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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.

Os02g0764100

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

Description : Similar to AP2 domain containing protein RAP2.8 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.7 (0.0436) R2 : 0.46
β1 : -1.25 (0.157) R2dD : 0.081 R2D : 0.0738
β2 : 1.4 (0.102) R2dC : 0.221 R2C : 0.237
β3 : 1.46 (0.151) R2dE : 0.131 R2E : 0.164
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.111 (0.0978) R2dN8 : 0.00213 R2N8 : 0.00801
σ : 0.8
deviance : 295.23
__
_____
C
peak time of C : 0.404
E
wheather : radiation
threshold : 13.36
memory length : 1474
response mode : < th
dose dependency : dose dependent
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 dependent, 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
280.47 0.787 10.7 -0.992 1.46 1.47 1.53 -1.66 -0.0507 0.315 13.9 1446 -- --
285.54 0.787 10.7 -1.15 1.44 1.52 1.71 -- -0.0626 0.361 13.08 1463 -- --
288.39 0.791 10.8 -0.914 1.69 1.39 -- -2.43 -0.087 0.179 24.89 1357 -- --
295.23 0.8 10.7 -1.25 1.4 1.46 -- -- -0.111 0.404 13.36 1474 -- --
326.08 0.841 10.7 -0.955 -- 3.14 -- -1.39 -0.0302 -- 4.734 1624 -- --
349.43 0.876 10.8 -1.37 1.46 -- 1.21 -- -0.468 0.246 -- -- -- --
355.71 0.883 10.8 -1.41 1.46 -- -- -- -0.474 0.282 -- -- -- --
320.14 0.833 10.7 -1.11 -- 3.04 -- -- -0.0644 -- 5.018 1629 -- --
335.38 0.853 10.7 -- 1.46 1.49 -- -- 0.0352 0.326 16.85 1455 -- --
489.77 1.03 10.8 -1.37 -- -- -- -- -0.452 -- -- -- -- --
408.44 0.945 10.8 -- 1.44 -- -- -- -0.317 0.23 -- -- -- --
349.32 0.87 10.7 -- -- 3.29 -- -- 0.0468 -- 3.824 1624 -- --
538.99 1.08 10.8 -- -- -- -- -- -0.3 -- -- -- -- --

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
1 276.63 radiation 10 1440 < th dose dependent rect. 7 11
4 276.90 radiation 10 1440 < th dose dependent rect. 7 17
9 277.00 radiation 10 1440 < th dose dependent rect. 7 21
12 277.10 radiation 10 1440 < th dose dependent sin 23 NA
100 280.45 radiation 10 1440 > th dose independent rect. 8 23
108 280.56 radiation 20 1440 < th dose dependent rect. 11 23
117 280.78 radiation 10 1440 > th dose independent rect. 8 10
135 280.86 radiation 20 1440 < th dose dependent rect. 17 23
140 281.09 radiation 20 1440 < th dose dependent rect. 2 16
141 281.10 radiation 10 1440 > th dose independent rect. 17 23
152 281.13 radiation 20 1440 < th dose dependent rect. 2 21
175 281.21 radiation 20 1440 < th dose dependent rect. 22 20
190 281.27 radiation 20 1440 < th dose dependent no NA NA
212 281.37 radiation 10 1440 > th dose independent sin 1 NA
330 281.99 radiation 30 1440 < th dose dependent rect. 11 5
338 282.05 radiation 10 1440 > th dose independent no NA NA
339 282.05 radiation 10 1440 > th dose independent rect. 6 12
418 282.06 radiation 10 1440 > th dose independent rect. 6 10
473 282.23 radiation 10 1440 > th dose independent rect. 14 23
529 282.67 radiation 20 1440 < th dose independent rect. 11 5
542 282.78 radiation 10 1440 > th dose independent rect. 11 23
597 283.03 radiation 20 1440 < th dose dependent rect. 14 23
655 283.19 radiation 10 720 < th dose independent rect. 14 5
791 284.20 radiation 10 1440 < th dose independent rect. 13 11
811 284.28 radiation 1 1440 > th dose dependent rect. 12 22
819 284.32 radiation 10 1440 < th dose independent rect. 13 15
821 284.33 radiation 10 720 < th dose independent rect. 14 13
844 284.48 radiation 10 1440 < th dose independent rect. 9 9
908 284.69 radiation 10 1440 < th dose independent rect. 9 15
917 284.72 radiation 1 1440 > th dose dependent rect. 11 5
927 284.77 radiation 10 1440 < th dose independent rect. 9 19