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Os01g0593100

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 : 5.66 (0.0282) R2 : 0.408
β1 : 2.02 (0.115) R2dD : 0.555 R2D : 0.155
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.13 (0.104) R2dE : 0.239 R2E : -0.183
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.491 (0.0664) R2dN8 : 0.124 R2N8 : -0.102
σ : 0.509
deviance : 119.58
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C
peak time of C : --
E
wheather : temperature
threshold : 17.3
memory length : 7077
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
98.37 0.466 5.59 2.63 0.521 -1.14 -0.545 2.82 0.627 17.4 21.36 1533 -- --
107.13 0.482 5.66 2.06 0.481 -1.09 -0.789 -- 0.515 17.4 17.35 7293 -- --
99.08 0.464 5.59 2.65 0.519 -1.14 -- 2.86 0.626 17.2 21.38 1532 -- --
107.58 0.483 5.66 2.04 0.488 -1.12 -- -- 0.503 17.2 17.12 7262 -- --
109.94 0.488 5.58 2.59 -- -1.22 -- 2.79 0.607 -- 21.1 1315 -- --
136 0.547 5.74 1.41 0.527 -- -0.47 -- 0.155 17.2 -- -- -- --
136.54 0.547 5.74 1.41 0.523 -- -- -- 0.153 17 -- -- -- --
119.58 0.509 5.66 2.02 -- -1.13 -- -- 0.491 -- 17.3 7077 -- --
178.86 0.623 5.76 -- 0.744 -0.898 -- -- 0.0999 17.5 -7.421 412 -- --
150.92 0.574 5.74 1.39 -- -- -- -- 0.139 -- -- -- -- --
189.01 0.643 5.78 -- 0.498 -- -- -- -0.00435 17.1 -- -- -- --
191.38 0.644 5.75 -- -- -0.464 -- -- -0.0432 -- 29.2 5812 -- --
202.03 0.663 5.77 -- -- -- -- -- -0.015 -- -- -- -- --

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 91.94 temperature 20 720 > th dose dependent rect. 21 16
2 92.43 temperature 20 720 > th dose dependent sin 8 NA
8 93.65 temperature 10 720 > th dose dependent rect. 21 16
24 95.06 temperature 10 720 > th dose dependent rect. 23 14
30 95.28 temperature 20 720 > th dose dependent rect. 1 8
34 95.40 temperature 20 720 > th dose dependent rect. 23 10
51 95.83 temperature 20 270 > th dose dependent rect. 23 21
89 97.04 temperature 10 720 > th dose dependent rect. 1 12
94 97.22 temperature 10 720 > th dose dependent rect. 1 8
121 97.58 temperature 20 1440 > th dose dependent rect. 12 18
158 97.94 temperature 30 720 < th dose dependent sin 8 NA
172 98.06 temperature 20 1440 > th dose dependent sin 15 NA
175 98.07 temperature 10 720 > th dose dependent rect. 1 10
194 98.25 temperature 30 720 < th dose dependent rect. 20 15
248 98.64 temperature 10 720 > th dose dependent rect. 1 17
302 98.94 temperature 25 1440 > th dose dependent rect. 12 5
323 99.03 temperature 20 1440 > th dose dependent rect. 18 3
327 99.05 temperature 25 1440 > th dose dependent rect. 12 7
338 99.10 temperature 20 1440 > th dose dependent rect. 17 5
388 99.28 temperature 20 1440 > th dose dependent rect. 23 23
390 99.30 temperature 20 1440 > th dose dependent no NA NA
395 99.31 temperature 20 270 > th dose dependent no NA NA
400 99.32 temperature 20 1440 > th dose dependent rect. 17 23
412 99.36 temperature 20 1440 > th dose dependent rect. 20 23
415 99.37 temperature 20 1440 > th dose dependent rect. 18 1
423 99.40 temperature 20 1440 > th dose dependent rect. 4 23
431 99.43 temperature 25 1440 > th dose dependent rect. 15 1
524 99.67 temperature 25 1440 > th dose independent rect. 14 8
559 99.77 temperature 25 1440 < th dose independent rect. 14 8
626 99.97 temperature 25 1440 > th dose independent rect. 10 13
641 100.02 temperature 20 270 > th dose dependent rect. 12 23
656 100.07 temperature 25 1440 < th dose independent rect. 10 13
727 100.27 temperature 10 720 > th dose dependent rect. 1 23
774 100.41 temperature 10 720 > th dose dependent rect. 12 23
790 100.45 temperature 20 270 > th dose dependent rect. 4 23
800 100.47 temperature 25 1440 < th dose independent sin 18 NA
807 100.47 temperature 20 270 > th dose dependent rect. 6 23
869 100.67 temperature 25 1440 > th dose independent sin 18 NA
937 100.85 temperature 30 720 < th dose dependent rect. 3 6
953 100.88 temperature 15 720 > th dose dependent rect. 1 4
983 100.98 temperature 10 720 > th dose dependent rect. 10 23