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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.

Os12g0634400

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 : 4.37 (0.0472) R2 : 0.335
β1 : 1.5 (0.17) R2dD : 0.119 R2D : 0.0842
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.779 (0.0943) R2dE : 0.122 R2E : 0.183
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.555 (0.11) R2dN8 : 0.0614 R2N8 : 0.0851
σ : 0.859
deviance : 340.32
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 24.9
memory length : 45
response mode : > th
dose dependency : dose independent
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 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
327.04 0.85 4.37 1.18 0.372 0.644 -0.303 -1.33 0.586 14 25.4 91 -- --
332.29 0.849 4.33 1.57 0.377 0.59 -0.845 -- 0.711 14.2 25.4 98 -- --
327.31 0.843 4.37 1.14 0.384 0.636 -- -1.45 0.581 14.2 25.32 91 -- --
334.81 0.852 4.33 1.55 0.394 0.563 -- -- 0.718 14.4 25.4 91 -- --
333.55 0.851 4.38 1.16 -- 0.788 -- -1.33 0.525 -- 25.4 91 -- --
352.23 0.88 4.27 1.72 0.811 -- -0.58 -- 0.974 15 -- -- -- --
353.34 0.88 4.28 1.71 0.81 -- -- -- 0.971 15.1 -- -- -- --
340.32 0.859 4.37 1.5 -- 0.779 -- -- 0.555 -- 24.9 45 -- --
393.13 0.923 4.4 -- 0.276 0.789 -- -- 0.374 15 24.8 52 -- --
390.8 0.924 4.28 1.67 -- -- -- -- 0.95 -- -- -- -- --
430.14 0.97 4.32 -- 0.776 -- -- -- 0.781 15.1 -- -- -- --
396.38 0.927 4.42 -- -- 0.902 -- -- 0.304 -- 24.77 52 -- --
464.59 1.01 4.32 -- -- -- -- -- 0.764 -- -- -- -- --

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
1 320.42 temperature 25.0 90 > th dose independent rect. 6 19
3 321.15 temperature 25.0 90 > th dose independent rect. 14 22
4 321.54 humidity 60.0 43200 < th dose independent rect. 8 7
9 321.77 humidity 70.0 43200 < th dose dependent rect. 11 1
13 321.92 humidity 60.0 43200 < th dose independent rect. 11 2
16 321.98 humidity 70.0 43200 < th dose dependent rect. 9 3
26 322.23 humidity 70.0 43200 < th dose dependent rect. 8 5
28 322.25 humidity 60.0 43200 < th dose independent sin 4 NA
34 322.35 humidity 60.0 43200 < th dose independent rect. 22 17
38 322.36 humidity 60.0 43200 < th dose independent rect. 19 20
42 322.40 humidity 60.0 43200 < th dose dependent rect. 13 11
51 322.44 humidity 80.0 14400 < th dose independent rect. 21 1
59 322.49 humidity 60.0 43200 < th dose dependent rect. 13 4
89 322.72 humidity 60.0 43200 < th dose independent rect. 8 16
120 322.89 humidity 60.0 43200 > th dose independent rect. 9 4
123 322.89 humidity 70.0 43200 < th dose dependent rect. 17 19
129 322.91 humidity 70.0 43200 < th dose dependent sin 6 NA
137 322.94 humidity 60.0 43200 > th dose independent rect. 11 1
138 322.94 humidity 80.0 14400 > th dose independent rect. 20 3
139 322.94 humidity 60.0 43200 > th dose independent rect. 8 6
144 322.95 humidity 60.0 43200 < th dose independent rect. 16 23
204 323.09 humidity 60.0 43200 < th dose dependent sin 15 NA
271 323.29 humidity 60.0 43200 > th dose independent sin 5 NA
283 323.32 humidity 80.0 14400 > th dose independent rect. 21 1
324 323.41 humidity 60.0 43200 < th dose independent no NA NA
349 323.45 temperature 10.0 90 > th dose dependent rect. 7 18
355 323.49 humidity 60.0 43200 < th dose independent rect. 14 23
397 323.57 humidity 80.0 43200 < th dose independent rect. 18 4
494 323.96 radiation 40.0 43200 > th dose independent rect. 14 20
508 324.03 humidity 60.0 43200 > th dose independent rect. 22 15
524 324.07 humidity 60.0 43200 > th dose independent rect. 16 22
539 324.11 humidity 60.0 43200 > th dose independent rect. 14 23
580 324.23 temperature 25.0 90 < th dose independent rect. 11 22
592 324.28 radiation 40.0 43200 > th dose independent sin 13 NA
637 324.42 precipitation 0.1 14400 < th dose independent rect. 4 3
642 324.42 precipitation 0.1 14400 < th dose dependent rect. 4 3
657 324.48 humidity 70.0 43200 < th dose independent rect. 16 1
678 324.54 humidity 60.0 43200 > th dose independent rect. 18 23
680 324.55 humidity 60.0 43200 > th dose independent no NA NA
707 324.66 temperature 25.0 10 < th dose dependent rect. 12 8
718 324.73 wind 5.0 14400 > th dose independent rect. 16 1
720 324.74 precipitation 0.1 14400 > th dose independent rect. 4 3
724 324.75 precipitation 0.1 14400 > th dose dependent rect. 4 3
728 324.77 humidity 70.0 43200 < th dose dependent rect. 8 12
729 324.78 radiation 40.0 43200 > th dose independent rect. 12 4
760 324.85 radiation 10.0 43200 < th dose independent rect. 14 1
768 324.86 humidity 50.0 43200 > th dose dependent rect. 10 1
783 324.93 humidity 80.0 14400 < th dose dependent rect. 20 2
801 325.01 temperature 25.0 90 < th dose independent rect. 12 9
812 325.04 humidity 70.0 43200 < th dose independent rect. 8 2
832 325.09 radiation 30.0 43200 < th dose dependent rect. 14 1
844 325.12 radiation 20.0 43200 > th dose independent sin 19 NA
896 325.21 radiation 20.0 43200 < th dose dependent rect. 10 20
898 325.22 radiation 20.0 43200 > th dose independent rect. 11 21
907 325.24 radiation 20.0 43200 > th dose independent rect. 13 2
910 325.24 temperature 25.0 90 > th dose dependent sin 10 NA
925 325.28 radiation 20.0 14400 < th dose independent rect. 17 15
938 325.31 radiation 20.0 43200 < th dose dependent rect. 10 13
939 325.31 radiation 20.0 43200 < th dose dependent rect. 10 15
946 325.32 radiation 20.0 43200 < th dose dependent rect. 10 9
962 325.36 radiation 20.0 43200 < th dose dependent sin 20 NA
964 325.37 radiation 20.0 43200 > th dose independent rect. 11 6