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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.

Os02g0752300

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.18 (0.0434) R2 : 0.0914
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.69 (0.556) R2dE : 0.0879 R2E : 0.089
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0893 (0.0916) R2dN8 : 0.00246 R2N8 : 0.00354
σ : 0.816
deviance : 306.89
__
_____
C
peak time of C : --
E
wheather : wind
threshold : 9.687
memory length : 49
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 = wind, 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
284.45 0.792 3.21 0.602 0.248 8.11 -0.329 17.7 -0.0425 3.25 10.34 126 -- --
300.4 0.807 3.17 0.478 0.207 4.1 -0.437 -- -0.00169 23.7 9.4 54 -- --
284.69 0.786 3.21 0.585 0.248 8.14 -- 18.5 -0.0529 3.56 10.36 125 -- --
298.7 0.805 3.18 0.433 0.218 4.43 -- -- -0.0133 2.65 9.545 49 -- --
287.76 0.79 3.23 0.69 -- 10.7 -- 30 -0.0393 -- 10.39 116 -- --
332.16 0.854 3.18 0.297 0.0745 -- 0.738 -- -0.0927 6.93 -- -- -- --
332.73 0.854 3.18 0.306 0.143 -- -- -- -0.0969 3.28 -- -- -- --
300.94 0.808 3.17 0.486 -- 3.79 -- -- -0.0313 -- 9.532 49 -- --
304.08 0.812 3.18 -- 0.213 4.07 -- -- -0.0842 2.19 9.75 49 -- --
333.88 0.854 3.18 0.312 -- -- -- -- -0.0931 -- -- -- -- --
335.2 0.856 3.19 -- 0.149 -- -- -- -0.131 3.28 -- -- -- --
306.89 0.816 3.18 -- -- 3.69 -- -- -0.0893 -- 9.687 49 -- --
336.45 0.856 3.19 -- -- -- -- -- -0.128 -- -- -- -- --

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
1 282.06 wind 7 270 > th dose dependent rect. 13 1
3 282.76 wind 9 270 > th dose independent rect. 13 1
4 282.96 wind 9 270 > th dose independent rect. 12 3
5 283.34 wind 9 270 > th dose dependent rect. 12 3
7 283.72 wind 9 270 > th dose dependent rect. 11 5
9 283.87 wind 9 90 > th dose independent rect. 12 5
35 288.33 wind 9 270 > th dose dependent rect. 1 15
52 289.87 wind 9 270 > th dose independent rect. 1 15
64 290.20 wind 9 90 > th dose dependent rect. 12 9
65 290.29 wind 9 90 > th dose dependent rect. 12 7
75 290.87 wind 9 90 > th dose dependent rect. 12 14
91 291.22 wind 9 90 > th dose independent rect. 12 14
197 293.56 wind 9 270 > th dose dependent sin 2 NA
235 294.45 wind 9 270 < th dose independent sin 2 NA
310 295.26 wind 9 270 > th dose independent sin 2 NA
426 297.51 wind 9 90 > th dose dependent sin 19 NA
493 299.19 wind 9 30 < th dose independent sin 17 NA
676 300.51 wind 9 90 > th dose independent sin 19 NA
698 300.59 wind 9 270 > th dose dependent no NA NA
877 301.81 wind 9 270 > th dose independent no NA NA
912 301.87 wind 9 270 > th dose dependent rect. 15 23
917 301.90 wind 9 270 < th dose independent no NA NA