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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.

Os06g0218900

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

Description : LMBR1-like conserved region domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.26 (0.0637) R2 : 0.598
β1 : -- (--) R2dD : -- R2D : --
β2 : 3.13 (0.154) R2dC : 0.37 R2C : 0.406
β3 : 2.67 (0.197) R2dE : 0.18 R2E : 0.147
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.06 (0.14) R2dN8 : 0.0756 R2N8 : 0.00201
σ : 1.18
deviance : 644.59
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_____
C
peak time of C : 2.06
E
wheather : radiation
threshold : 16.74
memory length : 1255
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 10.8
open length of G : 2.53

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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 = 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
619.68 1.17 5.26 -0.56 3.19 2.5 -1.6 -1.71 1.02 2.04 16.18 1291 10.8 2.45
623.48 1.16 5.26 -0.572 3.18 2.65 -1.64 -- 1.07 2.11 16.76 1250 10.8 2.52
628.63 1.17 5.26 -0.523 3.15 2.55 -- -1.62 1.09 2.05 16.76 1270 10.8 2.48
635.83 1.17 5.26 -0.569 3.14 2.62 -- -- 1.05 2.05 16.74 1255 10.8 2.53
829.23 1.34 5.03 -1.82 -- 4.38 -- -2.35 1.33 -- 9.966 923 14.7 4.85
855.4 1.37 5.43 -1.11 3.36 -- -1.93 -- 0.362 1.8 -- -- -- --
869.86 1.38 5.42 -1.05 3.36 -- -- -- 0.374 1.74 -- -- -- --
725.3 1.25 5.4 -1.19 -- 4.26 -- -- 0.474 -- 9.03 838 14.5 6.22
644.59 1.18 5.26 -- 3.13 2.67 -- -- 1.06 2.06 16.74 1255 10.8 2.53
1555.91 1.84 5.39 -0.912 -- -- -- -- 0.45 -- -- -- -- --
898.86 1.4 5.4 -- 3.34 -- -- -- 0.491 1.73 -- -- -- --
742.9 1.27 5.34 -- -- 4.33 -- -- 0.691 -- 10.81 841 13.8 7.15
1577.86 1.85 5.36 -- -- -- -- -- 0.551 -- -- -- -- --

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
1 649.51 radiation 20 1440 < th dose independent rect. 11 2
3 662.43 radiation 20 1440 < th dose dependent rect. 8 7
4 662.80 radiation 20 1440 < th dose independent rect. 11 5
11 665.66 radiation 20 1440 < th dose independent rect. 11 22
15 666.39 radiation 20 1440 < th dose dependent rect. 2 14
18 666.49 radiation 20 1440 < th dose dependent rect. 21 19
19 666.50 radiation 20 1440 < th dose dependent sin 0 NA
25 666.74 radiation 20 1440 < th dose independent rect. 8 6
29 667.05 radiation 30 1440 < th dose dependent rect. 11 2
36 667.77 radiation 20 1440 < th dose independent rect. 17 21
37 667.88 radiation 20 1440 < th dose independent rect. 4 10
38 667.91 radiation 20 1440 < th dose independent rect. 2 12
45 668.03 radiation 20 1440 < th dose independent rect. 21 17
77 669.27 radiation 20 1440 < th dose independent rect. 17 23
80 669.30 radiation 20 1440 < th dose independent rect. 11 13
97 669.54 radiation 20 1440 < th dose independent rect. 11 16
98 669.56 radiation 20 1440 < th dose independent sin 0 NA
110 669.83 radiation 20 1440 < th dose dependent rect. 7 17
113 669.89 radiation 20 1440 < th dose independent rect. 15 23
124 670.05 radiation 20 1440 < th dose dependent rect. 7 20
136 670.21 radiation 20 1440 < th dose dependent rect. 8 23
185 671.14 radiation 20 1440 < th dose independent rect. 8 23
187 671.34 radiation 20 1440 < th dose independent rect. 8 16
194 671.46 radiation 20 1440 < th dose dependent rect. 11 23
200 671.52 radiation 20 1440 < th dose independent rect. 8 19
228 672.07 radiation 20 1440 < th dose independent rect. 4 20
230 672.09 radiation 20 1440 < th dose independent rect. 2 22
282 672.24 radiation 20 1440 < th dose independent rect. 4 23
308 672.31 radiation 20 1440 < th dose independent no NA NA
319 672.33 radiation 20 1440 < th dose dependent rect. 2 22
388 672.59 radiation 20 1440 < th dose dependent no NA NA
428 673.51 radiation 20 1440 > th dose independent rect. 11 2
582 676.09 radiation 10 1440 > th dose independent rect. 6 9
679 676.85 radiation 20 1440 > th dose independent rect. 8 6
808 680.33 radiation 1 1440 > th dose dependent rect. 11 2
846 680.84 radiation 10 1440 > th dose independent sin 3 NA
943 682.21 radiation 1 1440 > th dose dependent rect. 11 4
992 682.64 radiation 20 1440 > th dose independent rect. 11 23