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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.

Os03g0722200

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 : 4.81 (0.0639) R2 : 0.304
β1 : -1.21 (0.244) R2dD : 0.0416 R2D : -0.0826
β2 : 0.651 (0.153) R2dC : 0.026 R2C : -0.00268
β3 : 2.33 (0.208) R2dE : 0.216 R2E : 0.102
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.22 (0.137) R2dN8 : 0.159 R2N8 : 0.0635
σ : 1.19
deviance : 652.68
__
_____
C
peak time of C : 22.7
E
wheather : temperature
threshold : 27.8
memory length : 4818
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
646.75 1.19 4.87 -1.75 0.627 2.49 -1.27 -1.79 -1.33 23.5 27.7 4746 -- --
647.14 1.18 4.84 -1.25 0.595 2.37 -1.24 -- -1.22 23.5 27.9 4818 -- --
652.03 1.19 4.87 -1.72 0.648 2.5 -- -1.87 -1.34 22.9 27.8 4792 -- --
652.68 1.19 4.81 -1.21 0.651 2.33 -- -- -1.22 22.7 27.8 4818 -- --
676.02 1.21 4.83 -1.55 -- 2.53 -- -1.39 -1.27 -- 27.9 4833 -- --
829.92 1.35 4.76 -0.394 0.748 -- -0.789 -- -0.959 22.4 -- -- -- --
832 1.35 4.76 -0.359 0.764 -- -- -- -0.954 22 -- -- -- --
676.47 1.21 4.79 -1.19 -- 2.41 -- -- -1.19 -- 27.85 4847 -- --
685.93 1.22 4.77 -- 0.643 2.03 -- -- -1.04 22.4 27.84 4801 -- --
867.06 1.38 4.73 -0.35 -- -- -- -- -0.954 -- -- -- -- --
835.39 1.35 4.75 -- 0.762 -- -- -- -0.914 21.9 -- -- -- --
705.76 1.24 4.74 -- -- 2.08 -- -- -0.992 -- 28.7 4845 -- --
870.29 1.38 4.73 -- -- -- -- -- -0.915 -- -- -- -- --

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
1 598.62 humidity 80 14400 > th dose dependent rect. 20 1
10 606.19 humidity 70 14400 > th dose independent rect. 13 2
17 606.85 humidity 70 14400 > th dose dependent rect. 11 12
18 606.87 humidity 80 14400 > th dose independent rect. 6 15
20 607.03 humidity 70 14400 > th dose dependent rect. 14 8
31 607.45 humidity 70 14400 > th dose dependent sin 19 NA
49 608.20 humidity 80 14400 < th dose independent rect. 7 14
50 608.21 humidity 70 14400 > th dose dependent rect. 15 4
69 608.68 humidity 70 14400 > th dose dependent rect. 6 17
151 610.54 humidity 80 14400 > th dose independent rect. 14 7
172 610.95 humidity 60 14400 > th dose dependent rect. 12 3
174 610.98 humidity 60 14400 > th dose dependent rect. 12 1
240 612.21 humidity 80 14400 < th dose independent rect. 13 8
251 612.37 humidity 80 14400 < th dose independent rect. 11 10
256 612.50 humidity 60 14400 > th dose dependent rect. 15 1
280 612.82 humidity 80 14400 < th dose independent sin 21 NA
290 612.98 humidity 80 14400 < th dose independent rect. 15 5
307 613.16 humidity 80 14400 > th dose independent sin 21 NA
356 613.78 humidity 70 14400 > th dose dependent no NA NA
375 614.00 humidity 70 14400 > th dose dependent rect. 17 23
384 614.16 humidity 70 14400 > th dose dependent rect. 14 23
386 614.18 humidity 70 14400 > th dose dependent rect. 11 23
392 614.29 humidity 70 14400 > th dose dependent rect. 21 23
478 615.28 humidity 80 14400 < th dose independent rect. 8 4
689 617.62 humidity 70 14400 < th dose independent rect. 14 2
728 618.09 humidity 80 14400 > th dose independent rect. 8 4
870 619.48 humidity 90 14400 > th dose dependent rect. 6 5
894 619.63 humidity 80 14400 > th dose independent rect. 17 1