FiT-DB / Search/ Help/ Sample detail


Os12g0525300

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.51 (0.0269) R2 : 0.556
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.39 (0.114) R2dE : 0.464 R2E : 0.17
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.982 (0.0583) R2dN8 : 0.386 R2N8 : 0.0916
σ : 0.5
deviance : 115.33
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 31.08
memory length : 108
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
108.53 0.489 7.47 0.508 0.262 2.21 0.875 -2.19 1.05 2.7 31.57 131 -- --
112.16 0.493 7.51 0.219 0.225 2.18 0.369 -- 0.999 3.45 30.6 130 -- --
110.28 0.489 7.49 0.359 0.273 2.21 -- -1.38 1.01 3.67 31.46 122 -- --
111.82 0.492 7.51 0.14 0.252 2.2 -- -- 0.974 4.06 30.85 108 -- --
112.77 0.495 7.48 0.403 -- 2.48 -- -1.22 1.06 -- 31.47 110 -- --
171.59 0.614 7.6 -0.369 0.948 -- 0.555 -- 0.582 3.36 -- -- -- --
172.56 0.615 7.6 -0.38 0.952 -- -- -- 0.578 3.4 -- -- -- --
114.27 0.498 7.51 0.211 -- 2.44 -- -- 1.01 -- 30.98 110 -- --
112.32 0.494 7.52 -- 0.276 2.13 -- -- 0.945 3.97 30.89 109 -- --
223.52 0.699 7.6 -0.339 -- -- -- -- 0.604 -- -- -- -- --
176.36 0.621 7.59 -- 0.945 -- -- -- 0.621 3.4 -- -- -- --
115.33 0.5 7.51 -- -- 2.39 -- -- 0.982 -- 31.08 108 -- --
226.56 0.703 7.59 -- -- -- -- -- 0.641 -- -- -- -- --

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
1 108.56 temperature 30 30 < th dose dependent rect. 9 23
2 109.07 temperature 30 30 < th dose dependent rect. 3 23
3 109.11 temperature 30 90 < th dose dependent rect. 15 23
4 109.20 temperature 30 90 < th dose dependent rect. 17 23
7 109.76 temperature 30 90 < th dose dependent no NA NA
9 110.19 temperature 10 90 > th dose dependent no NA NA
13 110.54 temperature 30 90 < th dose dependent rect. 13 23
15 110.66 temperature 15 270 > th dose dependent rect. 17 23
16 110.69 temperature 15 270 > th dose dependent rect. 4 23
19 110.79 temperature 30 30 < th dose dependent rect. 11 23
26 111.07 temperature 15 270 > th dose dependent rect. 19 23
30 111.18 temperature 30 30 < th dose dependent rect. 1 23
32 111.19 temperature 30 270 < th dose dependent rect. 21 23
38 111.49 temperature 30 270 < th dose dependent rect. 24 23
71 112.92 temperature 15 1440 > th dose dependent rect. 8 1
73 112.96 temperature 30 1440 < th dose dependent rect. 8 1
106 114.15 temperature 30 30 < th dose dependent rect. 23 23
107 114.17 humidity 90 14400 > th dose dependent rect. 21 2
111 114.26 temperature 15 270 > th dose dependent rect. 22 23
114 114.39 temperature 15 270 > th dose dependent rect. 10 23
128 114.67 temperature 15 270 > th dose dependent rect. 13 23
258 117.09 wind 7 43200 > th dose dependent rect. 20 1
263 117.21 wind 9 43200 > th dose independent rect. 20 1
269 117.26 humidity 90 14400 < th dose independent rect. 21 1
293 117.61 temperature 30 10 < th dose dependent rect. 7 23
322 118.00 temperature 15 10 > th dose dependent rect. 23 23
325 118.07 wind 9 43200 < th dose independent rect. 20 1
370 118.70 temperature 15 10 > th dose dependent rect. 2 23
395 118.97 wind 9 43200 > th dose dependent rect. 13 19
408 119.10 wind 9 43200 > th dose dependent sin 14 NA
422 119.30 temperature 15 10 > th dose dependent rect. 7 23
481 119.77 humidity 90 14400 < th dose independent rect. 18 5
483 119.78 humidity 90 14400 < th dose independent rect. 18 1
492 119.85 wind 9 43200 > th dose dependent rect. 17 13
528 120.16 wind 9 43200 > th dose dependent rect. 17 7
559 120.31 humidity 90 14400 > th dose independent rect. 21 2
618 120.67 wind 9 43200 > th dose dependent sin 17 NA
634 120.73 wind 9 43200 > th dose independent rect. 17 21
648 120.80 wind 9 43200 > th dose independent rect. 13 21
679 120.93 temperature 10 1440 > th dose dependent sin 5 NA
687 120.96 wind 9 43200 < th dose independent rect. 13 22
726 121.10 wind 9 43200 < th dose independent rect. 17 21
813 121.39 humidity 90 14400 > th dose dependent sin 15 NA
887 121.68 wind 9 43200 > th dose dependent rect. 20 10
920 121.81 wind 9 43200 > th dose dependent rect. 20 4
926 121.82 wind 7 43200 > th dose dependent rect. 13 22
980 122.05 wind 9 43200 > th dose independent sin 13 NA