FiT-DB / Search/ Help/ Sample detail


Os05g0130300

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 : 9.07 (0.0566) R2 : 0.775
β1 : 0.874 (0.217) R2dD : 0.00951 R2D : -0.0147
β2 : 4.19 (0.132) R2dC : 0.502 R2C : 0.456
β3 : 4.98 (0.266) R2dE : 0.24 R2E : 0.227
β4 : -2.87 (0.514) R2dD*C : 0.0161 R2D*C : 0.0154
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.72 (0.132) R2dN8 : 0.0234 R2N8 : 0.0739
σ : 1.02
deviance : 481.99
__
_____
C
peak time of C : 10.2
E
wheather : temperature
threshold : 26
memory length : 1622
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 7.19
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 = sin)

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
480.73 1.03 9.08 0.65 4.19 5.11 -2.82 1.2 -0.728 10.2 25.8 1607 7.6 --
481.99 1.02 9.07 0.874 4.19 4.98 -2.87 -- -0.72 10.2 26 1622 7.19 --
511.3 1.05 9.11 0.352 4.18 4.98 -- 1.92 -0.772 10.1 25.8 1586 7.07 --
513.77 1.06 9.07 0.734 4.1 4.56 -- -- -0.712 10 25.97 1501 5.46 --
676.9 1.21 9.44 -0.00943 -- 6.03 -- -2.12 -1.43 -- 35.71 690 1.28 --
861.36 1.38 9.32 -0.637 4.02 -- -2.51 -- -1.84 10.2 -- -- -- --
886.4 1.39 9.33 -0.738 4.04 -- -- -- -1.85 10.2 -- -- -- --
602.27 1.14 9.22 1.07 -- 7.28 -- -- -0.948 -- 44.45 1070 4.91 --
527.02 1.07 9.06 -- 4.1 4.37 -- -- -0.736 10.1 26.05 1512 5.55 --
1874.42 2.02 9.44 -0.794 -- -- -- -- -1.86 -- -- -- -- --
900.75 1.4 9.31 -- 4.04 -- -- -- -1.77 10.2 -- -- -- --
582.16 1.12 9.29 -- -- 7.36 -- -- -1.22 -- 51.55 1156 5.97 --
1891.06 2.03 9.42 -- -- -- -- -- -1.77 -- -- -- -- --

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
1 485.74 temperature 15 1440 > th dose dependent rect. 4 1
3 485.97 temperature 30 1440 < th dose dependent rect. 4 1
5 487.10 temperature 25 1440 < th dose dependent rect. 20 11
8 487.31 temperature 15 1440 > th dose dependent rect. 23 7
11 487.37 temperature 30 1440 < th dose dependent rect. 23 7
28 488.41 temperature 25 1440 < th dose dependent sin 10 NA
71 489.25 temperature 30 720 < th dose dependent rect. 8 21
174 492.32 temperature 10 720 > th dose dependent rect. 5 20
291 495.69 temperature 10 1440 > th dose dependent rect. 23 2
352 497.04 temperature 10 1440 > th dose dependent sin 9 NA
356 497.11 temperature 20 720 > th dose dependent rect. 19 22
363 497.25 temperature 30 1440 < th dose dependent rect. 23 2
505 500.32 temperature 10 720 > th dose dependent rect. 19 22
531 500.92 temperature 15 720 > th dose dependent rect. 10 22
558 501.72 temperature 25 1440 < th dose dependent no NA NA
649 503.54 temperature 25 1440 < th dose dependent rect. 2 23
672 503.96 temperature 25 1440 < th dose dependent rect. 4 23
740 505.39 temperature 20 720 > th dose dependent no NA NA
828 507.18 temperature 20 720 > th dose dependent rect. 23 23