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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.

Os06g0639300

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

Description : Ankyrin repeat containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.47 (0.0368) R2 : 0.83
β1 : 0.598 (0.153) R2dD : 0.00827 R2D : -0.00328
β2 : 4.15 (0.0896) R2dC : 0.817 R2C : 0.757
β3 : -1.75 (0.167) R2dE : 0.049 R2E : -0.0152
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -4.42 (0.553) R2dD*E : 0.0358 R2D*E : -0.0027
γ1 : 0.336 (0.08) R2dN8 : 0.0102 R2N8 : 0.00515
σ : 0.655
deviance : 197.74
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_____
C
peak time of C : 20.2
E
wheather : temperature
threshold : 31.18
memory length : 265
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 15.8
open length of G : --

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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 = sin)

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
197.5 0.66 5.47 0.617 4.16 -1.76 0.309 -4.54 0.341 20.2 31.14 267 15.8 --
220.92 0.692 5.56 0.026 4.53 -1.66 -0.38 -- 0.223 20.6 30.89 190 12.7 --
197.74 0.655 5.47 0.598 4.15 -1.75 -- -4.42 0.336 20.2 31.18 265 15.8 --
220.5 0.692 5.57 -0.003 4.59 -1.75 -- -- 0.183 20.5 30.76 171 12.8 --
290.92 0.794 5.45 0.0865 -- -5.04 -- -3.31 0.189 -- 44.13 244 22.8 --
255.61 0.75 5.5 0.318 4.01 -- 0.0895 -- 0.393 20.5 -- -- -- --
255.64 0.749 5.5 0.315 4.01 -- -- -- 0.393 20.5 -- -- -- --
252 0.739 5.48 -0.24 -- -5.06 -- -- 0.1 -- 104.6 1123 7.07 --
220.42 0.691 5.57 -- 4.61 -1.77 -- -- 0.184 20.6 30.69 149 12.6 --
1155.63 1.59 5.4 0.299 -- -- -- -- 0.356 -- -- -- -- --
258.25 0.752 5.51 -- 4.01 -- -- -- 0.358 20.5 -- -- -- --
245.17 0.729 5.43 -- -- -4.57 -- -- 0.21 -- 157.1 1126 6.97 --
1157.98 1.59 5.41 -- -- -- -- -- 0.322 -- -- -- -- --

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
1 198.46 temperature 30 270 < th dose dependent sin 22 NA
4 199.66 temperature 30 10 < th dose dependent sin 19 NA
7 200.80 temperature 30 270 < th dose dependent rect. 6 15
10 201.83 temperature 30 270 < th dose dependent rect. 9 12
48 208.26 temperature 25 270 < th dose independent rect. 10 11
52 208.51 temperature 25 270 < th dose independent sin 21 NA
53 208.84 temperature 10 270 > th dose dependent rect. 11 17
65 209.72 temperature 20 90 > th dose dependent rect. 12 18
70 210.00 temperature 20 10 > th dose dependent rect. 12 18
121 211.68 temperature 30 270 < th dose independent rect. 5 16
128 211.93 temperature 10 270 > th dose dependent rect. 10 11
133 212.20 temperature 10 270 > th dose dependent rect. 9 21
137 212.27 temperature 10 720 > th dose dependent rect. 11 9
144 212.49 temperature 10 720 > th dose dependent rect. 9 14
224 214.14 temperature 25 270 > th dose independent rect. 10 10
229 214.25 temperature 10 720 > th dose dependent sin 20 NA
240 214.48 temperature 10 30 > th dose dependent sin 18 NA
252 214.60 temperature 10 10 > th dose dependent sin 14 NA
284 215.20 temperature 10 270 > th dose dependent sin 16 NA
302 215.42 temperature 20 10 > th dose dependent rect. 12 10
328 215.71 temperature 30 720 < th dose dependent rect. 11 2
330 215.76 temperature 20 90 > th dose dependent rect. 12 10
364 216.05 temperature 20 10 > th dose dependent rect. 12 12
454 216.92 temperature 25 90 > th dose independent rect. 12 10
463 217.07 temperature 25 10 < th dose independent sin 19 NA
649 218.80 temperature 25 10 > th dose independent rect. 12 10
693 219.19 radiation 40 270 < th dose independent rect. 6 16
694 219.19 wind 5 270 < th dose independent rect. 11 18
723 219.38 temperature 25 270 > th dose independent rect. 10 19
805 219.71 temperature 25 90 > th dose independent rect. 12 18
832 219.85 radiation 40 270 < th dose independent rect. 5 18
840 219.92 wind 5 270 < th dose independent rect. 12 16
845 219.95 temperature 30 720 < th dose independent rect. 22 19
992 220.73 radiation 40 270 < th dose independent rect. 4 9