FiT-DB / Search/ Help/ Sample detail


Os08g0110200

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

Description : Similar to Fertility restorer.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.9 (0.0262) R2 : 0.333
β1 : 1.21 (0.1) R2dD : 0.257 R2D : 0.121
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.31 (0.121) R2dE : 0.227 R2E : 0.0826
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.077 (0.0608) R2dN8 : 0.00392 R2N8 : -0.0272
σ : 0.477
deviance : 104.92
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 25.9
memory length : 1018
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
95.53 0.459 11.9 1 0.0736 1.44 -1.38 0.986 0.0308 20.6 24.8 886 -- --
96.66 0.458 11.9 1.18 0.0669 1.36 -1.56 -- 0.0766 20.8 25 899 -- --
100.9 0.468 11.9 0.904 0.104 1.46 -- 1.69 -0.00634 18.8 24.81 843 -- --
104.68 0.477 11.9 1.22 0.0777 1.31 -- -- 0.0792 19.4 25.87 955 -- --
101.41 0.469 11.9 0.919 -- 1.47 -- 1.66 -0.00321 -- 24.7 872 -- --
123.36 0.521 12 0.774 0.114 -- 1.45 -- -0.217 9.38 -- -- -- --
129.75 0.533 12 0.833 0.177 -- -- -- -0.211 13.2 -- -- -- --
104.92 0.477 11.9 1.21 -- 1.31 -- -- 0.077 -- 25.9 1018 -- --
134.57 0.543 11.9 -- 0.475 0.976 -- -- -0.156 13.8 31.02 120 -- --
131.68 0.536 12 0.826 -- -- -- -- -0.214 -- -- -- -- --
148.04 0.569 12 -- 0.163 -- -- -- -0.304 13 -- -- -- --
138.63 0.548 11.9 -- -- 0.796 -- -- -0.144 -- 25.6 915 -- --
149.69 0.571 12 -- -- -- -- -- -0.306 -- -- -- -- --

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 84.29 temperature 15.0 90 > th dose dependent sin 5 NA
38 88.58 temperature 20.0 270 > th dose dependent rect. 19 16
45 89.31 temperature 30.0 270 < th dose dependent rect. 23 20
50 89.53 temperature 15.0 270 > th dose dependent rect. 17 21
57 90.15 temperature 30.0 270 < th dose dependent rect. 24 17
67 90.63 temperature 20.0 270 > th dose dependent rect. 18 19
73 90.99 temperature 25.0 4320 < th dose independent rect. 20 1
94 91.37 temperature 30.0 14400 > th dose dependent rect. 8 1
117 91.81 temperature 25.0 4320 > th dose independent rect. 20 1
121 91.94 temperature 30.0 270 < th dose dependent sin 6 NA
128 92.19 temperature 30.0 90 < th dose dependent sin 4 NA
135 92.35 radiation 1.0 43200 < th dose dependent rect. 20 5
139 92.45 radiation 1.0 43200 < th dose dependent rect. 20 7
167 93.09 temperature 25.0 4320 < th dose independent rect. 19 6
175 93.29 temperature 30.0 14400 > th dose independent rect. 8 1
195 93.41 radiation 20.0 4320 < th dose independent rect. 15 16
199 93.54 temperature 25.0 4320 > th dose independent rect. 19 6
207 93.64 radiation 1.0 43200 < th dose dependent rect. 24 3
223 93.89 wind 9.0 43200 > th dose dependent rect. 17 14
224 93.89 temperature 10.0 270 > th dose dependent rect. 4 22
229 93.95 radiation 20.0 4320 < th dose independent rect. 15 7
230 93.96 radiation 20.0 4320 < th dose independent rect. 15 5
232 93.96 radiation 20.0 4320 < th dose independent rect. 15 9
242 94.05 temperature 30.0 14400 < th dose independent rect. 3 6
259 94.17 temperature 30.0 14400 < th dose independent rect. 6 3
260 94.17 temperature 30.0 14400 < th dose independent rect. 1 8
266 94.26 temperature 30.0 4320 < th dose dependent rect. 21 1
270 94.29 temperature 10.0 4320 > th dose dependent rect. 21 1
283 94.43 radiation 1.0 43200 < th dose dependent rect. 24 1
286 94.44 temperature 30.0 14400 < th dose independent rect. 19 14
292 94.49 radiation 10.0 4320 > th dose dependent rect. 16 1
294 94.50 temperature 30.0 14400 < th dose independent rect. 23 10
304 94.56 temperature 30.0 4320 < th dose dependent rect. 17 7
317 94.63 temperature 30.0 4320 < th dose dependent rect. 17 5
321 94.65 radiation 10.0 4320 > th dose dependent rect. 16 15
325 94.70 temperature 10.0 4320 > th dose dependent rect. 20 4
328 94.71 temperature 30.0 4320 < th dose dependent rect. 20 4
340 94.76 temperature 10.0 4320 > th dose dependent rect. 18 7
386 94.90 temperature 30.0 4320 < th dose dependent rect. 17 1
433 95.00 wind 9.0 43200 < th dose independent rect. 20 1
476 95.14 wind 9.0 43200 > th dose independent rect. 20 1
479 95.14 temperature 30.0 4320 < th dose dependent rect. 23 1
501 95.20 wind 9.0 43200 > th dose dependent rect. 17 7
503 95.21 temperature 10.0 4320 > th dose dependent rect. 23 1
551 95.33 temperature 20.0 4320 > th dose dependent rect. 23 1
579 95.43 temperature 30.0 4320 > th dose independent rect. 11 1
594 95.48 wind 9.0 43200 > th dose dependent rect. 20 1
614 95.52 precipitation 0.1 43200 > th dose dependent rect. 20 1
617 95.52 wind 9.0 43200 > th dose dependent rect. 20 9
657 95.66 radiation 20.0 4320 > th dose independent rect. 15 2
671 95.66 wind 9.0 43200 > th dose dependent rect. 20 4
697 95.72 temperature 30.0 4320 < th dose independent rect. 11 1
714 95.78 temperature 10.0 4320 > th dose dependent sin 15 NA
715 95.78 wind 9.0 43200 > th dose dependent rect. 17 4
722 95.79 temperature 30.0 4320 < th dose dependent sin 15 NA
847 96.00 temperature 30.0 720 < th dose dependent rect. 19 17
855 96.01 temperature 25.0 720 < th dose dependent rect. 17 19
948 96.17 wind 9.0 43200 > th dose independent rect. 18 13
960 96.18 temperature 15.0 10 > th dose dependent rect. 23 23
994 96.24 wind 9.0 43200 > th dose independent rect. 18 11