FiT-DB / Search/ Help/ Sample detail


Os04g0533300

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

Description : Similar to Remorin (pp34).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 15.3 (0.0181) R2 : 0.41
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.774 (0.045) R2dC : 0.383 R2C : 0.381
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.158 (0.0381) R2dN8 : 0.029 R2N8 : 0.0271
σ : 0.341
deviance : 53.18
__
_____
C
peak time of C : 15
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 = radiation, response mode = < th, dose dependency = dose independent, 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
45.8 0.318 15.3 0.227 0.73 0.412 -0.248 -0.877 -0.0347 15.4 19.51 1263 -- --
47.47 0.321 15.3 0.224 0.738 0.405 -0.391 -- -0.0423 15.3 19.5 1326 -- --
45.94 0.316 15.3 0.226 0.731 0.415 -- -0.964 -0.0337 15.5 19.51 1244 -- --
47.9 0.322 15.3 0.19 0.709 0.404 -- -- -0.0478 15.5 19.51 1270 -- --
75.52 0.405 15.3 0.204 -- 0.473 -- -0.898 -0.0283 -- 19.26 1273 -- --
52.3 0.339 15.3 0.123 0.775 -- -0.406 -- -0.144 14.8 -- -- -- --
52.84 0.34 15.3 0.114 0.776 -- -- -- -0.146 15 -- -- -- --
76.63 0.408 15.3 0.125 -- 0.519 -- -- -0.0584 -- 19.2 1295 -- --
48.43 0.324 15.3 -- 0.731 0.394 -- -- -0.057 15.4 19.51 1274 -- --
87.49 0.437 15.3 0.0804 -- -- -- -- -0.166 -- -- -- -- --
53.18 0.341 15.3 -- 0.774 -- -- -- -0.158 15 -- -- -- --
77.08 0.409 15.3 -- -- 0.525 -- -- -0.06 -- 19.23 1294 -- --
87.66 0.437 15.3 -- -- -- -- -- -0.175 -- -- -- -- --

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 42.28 wind 1 43200 > th dose independent rect. 4 2
2 42.43 wind 1 43200 < th dose independent rect. 4 2
3 42.52 wind 1 43200 < th dose dependent rect. 4 1
4 42.69 radiation 1 14400 < th dose independent rect. 18 12
5 42.75 radiation 1 14400 > th dose independent rect. 18 12
6 42.79 temperature 20 43200 > th dose dependent rect. 10 1
15 42.88 temperature 30 43200 < th dose dependent rect. 10 1
20 42.90 wind 1 43200 > th dose independent rect. 2 4
26 42.91 temperature 25 43200 < th dose independent rect. 10 1
30 42.92 temperature 25 43200 > th dose independent rect. 9 2
33 42.93 temperature 15 43200 > th dose dependent rect. 19 1
59 42.96 temperature 25 43200 < th dose independent rect. 8 6
62 42.96 temperature 30 43200 < th dose dependent rect. 19 1
83 42.98 temperature 25 43200 > th dose independent rect. 8 6
109 42.99 temperature 15 43200 > th dose dependent rect. 8 14
143 43.01 temperature 10 43200 > th dose dependent rect. 13 1
218 43.03 temperature 30 43200 < th dose dependent rect. 8 14
268 43.05 wind 1 43200 < th dose independent rect. 2 3
272 43.05 temperature 25 43200 < th dose independent rect. 9 12
275 43.05 temperature 15 43200 > th dose dependent sin 20 NA
418 43.08 temperature 25 43200 < th dose independent sin 22 NA
422 43.08 temperature 25 43200 > th dose independent rect. 9 12
427 43.08 temperature 30 43200 < th dose dependent sin 21 NA
450 43.08 temperature 30 43200 < th dose dependent rect. 13 9
544 43.10 temperature 25 43200 > th dose independent sin 23 NA
560 43.10 temperature 30 43200 < th dose dependent rect. 13 1
939 43.16 wind 3 43200 > th dose independent rect. 19 1
950 43.16 temperature 15 43200 > th dose dependent no NA NA
998 43.16 temperature 15 43200 > th dose dependent rect. 18 20