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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.

Os04g0168000

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.54 (0.0288) R2 : 0.00615
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.102 (0.0607) R2dN8 : 0.00795 R2N8 : 0.00615
σ : 0.543
deviance : 135.23
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
125.33 0.526 3.53 0.161 0.276 0.972 -0.296 1.13 -0.0261 6.42 0.4915 1449 -- --
125.87 0.523 3.52 0.249 0.277 0.707 -0.291 -- -0.0142 6.1 0.4819 1441 -- --
125.54 0.522 3.53 0.153 0.275 0.987 -- 1.18 -0.0266 6.55 0.4801 1449 -- --
126.06 0.523 3.52 0.264 0.27 0.704 -- -- -0.0161 6.61 0.4774 1449 -- --
129.36 0.53 3.53 0.161 -- 0.961 -- 1.14 -0.021 -- 0.48 1432 -- --
131.12 0.537 3.53 0.0863 0.265 -- -0.349 -- -0.0991 6.11 -- -- -- --
131.41 0.537 3.53 0.0833 0.264 -- -- -- -0.0976 6.31 -- -- -- --
126.54 0.524 3.53 0.183 -- 0.694 -- -- -0.0499 -- 0.6602 2278 -- --
127.61 0.526 3.52 -- 0.272 0.562 -- -- -0.0489 6.52 0.5177 1454 -- --
135.02 0.543 3.53 0.0903 -- -- -- -- -0.092 -- -- -- -- --
131.59 0.537 3.53 -- 0.265 -- -- -- -0.107 6.29 -- -- -- --
127.4 0.526 3.53 -- -- 0.657 -- -- -0.0642 -- 0.68 2278 -- --
135.23 0.543 3.54 -- -- -- -- -- -0.102 -- -- -- -- --

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
1 119.52 radiation 1.0 90 < th dose independent rect. 6 11
2 119.84 radiation 10.0 10 < th dose dependent rect. 7 3
3 119.88 radiation 1.0 90 < th dose dependent rect. 6 11
4 119.98 humidity 80.0 10 < th dose independent rect. 7 1
11 120.41 wind 3.0 43200 < th dose dependent rect. 9 1
19 120.52 radiation 10.0 10 < th dose dependent rect. 8 1
22 120.53 radiation 1.0 10 < th dose independent rect. 6 6
24 120.53 humidity 80.0 10 < th dose independent rect. 24 8
28 120.59 precipitation 0.1 90 > th dose independent rect. 7 1
34 120.59 precipitation 0.1 90 > th dose dependent rect. 7 1
40 120.59 radiation 1.0 10 < th dose dependent rect. 6 8
44 120.64 wind 3.0 43200 < th dose independent rect. 9 1
47 120.66 radiation 1.0 10 < th dose independent rect. 6 2
57 120.69 precipitation 0.1 30 > th dose independent rect. 7 7
67 120.69 precipitation 0.1 30 > th dose dependent rect. 7 7
82 120.73 precipitation 0.1 10 > th dose independent rect. 5 3
100 120.73 precipitation 0.1 10 > th dose dependent rect. 5 3
122 120.78 radiation 10.0 30 > th dose independent rect. 7 1
126 120.83 wind 3.0 43200 > th dose independent rect. 9 1
133 120.84 wind 3.0 43200 < th dose dependent rect. 8 3
175 120.99 precipitation 0.1 10 > th dose independent rect. 7 1
213 120.99 precipitation 0.1 10 > th dose dependent rect. 7 1
258 121.07 temperature 25.0 30 > th dose independent rect. 7 1
276 121.24 precipitation 0.1 720 < th dose independent rect. 23 16
278 121.24 precipitation 0.1 720 < th dose dependent rect. 23 16
295 121.46 precipitation 0.1 720 < th dose independent rect. 3 8
296 121.46 precipitation 0.1 720 < th dose dependent rect. 3 8
299 121.48 wind 3.0 43200 > th dose independent rect. 8 6
300 121.49 wind 3.0 43200 < th dose independent rect. 8 6
301 121.49 wind 1.0 43200 > th dose dependent rect. 8 7
302 121.50 wind 7.0 43200 < th dose dependent rect. 8 7
304 121.52 humidity 90.0 90 < th dose independent rect. 1 7
306 121.53 wind 1.0 43200 > th dose dependent rect. 9 1
317 121.59 wind 1.0 43200 < th dose dependent rect. 14 1
319 121.60 wind 9.0 43200 < th dose dependent rect. 9 1
353 121.90 wind 3.0 14400 > th dose dependent rect. 9 3
367 121.97 wind 3.0 43200 > th dose dependent rect. 7 14
368 121.98 radiation 1.0 14400 > th dose independent rect. 5 2
383 122.00 radiation 1.0 14400 < th dose independent rect. 2 5
384 122.00 radiation 1.0 14400 < th dose independent rect. 23 8
385 122.00 radiation 1.0 14400 < th dose independent rect. 21 10
399 122.02 radiation 1.0 14400 < th dose independent rect. 5 2
401 122.02 wind 3.0 43200 > th dose dependent sin 23 NA
446 122.13 wind 5.0 43200 > th dose independent rect. 7 13
447 122.13 wind 5.0 43200 < th dose independent rect. 7 13
495 122.19 wind 5.0 43200 < th dose independent sin 23 NA
500 122.19 wind 5.0 43200 < th dose dependent rect. 20 1
516 122.21 temperature 15.0 720 > th dose independent rect. 8 7
521 122.22 humidity 90.0 14400 > th dose independent rect. 2 6
530 122.23 wind 5.0 43200 > th dose independent sin 22 NA
548 122.24 wind 9.0 43200 < th dose dependent sin 0 NA
549 122.24 wind 7.0 14400 < th dose dependent rect. 11 1
586 122.26 wind 1.0 43200 > th dose dependent rect. 19 2
609 122.28 wind 9.0 43200 < th dose dependent rect. 8 14
633 122.31 wind 3.0 43200 > th dose independent rect. 20 1
719 122.39 atmosphere 1005.0 10 > th dose independent rect. 7 1
729 122.40 wind 5.0 14400 > th dose independent rect. 11 1
903 122.50 temperature 10.0 30 > th dose dependent rect. 3 23