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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.

Os01g0594300

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

Description : Pistil-specific extensin-like protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.12 (0.0343) R2 : 0.132
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 4.07 (0.493) R2dE : 0.131 R2E : 0.132
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0179 (0.0722) R2dN8 : 0.000149 R2N8 : 0.000461
σ : 0.644
deviance : 191.03
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_____
C
peak time of C : --
E
wheather : humidity
threshold : 77
memory length : 168
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 1.23
open length of G : 5.78

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
187.88 0.644 3.12 -0.0279 0.157 3.58 -0.757 -2.29 -0.0236 9.49 76.98 187 0.92 5.95
187.71 0.638 3.12 -0.0115 0.158 3.86 -0.759 -- -0.0247 9.5 76.84 179 1.03 5.97
189.92 0.642 3.12 -0.0516 0.158 3.54 -- -2.03 -0.0241 9.89 76.94 184 0.941 5.97
189.71 0.641 3.12 -0.0415 0.16 4.01 -- -- -0.0197 9.91 76.9 176 1.07 5.93
191.4 0.644 3.12 -0.062 -- 3.5 -- -1.74 -0.0219 -- 76.92 183 0.95 5.97
214.2 0.686 3.13 -0.0387 0.191 -- -0.993 -- -0.053 8.98 -- -- -- --
217.56 0.691 3.13 -0.0737 0.197 -- -- -- -0.0542 8.61 -- -- -- --
191.15 0.644 3.13 -0.0413 -- 4.12 -- -- -0.0244 -- 77 171 1.12 5.91
189.7 0.641 3.12 -- 0.164 4.18 -- -- -0.0216 9.77 76.93 168 1.14 5.88
219.75 0.693 3.13 -0.0731 -- -- -- -- -0.0524 -- -- -- -- --
217.71 0.69 3.12 -- 0.197 -- -- -- -0.046 8.63 -- -- -- --
191.03 0.644 3.12 -- -- 4.07 -- -- -0.0179 -- 77 168 1.23 5.78
219.89 0.692 3.13 -- -- -- -- -- -0.0443 -- -- -- -- --

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
1 192.30 humidity 80.0 90 < th dose dependent rect. 1 6
6 194.29 humidity 80.0 90 < th dose independent rect. 24 8
8 194.54 humidity 80.0 10 < th dose dependent rect. 1 7
17 195.11 humidity 80.0 10 < th dose dependent rect. 20 12
20 195.21 humidity 80.0 90 < th dose dependent rect. 21 11
44 197.59 humidity 80.0 10 < th dose independent rect. 22 10
45 197.92 humidity 70.0 10 < th dose independent rect. 7 1
105 197.92 humidity 70.0 10 < th dose dependent rect. 7 1
188 198.80 radiation 30.0 30 > th dose independent rect. 7 2
239 199.02 radiation 20.0 10 > th dose dependent rect. 7 2
365 199.32 humidity 70.0 30 < th dose dependent rect. 18 14
386 199.38 humidity 70.0 30 < th dose independent rect. 18 14
618 201.66 humidity 90.0 10 < th dose dependent rect. 2 2
624 201.82 humidity 80.0 90 < th dose dependent rect. 2 1
625 201.85 humidity 80.0 90 < th dose independent rect. 2 1
711 203.24 atmosphere 1005.0 30 > th dose dependent rect. 7 1
727 203.33 humidity 90.0 10 < th dose independent rect. 3 1
801 204.36 atmosphere 1005.0 10 < th dose dependent rect. 5 1
804 204.41 radiation 30.0 10 < th dose independent sin 10 NA
818 204.59 humidity 80.0 270 < th dose independent rect. 24 1
822 204.59 humidity 80.0 270 < th dose dependent rect. 24 1
846 204.80 temperature 20.0 30 > th dose dependent rect. 2 1
864 205.02 radiation 1.0 43200 < th dose dependent rect. 3 1
869 205.07 temperature 20.0 30 > th dose independent rect. 2 1
876 205.25 humidity 80.0 30 < th dose independent sin 8 NA
951 205.63 wind 9.0 30 < th dose independent rect. 13 23
953 205.64 radiation 20.0 10 > th dose dependent rect. 12 21
954 205.65 temperature 30.0 10 < th dose independent rect. 3 23
962 205.74 wind 3.0 30 < th dose independent rect. 2 1
963 205.75 atmosphere 1005.0 30 > th dose independent rect. 2 1
965 205.78 radiation 20.0 10 > th dose independent sin 10 NA
966 205.78 humidity 80.0 30 > th dose independent rect. 2 1
970 205.83 precipitation 0.1 270 > th dose independent rect. 2 1
971 205.83 precipitation 0.1 270 > th dose dependent rect. 2 1
973 205.84 atmosphere 1005.0 30 > th dose dependent rect. 2 1
982 205.93 wind 9.0 30 < th dose independent rect. 3 23
983 205.93 wind 5.0 30 < th dose dependent rect. 2 1
991 205.99 humidity 50.0 30 > th dose dependent rect. 2 1
996 206.00 temperature 10.0 30 > th dose independent rect. 2 1
998 206.00 temperature 30.0 30 < th dose independent rect. 2 1
999 206.00 humidity 50.0 30 > th dose independent rect. 2 1