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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.

Os08g0478000

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

Description : Cell surface antigen domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.5 (0.0593) R2 : 0.272
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -3.1 (0.257) R2dE : 0.25 R2E : 0.131
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.03 (0.128) R2dN8 : 0.142 R2N8 : 0.0225
σ : 1.1
deviance : 562.75
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_____
C
peak time of C : --
E
wheather : wind
threshold : 1.025
memory length : 5731
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 1.2
open length of G : 0.924

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, 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
551.57 1.1 4.49 0.0312 0.403 -3.08 -1.08 -1.87 0.997 8.36 1.007 5716 1.14 0.989
554.04 1.1 4.48 0.0702 0.399 -3.17 -1.15 -- 1.06 8.14 1.011 5728 1.14 0.983
554.43 1.1 4.48 -0.00355 0.393 -3.13 -- -1.86 1.03 8.53 1.011 5726 1.13 0.992
557.96 1.1 4.48 0.0397 0.398 -3.16 -- -- 1.05 8.52 1.013 5727 1.14 0.989
563.04 1.11 4.49 -0.00409 -- -3.15 -- -1.91 1.04 -- 1.015 5729 1.14 1
729.31 1.27 4.58 0.0879 0.436 -- -1.01 -- 0.62 7.69 -- -- -- --
732.18 1.27 4.58 0.0631 0.435 -- -- -- 0.622 7.8 -- -- -- --
566.76 1.11 4.49 0.0417 -- -3.18 -- -- 1.07 -- 1.014 5730 1.14 0.988
558.01 1.1 4.48 -- 0.399 -3.16 -- -- 1.05 8.51 1.014 5727 1.14 0.989
742.41 1.27 4.59 0.0683 -- -- -- -- 0.628 -- -- -- -- --
732.28 1.27 4.58 -- 0.435 -- -- -- 0.615 7.79 -- -- -- --
562.75 1.1 4.5 -- -- -3.1 -- -- 1.03 -- 1.025 5731 1.2 0.924
742.54 1.27 4.59 -- -- -- -- -- 0.62 -- -- -- -- --

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
1 585.76 radiation 10 43200 < th dose independent rect. 12 2
3 588.40 radiation 20 43200 < th dose dependent rect. 12 1
4 588.57 humidity 70 43200 < th dose independent rect. 12 1
19 592.87 radiation 1 43200 > th dose dependent rect. 12 2
36 593.99 humidity 70 14400 < th dose independent rect. 7 1
39 594.19 radiation 10 43200 > th dose independent rect. 12 1
42 594.22 radiation 10 43200 > th dose independent rect. 16 16
47 594.50 radiation 20 43200 > th dose independent rect. 10 4
49 594.52 radiation 10 43200 < th dose dependent rect. 17 22
74 595.16 humidity 50 43200 < th dose independent rect. 16 1
75 595.17 radiation 30 43200 > th dose independent rect. 13 1
76 595.27 radiation 40 43200 > th dose independent sin 13 NA
92 595.55 radiation 40 43200 > th dose independent rect. 13 20
96 595.63 radiation 30 43200 < th dose dependent rect. 10 8
100 595.70 radiation 20 43200 < th dose dependent rect. 11 22
107 595.72 radiation 30 43200 < th dose dependent rect. 10 13
109 595.72 radiation 30 43200 < th dose dependent rect. 10 16
115 595.73 radiation 30 43200 < th dose dependent rect. 10 20
131 595.78 radiation 10 43200 < th dose dependent sin 2 NA
132 595.79 radiation 20 43200 < th dose dependent sin 23 NA
151 595.86 radiation 20 43200 > th dose independent rect. 12 20
153 595.87 radiation 10 43200 > th dose independent sin 12 NA
163 595.96 radiation 10 43200 > th dose independent rect. 16 22
193 596.11 radiation 20 43200 > th dose independent rect. 10 7
211 596.15 radiation 10 43200 < th dose dependent rect. 22 18
212 596.16 radiation 10 43200 < th dose dependent rect. 4 12
246 596.23 radiation 20 43200 < th dose dependent rect. 7 12
249 596.23 radiation 20 43200 < th dose dependent rect. 7 16
274 596.29 radiation 40 43200 > th dose independent rect. 12 3
312 596.33 radiation 20 43200 < th dose dependent no NA NA
393 596.41 radiation 1 43200 > th dose dependent rect. 11 7
424 596.53 radiation 10 43200 > th dose independent rect. 17 14
555 596.97 radiation 20 43200 > th dose independent sin 19 NA
633 597.23 radiation 10 43200 > th dose independent sin 2 NA
650 597.26 temperature 30 43200 > th dose dependent rect. 10 1
729 597.44 radiation 10 43200 > th dose independent rect. 6 11
757 597.46 humidity 70 43200 > th dose independent rect. 12 1
764 597.50 temperature 30 43200 > th dose dependent rect. 18 17
767 597.51 radiation 1 43200 > th dose dependent sin 19 NA
779 597.52 radiation 10 43200 > th dose independent rect. 5 2
792 597.53 radiation 10 43200 > th dose independent no NA NA
890 597.58 temperature 30 43200 > th dose dependent rect. 8 3