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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.

Os01g0740400

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

Description : Protein of unknown function DUF1005 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.46 (0.0568) R2 : 0.433
β1 : -2.72 (0.252) R2dD : 0.247 R2D : 0.0329
β2 : 1.71 (0.127) R2dC : 0.226 R2C : 0.213
β3 : -0.134 (0.253) R2dE : 0.000401 R2E : -0.0107
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -7.51 (0.934) R2dD*E : 0.135 R2D*E : -0.055
γ1 : -0.533 (0.119) R2dN8 : 0.0368 R2N8 : -0.0163
σ : 1
deviance : 464.58
__
_____
C
peak time of C : 11.6
E
wheather : atmosphere
threshold : 1011
memory length : 14089
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 = atmosphere, 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
466.31 1.01 7.44 -2.27 1.72 -0.177 0.0363 -7.42 -0.445 11.6 1008 14690 -- --
512.73 1.05 7.39 -1.58 1.74 -0.987 0.776 -- -0.508 11.1 1001 14431 -- --
464.58 1 7.46 -2.72 1.71 -0.134 -- -7.51 -0.533 11.6 1011 14089 -- --
503.56 1.05 7.35 -1.44 1.8 -1.17 -- -- -0.384 11.7 999.8 11884 -- --
648.69 1.19 7.51 -2.87 -- -0.0201 -- -8.09 -0.568 -- 1011 13998 -- --
545.02 1.09 7.32 -1.7 1.75 -- 0.0192 -- -0.305 11.6 -- -- -- --
545.02 1.09 7.32 -1.7 1.75 -- -- -- -0.305 11.6 -- -- -- --
697.5 1.23 7.36 -1.53 -- -1.24 -- -- -0.42 -- 1000 11192 -- --
555.46 1.1 7.37 -- 1.76 -1.56 -- -- -0.327 11.8 1001 11994 -- --
736.83 1.27 7.36 -1.75 -- -- -- -- -0.325 -- -- -- -- --
621.15 1.17 7.27 -- 1.77 -- -- -- -0.115 11.7 -- -- -- --
754.18 1.28 7.35 -- -- -1.59 -- -- -0.31 -- 1000 11283 -- --
817.45 1.33 7.31 -- -- -- -- -- -0.131 -- -- -- -- --

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
1 458.94 atmosphere 1005 14400 < th dose independent rect. 7 2
2 459.21 atmosphere 1005 14400 > th dose independent rect. 8 1
9 460.51 atmosphere 1005 14400 > th dose independent rect. 6 4
29 463.03 atmosphere 995 14400 > th dose dependent rect. 23 1
33 463.18 atmosphere 1015 14400 < th dose dependent rect. 23 1
88 464.78 atmosphere 1010 14400 < th dose dependent rect. 8 8
90 464.79 atmosphere 1010 14400 < th dose dependent rect. 8 6
95 464.82 atmosphere 1010 14400 < th dose dependent rect. 7 17
131 464.95 atmosphere 1010 14400 < th dose dependent rect. 20 20
147 464.99 atmosphere 1010 14400 < th dose dependent rect. 11 1
194 465.08 atmosphere 1010 14400 < th dose dependent sin 23 NA
237 465.12 atmosphere 1010 14400 < th dose dependent rect. 13 23
238 465.12 atmosphere 1010 14400 < th dose dependent rect. 15 23
240 465.13 atmosphere 1010 14400 < th dose dependent no NA NA
263 465.15 atmosphere 1010 14400 < th dose dependent rect. 15 21
287 465.18 atmosphere 1010 14400 < th dose dependent rect. 11 23
292 465.19 atmosphere 995 14400 > th dose dependent rect. 9 15
460 465.39 atmosphere 1010 14400 < th dose dependent sin 10 NA
485 465.42 atmosphere 995 14400 > th dose dependent rect. 11 1
494 465.43 atmosphere 995 14400 > th dose dependent sin 14 NA
509 465.44 atmosphere 995 14400 > th dose dependent rect. 13 11
559 465.48 atmosphere 995 14400 > th dose dependent rect. 19 20
577 465.50 atmosphere 995 14400 > th dose dependent rect. 10 4
737 465.60 atmosphere 1010 14400 < th dose dependent rect. 13 1
787 465.63 atmosphere 995 14400 > th dose dependent rect. 13 1
820 465.64 atmosphere 995 14400 > th dose dependent rect. 13 23
823 465.65 atmosphere 995 14400 > th dose dependent no NA NA