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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.

Os08g0545600

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

Description : Cyclin-like F-box domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.91 (0.0177) R2 : 0.00084
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0231 (0.0372) R2dN8 : 0.00109 R2N8 : 0.00084
σ : 0.333
deviance : 50.91
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, 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
41.93 0.304 2.93 -0.186 0.175 4.94 -0.536 -17 0.0124 4.76 0.08891 9 -- --
46.62 0.32 2.92 -0.166 0.215 -0.326 -0.665 -- -0.00388 4.55 0.502 4 -- --
42.38 0.303 2.93 -0.179 0.17 4.74 -- -16.6 0.0163 4.38 0.1353 7 -- --
47.79 0.324 2.91 -0.16 0.211 -0.419 -- -- -0.000576 4.48 0.502 4 -- --
43.41 0.307 2.93 -0.16 -- 3.99 -- -14.3 0.0233 -- 0.009462 5 -- --
46.72 0.32 2.92 -0.169 0.212 -- -0.682 -- -0.00334 4.56 -- -- -- --
47.97 0.324 2.91 -0.165 0.207 -- -- -- 0.000235 4.48 -- -- -- --
50.17 0.331 2.91 -0.153 -- -0.318 -- -- 0.00517 -- 0.5782 6 -- --
48.47 0.326 2.91 -- 0.208 -0.46 -- -- 0.0172 4.49 0.502 4 -- --
50.27 0.331 2.91 -0.156 -- -- -- -- 0.00571 -- -- -- -- --
48.68 0.326 2.91 -- 0.204 -- -- -- 0.0186 4.5 -- -- -- --
50.79 0.333 2.91 -- -- -0.358 -- -- 0.0221 -- 0.7118 9 -- --
50.91 0.333 2.91 -- -- -- -- -- 0.0231 -- -- -- -- --

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 38.08 humidity 90.0 270 > th dose dependent rect. 23 2
4 38.66 precipitation 0.1 10 > th dose dependent rect. 1 3
8 38.67 precipitation 0.1 10 > th dose independent rect. 1 3
31 39.54 humidity 90.0 270 > th dose dependent rect. 15 12
39 39.63 humidity 90.0 10 > th dose dependent rect. 24 4
79 40.30 humidity 90.0 270 > th dose independent rect. 24 1
81 40.42 humidity 90.0 270 > th dose independent rect. 23 3
83 40.45 atmosphere 1005.0 10 < th dose independent rect. 24 4
85 40.48 atmosphere 1005.0 90 < th dose independent rect. 23 5
86 40.50 wind 1.0 270 < th dose dependent rect. 24 1
89 40.58 humidity 90.0 270 > th dose dependent sin 16 NA
114 40.86 atmosphere 1005.0 270 < th dose independent rect. 24 1
141 40.88 precipitation 0.1 10 > th dose dependent rect. 1 7
244 41.00 precipitation 0.1 10 > th dose independent rect. 3 1
248 41.00 precipitation 0.1 10 > th dose dependent rect. 3 1
285 41.04 precipitation 0.1 10 < th dose independent sin 8 NA
286 41.04 precipitation 0.1 10 > th dose dependent sin 8 NA
287 41.04 precipitation 0.1 10 < th dose dependent sin 8 NA
293 41.05 precipitation 0.1 10 > th dose independent sin 8 NA
339 41.21 wind 1.0 10 < th dose dependent rect. 3 1
372 41.45 wind 1.0 30 < th dose independent rect. 4 1
373 41.46 radiation 10.0 10 > th dose independent rect. 6 1
399 41.46 radiation 10.0 10 > th dose dependent rect. 6 1
463 41.65 wind 1.0 270 < th dose independent rect. 23 2
717 42.33 precipitation 0.1 10 > th dose independent no NA NA
718 42.33 precipitation 0.1 10 < th dose independent no NA NA
776 42.33 precipitation 0.1 10 > th dose independent rect. 3 23
791 42.33 precipitation 0.1 10 < th dose dependent no NA NA
793 42.34 precipitation 0.1 10 > th dose dependent no NA NA
850 42.34 precipitation 0.1 10 > th dose dependent rect. 3 23
907 42.54 humidity 90.0 720 > th dose dependent rect. 20 1
913 42.55 atmosphere 1005.0 10 < th dose dependent rect. 24 5
928 42.65 humidity 90.0 270 > th dose independent sin 13 NA
968 42.77 wind 3.0 30 < th dose dependent rect. 6 1
985 42.81 atmosphere 1005.0 30 > th dose dependent rect. 6 1