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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.

Os08g0450200

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

Description : Similar to Pectin methylesterase (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.63 (0.0465) R2 : 0.42
β1 : 1.66 (0.171) R2dD : 0.131 R2D : 0.0623
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.25 (0.205) R2dE : 0.407 R2E : 0.164
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 5.87 (0.719) R2dD*E : 0.101 R2D*E : -0.0304
γ1 : -0.023 (0.1) R2dN8 : 1.66e-06 R2N8 : 0.00021
σ : 0.845
deviance : 329.15
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_____
C
peak time of C : --
E
wheather : wind
threshold : 5.168
memory length : 5670
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 18.2
open length of G : 2.55

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, 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
320.84 0.842 3.64 1.61 0.361 3.11 -1.21 5.64 -0.0388 4.19 5.144 5581 18.1 2.87
360.49 0.884 3.53 1.89 0.34 2.74 -0.986 -- 0.101 3.78 5.038 5719 18.3 2.77
322.09 0.836 3.63 1.66 0.376 3.25 -- 5.87 -0.0406 4.56 5.192 5683 18.2 2.55
356.15 0.879 3.56 1.7 0.458 2.58 -- -- 0.0438 4.91 4.936 5982 18.6 2.41
329.15 0.845 3.63 1.66 -- 3.25 -- 5.87 -0.023 -- 5.168 5670 18.2 2.55
504.52 1.05 3.64 1.11 0.427 -- -1.34 -- -0.317 4.28 -- -- -- --
508.67 1.06 3.63 1.13 0.443 -- -- -- -0.31 5.3 -- -- -- --
345.82 0.866 3.55 1.51 -- 2.61 -- -- 0.0656 -- 4.953 5250 18.8 2.05
391.98 0.922 3.58 -- 0.351 2.41 -- -- -0.0677 4.88 5.385 5107 19 1.97
518.92 1.06 3.63 1.14 -- -- -- -- -0.298 -- -- -- -- --
542.06 1.09 3.66 -- 0.462 -- -- -- -0.435 5.21 -- -- -- --
385.95 0.915 3.61 -- -- 2.55 -- -- -0.155 -- 5.487 5247 19 1.52
553.25 1.1 3.66 -- -- -- -- -- -0.425 -- -- -- -- --

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
1 333.81 wind 5.0 4320 > th dose dependent rect. 18 3
2 334.11 wind 7.0 4320 < th dose independent rect. 19 1
5 338.43 wind 7.0 4320 < th dose independent rect. 18 3
9 344.29 wind 7.0 4320 > th dose independent rect. 19 1
13 346.55 wind 7.0 4320 > th dose independent rect. 18 3
27 355.14 wind 7.0 4320 < th dose independent rect. 18 9
51 361.65 temperature 10.0 1440 > th dose dependent rect. 10 1
63 363.21 wind 7.0 4320 > th dose independent rect. 18 9
75 364.30 wind 7.0 43200 < th dose independent rect. 13 1
92 365.20 wind 7.0 43200 > th dose independent rect. 13 1
96 365.61 temperature 25.0 1440 > th dose dependent rect. 13 1
105 366.29 temperature 30.0 1440 < th dose dependent rect. 10 1
132 367.50 precipitation 0.1 43200 > th dose dependent rect. 20 1
133 367.54 wind 5.0 14400 > th dose independent rect. 17 21
134 367.58 wind 7.0 43200 > th dose dependent rect. 13 17
143 368.03 wind 5.0 14400 > th dose independent rect. 19 20
152 368.36 wind 9.0 43200 < th dose independent rect. 14 17
159 368.64 wind 7.0 43200 > th dose dependent rect. 13 9
163 368.69 wind 9.0 43200 > th dose independent rect. 14 17
168 368.75 wind 7.0 43200 > th dose dependent rect. 13 11
174 368.91 temperature 30.0 1440 < th dose dependent rect. 9 3
178 368.97 temperature 30.0 1440 < th dose dependent rect. 8 6
182 369.05 wind 7.0 43200 > th dose independent rect. 17 1
183 369.06 wind 9.0 43200 < th dose independent rect. 14 7
185 369.09 temperature 10.0 1440 > th dose dependent rect. 8 11
194 369.19 wind 5.0 14400 > th dose dependent rect. 18 21
207 369.36 wind 9.0 14400 > th dose dependent rect. 18 18
256 370.07 wind 5.0 14400 < th dose independent rect. 20 19
261 370.11 wind 5.0 43200 > th dose dependent rect. 13 1
277 370.32 wind 9.0 43200 > th dose independent rect. 14 7
285 370.42 wind 9.0 43200 < th dose independent rect. 13 11
290 370.50 wind 9.0 14400 > th dose dependent rect. 20 16
295 370.56 wind 7.0 43200 > th dose dependent sin 17 NA
302 370.65 wind 9.0 43200 > th dose independent sin 16 NA
304 370.69 wind 7.0 43200 < th dose independent rect. 17 1
308 370.70 wind 5.0 14400 < th dose independent rect. 17 21
321 371.02 wind 9.0 43200 > th dose independent rect. 13 11
335 371.13 radiation 10.0 43200 > th dose independent rect. 8 2
339 371.18 wind 9.0 43200 < th dose independent sin 16 NA
375 371.60 temperature 20.0 1440 > th dose dependent sin 0 NA
427 372.12 wind 5.0 4320 > th dose dependent rect. 17 18
438 372.24 precipitation 0.1 14400 < th dose independent rect. 20 1
440 372.24 precipitation 0.1 14400 < th dose dependent rect. 20 1
451 372.35 precipitation 0.1 14400 > th dose independent rect. 20 1
480 372.72 atmosphere 1005.0 14400 < th dose dependent rect. 10 1
813 374.64 wind 9.0 14400 > th dose dependent sin 11 NA
821 374.68 temperature 30.0 1440 < th dose dependent rect. 8 12
841 374.74 wind 5.0 1440 > th dose dependent rect. 8 1
956 375.08 wind 7.0 14400 > th dose independent rect. 6 3
974 375.16 wind 9.0 14400 > th dose independent rect. 18 17