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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.

Os02g0633600

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

Description : Non-protein coding transcript, putative npRNA.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.81 (0.0323) R2 : 0.564
β1 : 0.261 (0.135) R2dD : 0.00523 R2D : -0.0254
β2 : 1.06 (0.074) R2dC : 0.194 R2C : 0.144
β3 : 1.02 (0.134) R2dE : 0.0618 R2E : -0.0114
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 6.22 (0.475) R2dD*E : 0.227 R2D*E : 0.233
γ1 : -0.553 (0.0678) R2dN8 : 0.0873 R2N8 : 0.0267
σ : 0.584
deviance : 157.19
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_____
C
peak time of C : 23.7
E
wheather : atmosphere
threshold : 991.9
memory length : 18767
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 = atmosphere, 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
153.71 0.583 4.81 0.304 1.06 1 0.904 6.16 -0.55 23.7 991.7 18942 -- --
200.92 0.66 4.67 1.34 1.04 1.61 0.9 -- -0.238 23.7 975.7 14366 -- --
157.19 0.584 4.81 0.261 1.06 1.02 -- 6.22 -0.553 23.7 991.9 18767 -- --
204.68 0.666 4.67 1.3 1.04 1.58 -- -- -0.251 23.7 967.2 14320 -- --
226.96 0.702 4.79 0.312 -- 1.02 -- 6.15 -0.536 -- 995.8 18766 -- --
249.87 0.741 4.69 0.943 1.05 -- 0.83 -- -0.336 23.7 -- -- -- --
252.86 0.745 4.69 0.91 1.05 -- -- -- -0.34 23.7 -- -- -- --
272.37 0.769 4.65 1.34 -- 1.61 -- -- -0.236 -- 961.2 14388 -- --
245.98 0.73 4.71 -- 1.06 1.22 -- -- -0.414 23.8 982.1 15785 -- --
322.31 0.839 4.67 0.94 -- -- -- -- -0.327 -- -- -- -- --
274.67 0.775 4.71 -- 1.06 -- -- -- -0.441 23.8 -- -- -- --
315 0.827 4.69 -- -- 1.24 -- -- -0.424 -- 986.7 13019 -- --
345.62 0.868 4.69 -- -- -- -- -- -0.431 -- -- -- -- --

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
1 158.92 radiation 10.0 43200 > th dose independent rect. 11 22
10 159.41 radiation 10.0 43200 > th dose independent sin 22 NA
15 159.54 radiation 20.0 43200 > th dose independent rect. 11 4
17 159.59 radiation 10.0 43200 > th dose independent sin 12 NA
18 159.61 precipitation 0.1 43200 < th dose independent rect. 17 1
19 159.61 precipitation 0.1 43200 < th dose dependent rect. 17 1
22 159.69 precipitation 0.1 43200 > th dose independent rect. 17 1
23 159.70 radiation 20.0 43200 > th dose independent rect. 13 2
39 159.71 radiation 10.0 43200 > th dose independent no NA NA
40 159.71 radiation 10.0 43200 > th dose independent rect. 5 13
152 159.87 radiation 20.0 43200 > th dose independent sin 16 NA
224 160.21 radiation 10.0 43200 > th dose independent rect. 15 23
278 160.51 radiation 10.0 43200 > th dose independent rect. 16 16
280 160.51 temperature 30.0 43200 > th dose dependent rect. 8 2
313 160.70 radiation 10.0 43200 > th dose independent rect. 17 1
346 160.95 temperature 30.0 43200 > th dose independent rect. 8 2
391 161.24 humidity 70.0 43200 > th dose independent rect. 12 1
392 161.25 radiation 30.0 43200 < th dose dependent rect. 13 2
448 161.53 temperature 30.0 43200 < th dose independent rect. 3 7
454 161.55 radiation 20.0 43200 < th dose dependent rect. 10 6
458 161.57 temperature 30.0 43200 < th dose independent rect. 8 2
462 161.57 temperature 30.0 43200 < th dose independent rect. 22 12
463 161.57 temperature 30.0 43200 < th dose independent rect. 20 14
554 162.06 radiation 1.0 43200 > th dose dependent rect. 13 2
557 162.09 radiation 20.0 43200 < th dose dependent rect. 8 9
600 162.46 humidity 70.0 43200 < th dose independent rect. 12 1
660 162.60 radiation 20.0 43200 < th dose dependent sin 23 NA
687 162.74 temperature 25.0 43200 > th dose dependent rect. 6 1
689 162.75 precipitation 0.1 43200 > th dose dependent rect. 17 1
929 163.23 radiation 20.0 43200 < th dose dependent rect. 18 23
940 163.26 temperature 25.0 43200 > th dose dependent rect. 3 4