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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.

Os06g0583900

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

Description : Similar to Pectate lyase homolog (EC 4.2.2.2) (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.92 (0.046) R2 : 0.0898
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 4.08 (0.616) R2dE : 0.0878 R2E : 0.0882
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0773 (0.0969) R2dN8 : 0.00164 R2N8 : 0.00203
σ : 0.867
deviance : 344.3
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 995
memory length : 19
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 = atmosphere, 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
343.74 0.864 2650 -16200 0.0512 610000 0.305 -3730000 -0.0702 21.2 995 10 -- --
343.74 0.87 2.92 0.0706 0.051 4.05 0.304 -- -0.0703 21.2 995 10 -- --
344.04 0.864 2650 -16200 0.0574 610000 -- -3730000 -0.0699 19.6 995 10 -- --
344.04 0.87 2.92 0.0608 0.0572 4.05 -- -- -0.07 19.6 995 12 -- --
344.21 0.864 2650 -16200 -- 610000 -- -3730000 -0.0709 -- 995 10 -- --
375.81 0.909 2.93 0.114 0.123 -- 0.468 -- -0.0876 19.1 -- -- -- --
376.34 0.908 2.93 0.106 0.129 -- -- -- -0.086 18.3 -- -- -- --
344.21 0.868 2.92 0.0597 -- 4.08 -- -- -0.0707 -- 995 19 -- --
344.13 0.869 2.93 -- 0.0565 4.06 -- -- -0.0767 19.6 995 13 -- --
377.2 0.908 2.93 0.103 -- -- -- -- -0.0888 -- -- -- -- --
376.63 0.908 2.93 -- 0.128 -- -- -- -0.0978 18.3 -- -- -- --
344.3 0.867 2.92 -- -- 4.08 -- -- -0.0773 -- 995 19 -- --
377.48 0.907 2.93 -- -- -- -- -- -0.1 -- -- -- -- --

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
1 338.79 atmosphere 1000.0 90 < th dose dependent rect. 14 4
3 340.14 atmosphere 1000.0 270 < th dose dependent rect. 14 1
14 342.61 precipitation 0.1 90 > th dose independent rect. 5 3
17 342.61 precipitation 0.1 90 > th dose dependent rect. 5 3
21 343.19 temperature 30.0 270 > th dose dependent rect. 14 1
22 343.31 atmosphere 1000.0 90 < th dose independent rect. 15 3
23 343.37 precipitation 0.1 270 > th dose independent rect. 5 1
24 343.37 precipitation 0.1 270 > th dose dependent rect. 5 1
36 343.70 atmosphere 995.0 10 > th dose independent sin 19 NA
61 344.13 atmosphere 995.0 10 < th dose independent sin 19 NA
63 344.14 atmosphere 995.0 10 < th dose independent no NA NA
65 344.14 atmosphere 995.0 270 < th dose independent rect. 14 1
69 344.14 atmosphere 995.0 10 < th dose independent rect. 15 4
505 344.14 atmosphere 995.0 10 < th dose dependent sin 13 NA
547 344.15 atmosphere 995.0 30 < th dose independent rect. 17 23
549 344.15 atmosphere 995.0 30 < th dose dependent sin 18 NA
550 344.15 atmosphere 995.0 90 < th dose dependent sin 22 NA
556 344.16 atmosphere 995.0 30 < th dose dependent rect. 17 23
557 344.18 atmosphere 995.0 10 > th dose independent no NA NA
607 344.22 atmosphere 995.0 30 < th dose dependent no NA NA
819 344.23 atmosphere 995.0 10 > th dose independent sin 7 NA