -0.741 16.7 26.3 47520 -- --
435.22 0.975 5.83 0.646 -- -- -- -- -0.353 -- -- -- -- --
350.16 0.875 5.86 -- 1.35 -- -- -- -0.395 16.8 -- -- -- --
409 0.945 5.85 -- -- 1.27 -- -- -0.46 -- 25.64 47520 -- --
446.24 0.986 5.84 -- -- -- -- -- -0.424 -- -- -- -- --

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
1 229.87 wind 3 43200 > th dose dependent rect. 4 5
3 230.67 wind 3 43200 > th dose dependent rect. 21 12
4 230.90 wind 5 43200 < th dose independent rect. 4 4
6 231.03 wind 5 43200 > th dose independent rect. 5 3
17 231.52 wind 3 43200 > th dose dependent rect. 7 1
27 232.08 wind 5 43200 < th dose independent rect. 3 7
31 232.28 wind 3 43200 > th dose dependent rect. 5 1
35 232.47 wind 5 43200 > th dose independent rect. 3 7
70 233.91 wind 5 43200 < th dose independent rect. 21 13
92 234.74 wind 5 43200 > th dose independent rect. 21 13
103 234.96 wind 5 43200 < th dose independent sin 8 NA
120 235.22 wind 3 43200 > th dose dependent sin 8 NA
124 235.43 wind 5 43200 > th dose independent sin 8 NA
229 237.31 humidity 80 43200 > th dose dependent rect. 12 1
234 237.43 temperature 10 4320 > th dose dependent rect. 5 11
238 237.50 temperature 10 4320 > th dose dependent rect. 5 6
267 237.86 temperature 30 4320 < th dose dependent rect. 5 6
279 238.10 temperature 10 4320 > th dose dependent rect. 6 4
282 238.12 temperature 30 4320 < th dose dependent rect. 6 4
316 238.45 wind 9 43200 < th dose dependent rect. 2 4
322 238.52 temperature 10 4320 > th dose dependent sin 1 NA
360 238.86 wind 9 43200 < th dose independent rect. 19 13
382 239.05 temperature 10 4320 > th dose dependent rect. 13 1
496 239.97 wind 9 43200 < th dose dependent rect. 4 1
511 240.03 temperature 30 4320 < th dose dependent rect. 5 9
513 240.04 wind 9 43200 < th dose independent rect. 10 1
676 240.96 temperature 30 4320 < th dose dependent rect. 4 15
684 240.98 temperature 10 4320 > th dose dependent rect. 12 7
712 241.07 temperature 30 4320 < th dose dependent sin 2 NA
720 241.10 humidity 90 43200 < th dose independent rect. 10 1
750 241.23 humidity 90 43200 > th dose independent rect. 9 4
896 241.92 wind 9 43200 < th dose dependent rect. 2 7
902 241.95 temperature 10 4320 > th dose dependent rect. 9 1
951 242.11 temperature 10 4320 > th dose dependent rect. 18 23
967 242.16 wind 9 43200 > th dose independent rect. 10 1
968 242.16 temperature 10 4320 > th dose dependent no NA NA
984 242.21 temperature 10 4320 > th dose dependent rect. 12 23