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Os07g0226200

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 : 12.6 (0.0223) R2 : 0.779
β1 : -0.808 (0.0835) R2dD : 0.0527 R2D : -0.00536
β2 : 1.96 (0.0542) R2dC : 0.652 R2C : 0.681
β3 : -1.17 (0.0964) R2dE : 0.0877 R2E : 0.0539
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.269 (0.0508) R2dN8 : 0.0222 R2N8 : -0.024
σ : 0.409
deviance : 76.93
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C
peak time of C : 21.1
E
wheather : temperature
threshold : 28.14
memory length : 243
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 = temperature, 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
72.63 0.4 12.6 -0.588 1.98 -1.19 -0.679 -1.41 -0.208 21.1 27.45 238 -- --
75.19 0.404 12.6 -0.823 1.97 -1.16 -0.75 -- -0.258 21.2 28.3 244 -- --
74.07 0.401 12.6 -0.547 2.03 -1.19 -- -1.48 -0.207 21.1 27.61 179 -- --
76.93 0.409 12.6 -0.808 1.96 -1.17 -- -- -0.269 21.1 28.14 243 -- --
234.68 0.713 12.6 -0.95 -- -2.56 -- -1.03 -0.385 -- 53.01 619 -- --
93.9 0.454 12.6 -0.535 2.09 -- -0.664 -- -0.0169 20.6 -- -- -- --
95.32 0.457 12.6 -0.514 2.09 -- -- -- -0.0168 20.5 -- -- -- --
233.87 0.712 12.6 -1.15 -- -2.63 -- -- -0.426 -- 78.42 624 -- --
92.34 0.448 12.6 -- 2.01 -0.793 -- -- -0.109 20.9 28 250 -- --
340.66 0.862 12.5 -0.522 -- -- -- -- -0.0363 -- -- -- -- --
102.28 0.473 12.6 -- 2.09 -- -- -- 0.0405 20.5 -- -- -- --
265.43 0.759 12.6 -- -- -2.21 -- -- -0.246 -- 62.37 610 -- --
347.85 0.871 12.5 -- -- -- -- -- 0.0216 -- -- -- -- --

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 72.15 temperature 10 90 > th dose dependent rect. 6 23
5 73.10 temperature 25 270 < th dose dependent rect. 24 23
6 73.14 temperature 25 270 < th dose dependent rect. 7 23
17 73.59 temperature 25 270 < th dose dependent no NA NA
19 73.63 temperature 25 270 < th dose dependent rect. 13 23
27 73.77 temperature 25 720 < th dose dependent rect. 6 17
134 74.86 temperature 20 1440 > th dose independent rect. 20 9
162 75.09 temperature 25 720 < th dose dependent sin 22 NA
167 75.10 temperature 30 90 < th dose dependent rect. 19 18
182 75.20 temperature 20 1440 < th dose independent rect. 20 9
215 75.39 temperature 15 30 > th dose dependent rect. 21 23
294 75.85 temperature 20 270 > th dose dependent rect. 21 13
313 75.93 temperature 15 270 > th dose dependent rect. 18 23
314 75.94 temperature 20 1440 > th dose independent sin 11 NA
332 76.00 temperature 25 1440 < th dose dependent rect. 21 1
440 76.31 temperature 20 1440 < th dose independent sin 11 NA
477 76.41 temperature 30 270 < th dose dependent sin 8 NA
514 76.49 temperature 20 1440 < th dose independent rect. 1 3
557 76.60 temperature 10 720 > th dose dependent rect. 21 13
593 76.69 temperature 20 1440 < th dose independent rect. 3 1
693 76.86 temperature 15 1440 > th dose dependent rect. 23 1
780 76.98 temperature 15 270 > th dose dependent rect. 15 23
804 77.02 temperature 20 270 > th dose dependent sin 8 NA
848 77.10 temperature 25 1440 < th dose dependent sin 13 NA
965 77.24 temperature 15 90 > th dose dependent no NA NA