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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.

Os06g0281300

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

Description : Similar to O-methyltransferase ZRP4 (EC 2.1.1.-) (OMT).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.92 (0.0341) R2 : 0.607
β1 : 1.11 (0.124) R2dD : 0.0724 R2D : 0.011
β2 : 1.85 (0.085) R2dC : 0.413 R2C : 0.357
β3 : -1.45 (0.126) R2dE : 0.122 R2E : 0.0306
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.821 (0.0741) R2dN8 : 0.15 R2N8 : 0.023
σ : 0.632
deviance : 184.39
__
_____
C
peak time of C : 20.5
E
wheather : humidity
threshold : 73.08
memory length : 2762
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 = humidity, 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
186.01 0.641 4.97 0.926 1.9 -1.36 0.472 -2.43 0.641 20.5 69 4081 -- --
184.27 0.632 4.92 1.13 1.87 -1.43 0.298 -- 0.814 20.5 72 2756 -- --
186.59 0.636 4.97 0.91 1.87 -1.36 -- -2.33 0.643 20.5 68.83 4139 -- --
184.39 0.632 4.92 1.11 1.85 -1.45 -- -- 0.821 20.5 73.08 2762 -- --
373.06 0.9 4.94 0.899 -- -1.53 -- -1.63 0.622 -- 68.19 4352 -- --
236.81 0.721 4.97 0.997 1.84 -- 0.342 -- 0.631 20.2 -- -- -- --
237.15 0.721 4.97 0.986 1.84 -- -- -- 0.631 20.2 -- -- -- --
368.25 0.894 4.86 1.2 -- -1.56 -- -- 0.86 -- 75 2905 -- --
215.35 0.683 4.95 -- 1.83 -1.38 -- -- 0.701 20.5 74.39 2793 -- --
423.39 0.961 4.92 0.973 -- -- -- -- 0.61 -- -- -- -- --
262.79 0.758 4.99 -- 1.83 -- -- -- 0.521 20.3 -- -- -- --
396.67 0.928 4.9 -- -- -1.74 -- -- 0.698 -- 76.52 2919 -- --
448.36 0.988 4.94 -- -- -- -- -- 0.502 -- -- -- -- --

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
1 185.62 humidity 60.0 14400 < th dose independent sin 13 NA
2 185.77 humidity 60.0 1440 > th dose dependent rect. 10 3
3 185.82 humidity 70.0 14400 < th dose dependent rect. 16 17
4 185.96 humidity 60.0 14400 < th dose independent rect. 15 5
21 186.38 wind 1.0 43200 > th dose dependent rect. 5 2
23 186.42 humidity 60.0 14400 > th dose independent rect. 16 3
28 186.49 humidity 70.0 14400 < th dose dependent rect. 16 3
29 186.51 humidity 60.0 14400 > th dose independent sin 13 NA
43 186.55 humidity 60.0 14400 > th dose independent rect. 16 8
44 186.55 humidity 60.0 14400 > th dose independent rect. 16 10
46 186.55 humidity 60.0 14400 > th dose independent rect. 16 13
48 186.55 wind 9.0 43200 < th dose dependent rect. 5 2
69 186.67 humidity 60.0 1440 > th dose dependent rect. 11 1
71 186.71 humidity 70.0 4320 < th dose independent rect. 10 1
73 186.72 wind 3.0 43200 > th dose independent rect. 5 2
75 186.77 wind 3.0 43200 < th dose independent rect. 1 6
81 186.86 wind 3.0 43200 > th dose independent rect. 1 6
90 186.88 humidity 80.0 1440 < th dose independent rect. 5 9
94 186.96 humidity 80.0 1440 < th dose independent rect. 7 7
96 186.98 humidity 70.0 4320 > th dose independent rect. 9 3
101 187.09 wind 3.0 43200 < th dose independent rect. 5 2
105 187.24 humidity 70.0 1440 > th dose dependent rect. 8 6
106 187.28 humidity 70.0 14400 < th dose dependent sin 12 NA
110 187.35 humidity 70.0 4320 > th dose independent rect. 10 1
126 187.62 humidity 80.0 1440 > th dose independent rect. 5 9
147 187.83 humidity 60.0 14400 < th dose independent rect. 12 8
225 188.18 humidity 70.0 4320 < th dose independent rect. 18 19
232 188.24 humidity 60.0 4320 > th dose independent rect. 12 2
248 188.39 humidity 70.0 4320 < th dose independent rect. 9 12
275 188.48 wind 5.0 43200 < th dose dependent rect. 23 8
281 188.51 humidity 60.0 14400 > th dose independent rect. 12 8
317 188.65 precipitation 0.1 4320 > th dose independent rect. 16 1
345 188.80 precipitation 0.1 4320 < th dose independent rect. 16 1
348 188.80 precipitation 0.1 4320 < th dose dependent rect. 16 1
382 188.90 humidity 70.0 4320 < th dose independent rect. 18 22
406 188.98 humidity 70.0 4320 > th dose independent rect. 18 19
423 189.12 humidity 70.0 4320 < th dose independent rect. 15 22
425 189.15 wind 3.0 43200 < th dose independent rect. 1 3
432 189.21 humidity 80.0 1440 < th dose independent sin 3 NA
485 189.57 precipitation 0.1 4320 > th dose dependent rect. 16 1
503 189.64 humidity 80.0 1440 > th dose independent sin 3 NA
523 189.77 wind 3.0 43200 > th dose independent rect. 1 3
526 189.80 wind 3.0 43200 > th dose independent rect. 1 13
533 189.84 wind 3.0 43200 < th dose independent rect. 1 12
554 189.91 humidity 70.0 4320 > th dose independent rect. 15 21
558 189.92 humidity 60.0 1440 > th dose dependent sin 3 NA
589 190.03 humidity 80.0 4320 < th dose dependent rect. 10 19
611 190.06 humidity 70.0 4320 > th dose independent rect. 9 17
616 190.07 humidity 70.0 4320 > th dose independent rect. 9 13
691 190.33 humidity 80.0 4320 < th dose dependent rect. 10 10
722 190.37 humidity 70.0 4320 > th dose independent rect. 18 22
834 190.71 wind 5.0 43200 < th dose dependent rect. 24 14
850 190.75 wind 3.0 43200 < th dose independent rect. 20 12
853 190.76 wind 3.0 43200 > th dose independent sin 6 NA
868 190.77 humidity 70.0 4320 < th dose independent no NA NA
952 190.82 wind 5.0 43200 < th dose dependent sin 7 NA
958 190.84 wind 3.0 43200 < th dose independent sin 6 NA
963 190.84 wind 1.0 43200 > th dose dependent rect. 23 8
996 190.94 wind 3.0 43200 > th dose independent rect. 20 12