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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.

Os04g0173800

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

Description : Lectin precursor (Agglutinin).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.07 (0.0279) R2 : 0.18
β1 : -0.204 (0.102) R2dD : 0.00594 R2D : -0.00764
β2 : -- (--) R2dC : -- R2C : --
β3 : 6.55 (0.778) R2dE : 0.851 R2E : -0.564
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -16.4 (1.83) R2dD*E : 0.723 R2D*E : -0.656
γ1 : 0.00399 (0.0589) R2dN8 : -1.7e-05 R2N8 : -0.00724
σ : 0.508
deviance : 117.45
__
_____
C
peak time of C : --
E
wheather : wind
threshold : 0.1002
memory length : 10
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 11.8
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, 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
121.11 0.517 3.06 -0.205 0.124 7.55 0.0281 -17.5 0.0165 8.72 0.3996 10 11.7 --
144.58 0.564 3.02 -0.157 0.0765 0.874 -0.679 -- -0.0171 3.82 0.8195 3 9.83 --
116.71 0.507 3.06 -0.206 0.117 6.55 -- -16.3 0.00246 7.83 0.1002 10 11.8 --
143.87 0.559 3.02 -0.097 0.108 0.912 -- -- -0.0265 6.61 4.429e-05 5 7.9 --
117.45 0.508 3.07 -0.204 -- 6.55 -- -16.4 0.00399 -- 0.1002 10 11.8 --
147.53 0.569 3.02 -0.107 0.13 -- -0.546 -- -0.0267 4.71 -- -- -- --
148.11 0.57 3.02 -0.103 0.142 -- -- -- -0.0236 6.3 -- -- -- --
144.34 0.56 3.02 -0.149 -- 1 -- -- -0.00455 -- 0.04538 5 6.35 --
144.13 0.559 3.02 -- 0.118 0.959 -- -- 0.00839 7.34 1.34e-06 5 6.72 --
149.16 0.571 3.02 -0.0992 -- -- -- -- -0.0206 -- -- -- -- --
148.39 0.57 3.02 -- 0.141 -- -- -- -0.0122 6.34 -- -- -- --
144.92 0.561 3.02 -- -- 0.953 -- -- 0.0113 -- 0.05409 5 6.22 --
149.42 0.571 3.02 -- -- -- -- -- -0.00955 -- -- -- -- --

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
1 108.33 wind 7 1440 > th dose independent rect. 3 1
2 108.33 wind 7 1440 > th dose dependent rect. 3 1
11 108.90 wind 1 10 < th dose dependent rect. 1 1
31 114.03 wind 1 10 < th dose independent rect. 24 2
106 124.21 wind 1 270 < th dose dependent rect. 22 1
108 125.43 wind 1 270 < th dose independent rect. 22 1
111 126.87 wind 1 10 < th dose dependent sin 17 NA
128 127.98 wind 1 10 < th dose independent rect. 6 20
235 135.41 wind 1 270 < th dose dependent rect. 12 14
269 136.08 radiation 1 90 < th dose independent rect. 8 3
270 136.08 temperature 20 10 > th dose dependent rect. 1 1
271 136.08 radiation 1 90 < th dose dependent rect. 8 3
290 136.43 atmosphere 995 10 > th dose independent sin 6 NA
299 136.69 atmosphere 1000 90 < th dose dependent rect. 14 1
300 136.69 atmosphere 1000 10 < th dose dependent rect. 16 1
320 136.82 atmosphere 995 10 < th dose independent sin 6 NA
322 136.82 atmosphere 995 10 < th dose dependent sin 6 NA
324 136.82 atmosphere 995 90 < th dose dependent rect. 18 22
328 136.84 atmosphere 995 30 < th dose independent rect. 18 22
332 136.87 atmosphere 995 90 < th dose independent rect. 14 1
333 136.87 atmosphere 995 10 < th dose independent rect. 15 1
594 136.99 temperature 30 10 > th dose dependent rect. 16 1
637 137.44 wind 1 10 < th dose independent sin 17 NA
669 137.77 wind 1 10 < th dose dependent rect. 24 13
670 137.78 wind 1 10 < th dose dependent rect. 1 11
859 139.02 temperature 30 10 > th dose dependent sin 12 NA
946 139.60 atmosphere 995 10 < th dose dependent no NA NA