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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.

Os01g0516400

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

Description : Dimeric alpha-beta barrel domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.85 (0.0444) R2 : 0.455
β1 : -2.49 (0.163) R2dD : 0.399 R2D : 0.236
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.337 (0.205) R2dE : 0.00593 R2E : -0.0587
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 6.99 (0.645) R2dD*E : 0.21 R2D*E : 0.0897
γ1 : -0.357 (0.091) R2dN8 : 0.0318 R2N8 : -0.0222
σ : 0.716
deviance : 236.11
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 49.81
memory length : 8254
response mode : < th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose independent, type of G = no)

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
230.93 0.714 3.86 -2.53 0.319 0.43 0.127 6.95 -0.355 21.8 49.91 8595 -- --
287.07 0.789 4.06 -2.17 0.359 0.547 -0.36 -- -0.397 21 20.05 2864 -- --
230.82 0.708 3.86 -2.54 0.314 0.437 -- 7.05 -0.348 21.8 49.89 8629 -- --
286.11 0.788 4.05 -2.12 0.345 0.537 -- -- -0.378 21.8 20.03 2862 -- --
236.11 0.716 3.85 -2.49 -- 0.337 -- 6.99 -0.357 -- 49.81 8254 -- --
296.21 0.807 4.07 -2.19 0.304 -- 0.0408 -- -0.499 21.3 -- -- -- --
296.21 0.806 4.07 -2.19 0.304 -- -- -- -0.499 21.3 -- -- -- --
264.1 0.757 4.02 -1.73 -- -1.45 -- -- -0.328 -- 58.58 11125 -- --
402.01 0.934 3.96 -- 0.25 0.658 -- -- -0.246 22.2 20 2821 -- --
301.59 0.811 4.06 -2.19 -- -- -- -- -0.501 -- -- -- -- --
422.83 0.962 4.01 -- 0.307 -- -- -- -0.255 20.7 -- -- -- --
273.62 0.77 3.94 -- -- -1.94 -- -- 0.0561 -- 59.99 22627 -- --
428.16 0.966 4.01 -- -- -- -- -- -0.258 -- -- -- -- --

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
1 219.95 humidity 70 14400 < th dose independent rect. 7 1
2 220.22 humidity 70 14400 > th dose independent rect. 7 1
3 220.91 humidity 50 43200 < th dose dependent rect. 11 1
5 221.86 humidity 70 14400 < th dose dependent rect. 20 13
7 222.11 humidity 70 14400 < th dose dependent rect. 6 3
17 222.43 humidity 70 14400 > th dose independent rect. 5 3
27 222.54 humidity 70 14400 > th dose independent rect. 23 9
38 223.25 humidity 60 14400 > th dose independent rect. 20 13
40 223.48 humidity 80 43200 > th dose dependent rect. 5 1
41 223.49 humidity 90 14400 < th dose dependent rect. 2 5
43 223.52 humidity 50 43200 < th dose independent rect. 10 2
92 224.76 humidity 50 14400 > th dose independent rect. 9 1
94 224.95 humidity 50 43200 > th dose independent rect. 18 18
97 225.07 humidity 50 43200 < th dose dependent rect. 17 20
99 225.17 humidity 50 43200 > th dose independent rect. 8 4
140 225.92 humidity 50 14400 > th dose independent rect. 19 15
146 226.15 radiation 10 14400 < th dose dependent rect. 17 13
153 226.29 humidity 50 43200 < th dose independent rect. 17 20
170 226.35 radiation 30 14400 < th dose dependent rect. 17 13
206 227.39 wind 9 14400 > th dose dependent rect. 11 1
207 227.42 radiation 40 14400 < th dose dependent rect. 17 7
210 227.43 radiation 40 14400 < th dose dependent rect. 17 3
241 227.65 humidity 50 43200 > th dose independent sin 9 NA
260 227.90 humidity 50 43200 < th dose dependent sin 8 NA
264 228.03 humidity 80 14400 < th dose dependent rect. 21 1
276 228.09 wind 9 14400 < th dose independent rect. 11 2
280 228.18 humidity 50 43200 < th dose independent sin 9 NA
293 228.51 radiation 1 14400 > th dose dependent rect. 17 12
304 228.68 radiation 1 14400 > th dose dependent rect. 17 2
327 228.82 wind 9 14400 > th dose independent rect. 11 2
330 228.83 humidity 50 43200 < th dose dependent rect. 9 10
462 229.14 humidity 50 43200 < th dose dependent no NA NA
516 229.22 radiation 1 14400 > th dose dependent rect. 16 14
534 229.36 radiation 10 14400 < th dose dependent sin 14 NA
624 229.84 wind 7 43200 > th dose dependent rect. 11 6
632 229.95 radiation 40 14400 > th dose independent rect. 15 18
636 229.99 radiation 10 14400 < th dose dependent rect. 11 19
659 230.20 radiation 10 14400 < th dose dependent rect. 4 2
660 230.21 radiation 10 14400 < th dose dependent rect. 2 4
663 230.22 radiation 10 14400 < th dose dependent rect. 22 8
784 230.98 radiation 40 14400 < th dose dependent rect. 22 8
968 231.99 humidity 50 43200 > th dose independent rect. 8 11
991 232.15 humidity 80 14400 < th dose dependent rect. 20 7
994 232.17 humidity 50 43200 > th dose independent rect. 8 16