FiT-DB / Search/ Help/ Sample detail


Os06g0288100

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

Description : Similar to Receptor-like protein kinase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.6 (0.0247) R2 : 0.649
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.35 (0.0933) R2dE : 0.53 R2E : 0.599
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.368 (0.0536) R2dN8 : 0.0507 R2N8 : 0.119
σ : 0.459
deviance : 97.25
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 18.62
memory length : 9526
response mode : > th
dose dependency : dose independent
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 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
93.27 0.454 13.6 0.425 0.259 1.48 0.15 -1.49 0.408 22.9 20 3830 -- --
93.41 0.45 13.6 0.296 0.282 2.14 0.122 -- 0.421 22.3 19 7240 -- --
93.36 0.45 13.6 0.42 0.259 1.48 -- -1.48 0.407 23 20.02 3824 -- --
91.52 0.446 13.6 0.283 0.277 2.22 -- -- 0.437 23.2 18.7 8010 -- --
97.46 0.46 13.6 0.423 -- 1.5 -- -1.48 0.405 -- 20 3762 -- --
150.75 0.576 13.5 1.69 0.326 -- 0.052 -- 0.927 23.4 -- -- -- --
150.77 0.575 13.5 1.68 0.325 -- -- -- 0.927 23.4 -- -- -- --
96.43 0.457 13.6 0.218 -- 2.25 -- -- 0.406 -- 18.88 8015 -- --
92.42 0.448 13.6 -- 0.288 2.3 -- -- 0.368 23 18.66 9829 -- --
157.4 0.586 13.5 1.69 -- -- -- -- 0.93 -- -- -- -- --
225.6 0.703 13.5 -- 0.344 -- -- -- 0.739 23.7 -- -- -- --
97.25 0.459 13.6 -- -- 2.35 -- -- 0.368 -- 18.62 9526 -- --
233.06 0.713 13.5 -- -- -- -- -- 0.742 -- -- -- -- --

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 88.96 radiation 1 14400 > th dose independent rect. 18 22
3 89.22 radiation 1 14400 > th dose independent rect. 6 10
5 89.28 radiation 1 14400 < th dose independent rect. 6 10
7 89.34 humidity 90 14400 > th dose dependent rect. 5 2
9 89.55 radiation 1 14400 < th dose independent rect. 18 22
12 89.78 radiation 1 43200 > th dose independent rect. 18 11
15 89.92 radiation 1 14400 < th dose independent rect. 4 12
19 89.93 radiation 1 14400 < th dose independent rect. 23 17
22 89.94 radiation 1 14400 > th dose independent rect. 4 12
92 90.38 radiation 1 14400 > th dose independent sin 4 NA
93 90.40 radiation 1 14400 < th dose independent sin 4 NA
130 90.77 radiation 1 14400 < th dose dependent rect. 5 11
131 90.79 radiation 1 43200 < th dose independent rect. 18 11
177 90.92 atmosphere 1015 43200 < th dose independent rect. 3 5
181 90.98 radiation 1 14400 < th dose dependent rect. 19 21
183 90.99 radiation 1 14400 < th dose dependent rect. 23 17
190 91.03 atmosphere 1010 43200 > th dose dependent rect. 20 1
191 91.04 atmosphere 1015 43200 > th dose independent rect. 3 5
195 91.05 radiation 1 14400 < th dose dependent rect. 3 13
196 91.06 atmosphere 1015 43200 > th dose independent rect. 5 1
199 91.08 atmosphere 1015 43200 > th dose independent rect. 4 3
205 91.09 atmosphere 1010 43200 > th dose dependent rect. 16 8
206 91.10 atmosphere 1015 43200 < th dose independent rect. 5 1
221 91.14 atmosphere 1010 43200 > th dose dependent rect. 23 1
243 91.18 radiation 1 14400 < th dose dependent rect. 5 8
263 91.22 atmosphere 1010 43200 > th dose dependent sin 15 NA
294 91.24 atmosphere 1010 43200 > th dose dependent rect. 13 17
377 91.32 radiation 1 14400 < th dose dependent sin 4 NA
406 91.34 atmosphere 1010 43200 > th dose dependent rect. 5 19
445 91.36 atmosphere 1010 43200 > th dose dependent no NA NA
471 91.37 atmosphere 1010 43200 > th dose dependent rect. 5 1
483 91.37 atmosphere 1010 43200 > th dose dependent rect. 19 22
506 91.38 atmosphere 1010 43200 > th dose dependent rect. 22 23
526 91.40 wind 3 43200 < th dose dependent rect. 21 3
641 91.49 radiation 1 14400 > th dose independent rect. 6 2
673 91.52 radiation 1 14400 < th dose independent rect. 6 2
695 91.54 radiation 1 14400 > th dose independent rect. 6 23
728 91.57 atmosphere 1015 43200 < th dose independent rect. 3 13
741 91.58 humidity 60 43200 < th dose independent rect. 21 12
751 91.59 humidity 60 43200 < th dose independent rect. 7 2
777 91.60 atmosphere 1010 43200 > th dose dependent rect. 13 1
788 91.60 humidity 90 14400 > th dose dependent rect. 1 15
852 91.65 atmosphere 1015 43200 > th dose independent rect. 3 14
910 91.69 humidity 60 43200 < th dose dependent rect. 19 16
934 91.73 atmosphere 1015 43200 < th dose independent sin 4 NA
968 91.76 radiation 1 43200 > th dose independent rect. 18 1
980 91.76 atmosphere 1010 43200 > th dose dependent rect. 11 3
990 91.77 atmosphere 1010 43200 > th dose dependent rect. 11 1
994 91.77 humidity 70 43200 < th dose dependent rect. 21 12