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Os05g0414600

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 : 11.8 (0.0146) R2 : 0.606
β1 : -0.803 (0.0535) R2dD : 0.202 R2D : 0.18
β2 : 0.764 (0.0347) R2dC : 0.421 R2C : 0.409
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0548 (0.0312) R2dN8 : 0.00358 R2N8 : -0.00821
σ : 0.275
deviance : 34.43
__
_____
C
peak time of C : 23.4
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
29.78 0.256 11.8 -0.937 0.777 -0.519 0.411 0.0836 -0.167 23.9 25.46 336 -- --
29.79 0.254 11.8 -0.923 0.776 -0.524 0.413 -- -0.161 23.8 25.26 337 -- --
30.48 0.257 11.8 -0.96 0.78 -0.507 -- 0.153 -0.164 23.7 24.97 320 -- --
30.51 0.257 11.8 -0.936 0.774 -0.522 -- -- -0.157 23.7 24.8 335 -- --
56.98 0.352 11.8 -0.974 -- -0.968 -- -0.267 -0.23 -- 28.8 834 -- --
33.82 0.273 11.8 -0.788 0.766 -- 0.38 -- -0.0536 23.5 -- -- -- --
34.43 0.275 11.8 -0.803 0.764 -- -- -- -0.0548 23.4 -- -- -- --
57 0.352 11.8 -1.05 -- -0.926 -- -- -0.241 -- 29 857 -- --
51.19 0.333 11.8 -- 0.769 -0.134 -- -- 0.019 23.4 23.3 155 -- --
71.06 0.394 11.8 -0.783 -- -- -- -- -0.047 -- -- -- -- --
51.43 0.335 11.8 -- 0.756 -- -- -- 0.0346 23.3 -- -- -- --
81.13 0.421 11.7 -- -- 0.527 -- -- 0.128 -- 29.4 817 -- --
87.24 0.436 11.7 -- -- -- -- -- 0.0399 -- -- -- -- --

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 27.80 humidity 80.0 14400 > th dose dependent rect. 2 4
7 28.03 humidity 80.0 14400 > th dose dependent rect. 2 1
9 28.04 humidity 50.0 14400 > th dose dependent rect. 2 4
24 28.11 humidity 50.0 14400 > th dose dependent rect. 2 1
91 28.54 humidity 90.0 14400 < th dose independent rect. 2 1
99 28.61 humidity 90.0 14400 < th dose independent rect. 24 5
107 28.62 wind 3.0 14400 < th dose dependent rect. 22 1
118 28.73 humidity 90.0 14400 < th dose independent rect. 24 1
125 28.77 wind 1.0 14400 > th dose independent rect. 22 1
135 28.80 temperature 30.0 270 < th dose dependent rect. 20 16
146 28.85 precipitation 0.1 43200 > th dose dependent rect. 2 1
160 28.97 precipitation 0.1 43200 > th dose independent rect. 2 1
162 28.98 wind 1.0 14400 > th dose independent rect. 21 6
165 28.99 precipitation 0.1 43200 < th dose independent rect. 2 1
166 28.99 precipitation 0.1 43200 < th dose dependent rect. 2 1
177 29.02 wind 1.0 14400 < th dose independent rect. 22 1
192 29.06 wind 3.0 14400 < th dose dependent rect. 20 6
194 29.06 temperature 25.0 270 < th dose dependent rect. 8 18
208 29.11 precipitation 0.1 43200 > th dose independent rect. 23 1
210 29.11 wind 1.0 14400 < th dose independent rect. 21 6
211 29.11 precipitation 0.1 43200 > th dose dependent rect. 23 1
216 29.13 precipitation 0.1 43200 < th dose independent rect. 23 1
218 29.13 precipitation 0.1 43200 < th dose dependent rect. 23 1
237 29.21 atmosphere 1015.0 43200 > th dose independent rect. 23 1
243 29.22 atmosphere 1015.0 43200 < th dose independent rect. 23 1
298 29.33 wind 1.0 14400 < th dose dependent rect. 22 7
300 29.34 humidity 90.0 14400 > th dose independent rect. 24 1
305 29.34 atmosphere 1015.0 43200 < th dose independent rect. 18 6
336 29.36 humidity 90.0 14400 < th dose dependent rect. 2 1
339 29.37 humidity 90.0 14400 > th dose independent rect. 23 4
343 29.37 wind 1.0 14400 < th dose dependent rect. 22 9
411 29.43 humidity 90.0 14400 > th dose independent rect. 23 6
428 29.44 atmosphere 1015.0 43200 < th dose independent sin 13 NA
453 29.45 atmosphere 1015.0 43200 > th dose independent sin 14 NA
483 29.46 precipitation 0.1 43200 < th dose independent rect. 1 7
508 29.46 humidity 90.0 14400 < th dose dependent rect. 6 1
510 29.46 precipitation 0.1 43200 < th dose dependent rect. 1 7
521 29.47 precipitation 0.1 43200 < th dose independent rect. 2 5
523 29.47 precipitation 0.1 43200 > th dose independent rect. 2 6
530 29.47 precipitation 0.1 43200 > th dose independent rect. 23 9
549 29.47 precipitation 0.1 43200 < th dose dependent rect. 2 5
560 29.48 precipitation 0.1 43200 < th dose independent rect. 23 9
595 29.48 humidity 90.0 14400 < th dose dependent rect. 23 4
599 29.48 precipitation 0.1 43200 < th dose dependent rect. 23 9
656 29.50 atmosphere 1015.0 43200 < th dose independent rect. 8 16
743 29.51 humidity 90.0 14400 < th dose dependent rect. 22 6
746 29.51 humidity 90.0 14400 < th dose dependent rect. 22 9
810 29.53 atmosphere 1015.0 43200 < th dose independent no NA NA
874 29.53 atmosphere 1015.0 43200 > th dose dependent rect. 23 1
885 29.54 humidity 90.0 14400 > th dose independent rect. 4 2
939 29.55 atmosphere 1015.0 43200 > th dose independent no NA NA