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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.

Os02g0568100

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

Description : Similar to Non-phototropic hypocotyl 3.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.98 (0.0386) R2 : 0.104
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.74 (0.517) R2dE : 0.103 R2E : 0.102
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0533 (0.0812) R2dN8 : 0.0011 R2N8 : 0.000182
σ : 0.724
deviance : 241.95
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_____
C
peak time of C : --
E
wheather : precipitation
threshold : 0.2342
memory length : 12
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 5.55
open length of G : 3.93

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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 independent, 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
234.31 0.713 2.97 0.15 0.196 3.9 -0.0839 -6.35 0.0683 5.91 0.1 10 5 3
239.19 0.72 2.97 0.149 0.2 3.65 -0.228 -- 0.0645 5.8 0.1394 11 5.19 2.74
234.32 0.713 2.97 0.15 0.195 3.91 -- -6.39 0.0686 5.93 0.112 10 5.3 3.31
239.31 0.72 2.97 0.148 0.198 3.65 -- -- 0.0652 5.81 0.1484 10 5.6 3.44
236.29 0.716 2.98 0.156 -- 3.99 -- -6.42 0.0737 -- 0.1427 10 5.5 3.59
265.51 0.764 2.98 0.152 0.262 -- -0.212 -- 0.0431 5.96 -- -- -- --
265.62 0.763 2.98 0.15 0.261 -- -- -- 0.044 6.04 -- -- -- --
241.33 0.724 2.98 0.153 -- 3.74 -- -- 0.0704 -- 0.208 11 5.56 3.67
239.89 0.721 2.98 -- 0.2 3.65 -- -- 0.0488 5.77 0.1875 11 5.61 3.75
269.15 0.767 2.98 0.158 -- -- -- -- 0.0499 -- -- -- -- --
266.22 0.763 2.98 -- 0.263 -- -- -- 0.0273 6.01 -- -- -- --
241.95 0.724 2.98 -- -- 3.74 -- -- 0.0533 -- 0.2342 12 5.55 3.93
269.81 0.767 2.98 -- -- -- -- -- 0.0324 -- -- -- -- --

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
1 234.31 precipitation 0.1 10 > th dose independent rect. 5 3
17 234.31 precipitation 0.1 10 > th dose dependent rect. 5 3
33 234.93 wind 3.0 90 > th dose dependent rect. 4 1
34 235.12 wind 3.0 90 > th dose independent rect. 4 1
64 237.12 radiation 1.0 10 < th dose independent rect. 6 1
110 238.51 wind 3.0 10 > th dose independent rect. 6 1
188 244.22 precipitation 0.1 10 > th dose independent rect. 5 19
190 244.22 precipitation 0.1 10 > th dose dependent rect. 5 19
200 244.70 atmosphere 1000.0 90 < th dose dependent rect. 22 1
223 246.06 radiation 1.0 10 < th dose dependent rect. 6 1
231 246.87 precipitation 0.1 90 > th dose independent rect. 13 1
234 246.87 precipitation 0.1 90 > th dose dependent rect. 13 1
237 247.50 atmosphere 1005.0 10 > th dose dependent rect. 12 2
241 247.86 radiation 10.0 10 < th dose dependent rect. 14 1
244 247.92 radiation 10.0 10 < th dose independent rect. 14 1
247 248.10 radiation 10.0 30 < th dose independent rect. 12 3
262 248.35 temperature 25.0 90 > th dose dependent rect. 22 2
282 248.88 radiation 1.0 10 < th dose dependent rect. 5 7
285 249.00 radiation 1.0 10 < th dose independent rect. 5 7
299 249.74 temperature 25.0 10 < th dose dependent rect. 13 1
317 250.08 precipitation 0.1 10 > th dose independent sin 0 NA
319 250.20 precipitation 0.1 10 > th dose dependent sin 0 NA
330 250.44 radiation 1.0 10 < th dose dependent rect. 5 3
334 250.50 radiation 1.0 10 < th dose independent rect. 5 3
344 250.73 precipitation 0.1 10 < th dose independent sin 0 NA
345 250.73 precipitation 0.1 10 < th dose dependent sin 0 NA
361 251.20 wind 5.0 270 > th dose dependent rect. 2 4
386 251.95 radiation 10.0 10 < th dose dependent rect. 7 8
415 252.65 temperature 25.0 10 < th dose independent rect. 13 1
463 253.13 precipitation 0.1 90 > th dose independent rect. 2 4
466 253.14 precipitation 0.1 90 > th dose dependent rect. 2 4
495 253.53 atmosphere 1005.0 270 > th dose dependent rect. 10 4
574 254.19 precipitation 0.1 270 > th dose independent rect. 23 8
612 254.40 precipitation 0.1 90 > th dose dependent rect. 23 7
683 254.76 temperature 25.0 10 > th dose dependent rect. 23 7
697 254.82 atmosphere 1010.0 270 > th dose independent rect. 12 1
711 254.83 humidity 60.0 30 > th dose dependent rect. 12 3
721 254.86 humidity 80.0 10 > th dose dependent rect. 14 1
808 255.36 humidity 70.0 30 > th dose independent rect. 12 2
859 255.61 humidity 80.0 10 > th dose independent rect. 14 1
874 255.69 atmosphere 1000.0 270 < th dose independent rect. 20 1
885 255.73 radiation 30.0 90 < th dose independent rect. 12 1
924 255.94 atmosphere 1005.0 10 > th dose independent rect. 12 2
929 255.97 precipitation 0.1 90 > th dose independent sin 7 NA
935 255.99 precipitation 0.1 90 < th dose independent sin 7 NA
941 255.99 precipitation 0.1 90 < th dose dependent sin 7 NA