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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.

Os01g0309900

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

Description : Lipase, class 3 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.07 (0.0634) R2 : 0.164
β1 : -1.13 (0.231) R2dD : 0.0456 R2D : 0.00774
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.72 (0.272) R2dE : 0.0806 R2E : 0.0161
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.967 (0.139) R2dN8 : 0.128 R2N8 : 0.021
σ : 1.17
deviance : 636.38
__
_____
C
peak time of C : --
E
wheather : humidity
threshold : 53.72
memory length : 12849
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 = humidity, 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
621.6 1.17 5.06 -1.28 0.617 -1.87 -0.927 1.53 -1.01 6.3 33.59 13670 -- --
623.5 1.16 5.07 -1.13 0.463 -1.7 -0.773 -- -0.976 6.22 53.03 12868 -- --
623.01 1.16 5.06 -1.32 0.613 -1.83 -- 1.51 -1.03 6.39 56.71 13668 -- --
624.93 1.16 5.06 -1.14 0.471 -1.7 -- -- -0.974 6.18 53.53 12865 -- --
634.25 1.17 5.08 -1.32 -- -1.69 -- 1.17 -1 -- 57.63 12852 -- --
677.86 1.22 5.01 -1.26 0.504 -- -0.708 -- -0.74 5.74 -- -- -- --
679.09 1.22 5.01 -1.27 0.5 -- -- -- -0.737 5.72 -- -- -- --
636.38 1.17 5.07 -1.13 -- -1.72 -- -- -0.967 -- 53.72 12849 -- --
651.23 1.19 5.08 -- 0.555 -2.08 -- -- -1.09 5.9 55 9122 -- --
692.05 1.23 5.02 -1.25 -- -- -- -- -0.725 -- -- -- -- --
721.43 1.26 4.98 -- 0.48 -- -- -- -0.596 5.84 -- -- -- --
664.77 1.2 5.11 -- -- -1.91 -- -- -1.12 -- 57.34 8588 -- --
733.38 1.26 4.99 -- -- -- -- -- -0.586 -- -- -- -- --

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
1 615.93 wind 3 14400 < th dose dependent rect. 2 1
2 617.83 humidity 70 14400 > th dose dependent rect. 18 3
7 619.45 humidity 80 14400 > th dose independent rect. 17 4
8 619.45 humidity 80 14400 > th dose dependent rect. 20 1
15 619.70 humidity 80 14400 > th dose independent rect. 7 4
16 619.72 humidity 70 14400 > th dose dependent rect. 9 1
22 619.95 humidity 60 14400 > th dose dependent rect. 7 15
29 620.12 humidity 80 14400 < th dose independent rect. 16 5
36 620.26 humidity 80 14400 < th dose independent rect. 6 17
57 620.42 humidity 80 14400 < th dose independent rect. 7 4
62 620.43 wind 3 14400 < th dose dependent rect. 24 4
66 620.48 humidity 80 14400 > th dose independent rect. 3 20
132 620.80 humidity 60 14400 > th dose dependent sin 21 NA
151 620.91 humidity 80 14400 > th dose independent rect. 13 22
152 620.91 humidity 80 14400 > th dose independent rect. 17 22
246 621.30 humidity 90 14400 < th dose dependent rect. 16 5
279 621.40 humidity 80 14400 < th dose independent rect. 16 23
338 621.54 humidity 80 14400 < th dose independent rect. 13 23
370 621.64 humidity 80 14400 > th dose independent no NA NA
409 621.72 humidity 70 14400 > th dose independent rect. 14 4
415 621.73 humidity 90 14400 < th dose dependent rect. 18 1
445 621.82 humidity 80 14400 > th dose independent rect. 19 23
494 621.98 humidity 80 14400 < th dose independent no NA NA
612 622.27 humidity 90 14400 < th dose dependent rect. 7 15
657 622.37 humidity 60 14400 > th dose dependent rect. 14 23
661 622.39 humidity 90 14400 < th dose dependent sin 20 NA
676 622.42 humidity 80 14400 < th dose independent rect. 19 23
678 622.42 humidity 60 14400 > th dose dependent no NA NA
692 622.45 humidity 60 14400 > th dose dependent rect. 11 23
762 622.63 humidity 80 14400 > th dose independent rect. 9 1
825 622.76 humidity 60 14400 > th dose dependent rect. 20 23
913 622.96 humidity 80 14400 > th dose independent sin 17 NA
972 623.07 humidity 80 14400 < th dose independent sin 18 NA
977 623.10 humidity 80 14400 < th dose independent sin 3 NA