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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.

Os06g0707000

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

Description : Protein of unknown function DUF563 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.5 (0.0417) R2 : 0.513
β1 : -1.62 (0.158) R2dD : 0.126 R2D : -0.0435
β2 : 0.851 (0.101) R2dC : 0.0769 R2C : 0.0276
β3 : 2.39 (0.122) R2dE : 0.454 R2E : 0.248
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.759 (0.0899) R2dN8 : 0.105 R2N8 : -0.00505
σ : 0.775
deviance : 276.97
__
_____
C
peak time of C : 9.98
E
wheather : temperature
threshold : 24.9
memory length : 1385
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 = temperature, 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
276.83 0.782 4.49 -1.52 0.846 2.33 0.205 0.381 -0.716 9.98 25.04 1393 -- --
276.81 0.775 4.5 -1.63 0.852 2.4 0.21 -- -0.76 10 24.9 1384 -- --
276.94 0.775 4.49 -1.54 0.848 2.36 -- 0.285 -0.736 9.97 24.92 1388 -- --
276.97 0.775 4.5 -1.62 0.851 2.39 -- -- -0.759 9.98 24.9 1385 -- --
317.73 0.83 4.51 -1.49 -- 2.26 -- 0.461 -0.729 -- 24.84 1446 -- --
508.1 1.06 4.43 -0.789 0.772 -- -0.0782 -- -0.452 8.67 -- -- -- --
508.12 1.06 4.43 -0.792 0.772 -- -- -- -0.452 8.68 -- -- -- --
317.87 0.83 4.53 -1.62 -- 2.32 -- -- -0.773 -- 24.76 1449 -- --
340.19 0.859 4.44 -- 0.838 2 -- -- -0.478 9.93 25.52 1384 -- --
541.79 1.09 4.45 -0.79 -- -- -- -- -0.446 -- -- -- -- --
524.64 1.07 4.41 -- 0.77 -- -- -- -0.364 8.76 -- -- -- --
380.64 0.909 4.44 -- -- 1.87 -- -- -0.363 -- 26.46 1444 -- --
558.25 1.1 4.43 -- -- -- -- -- -0.358 -- -- -- -- --

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
1 276.50 temperature 25 1440 > th dose dependent rect. 8 19
17 276.79 temperature 25 1440 > th dose dependent rect. 18 1
18 276.80 temperature 25 1440 > th dose dependent rect. 13 23
26 276.98 temperature 25 1440 > th dose dependent sin 18 NA
37 277.23 temperature 25 1440 > th dose dependent rect. 8 13
40 277.25 temperature 25 1440 > th dose dependent rect. 22 23
46 277.29 temperature 25 1440 > th dose dependent rect. 11 23
61 277.45 temperature 25 1440 > th dose dependent no NA NA
69 277.50 temperature 25 1440 > th dose dependent rect. 16 23
87 277.68 temperature 25 1440 > th dose dependent rect. 20 23
159 278.68 temperature 25 1440 > th dose dependent rect. 13 13
174 278.92 temperature 25 1440 > th dose dependent rect. 16 5
191 279.21 temperature 25 1440 > th dose dependent rect. 13 8
342 283.86 temperature 25 4320 < th dose independent rect. 7 1
364 284.34 temperature 25 4320 > th dose independent rect. 7 1
457 285.65 humidity 70 14400 < th dose independent rect. 19 1
481 286.28 temperature 10 1440 > th dose dependent rect. 16 3
501 286.60 humidity 60 14400 < th dose dependent rect. 17 1
549 287.27 humidity 50 14400 < th dose independent rect. 16 18
588 287.76 temperature 30 1440 < th dose independent rect. 11 1
591 287.81 humidity 50 14400 < th dose independent rect. 16 1
611 288.08 humidity 50 14400 > th dose independent rect. 16 1
612 288.08 humidity 70 14400 < th dose independent rect. 19 12
633 288.41 humidity 50 14400 > th dose independent rect. 16 4
657 288.50 humidity 50 14400 > th dose independent rect. 16 13
659 288.52 humidity 50 14400 > th dose independent rect. 16 16
665 288.59 humidity 50 14400 > th dose independent rect. 16 11
731 289.40 temperature 25 1440 > th dose dependent rect. 13 1
733 289.45 temperature 30 1440 < th dose dependent rect. 18 1
804 290.67 temperature 30 1440 > th dose independent rect. 11 2
859 291.56 wind 9 43200 > th dose dependent rect. 19 11
868 291.69 temperature 30 1440 < th dose independent rect. 17 20
962 292.89 temperature 30 1440 > th dose independent rect. 17 21
981 293.04 temperature 10 1440 > th dose dependent rect. 11 3