FiT-DB / Search/ Help/ Sample detail


Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os06g0252800

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

Description : Similar to STF-1 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.02 (0.0379) R2 : 0.138
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 4.9 (0.575) R2dE : 0.139 R2E : 0.138
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0259 (0.0801) R2dN8 : 0.000259 R2N8 : -0.00097
σ : 0.711
deviance : 232.85
__
_____
C
peak time of C : --
E
wheather : wind
threshold : 0.7216
memory length : 69
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 2.03
open length of G : 1.11

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
223.8 0.703 2.99 -0.0798 0.173 2.17 0.147 -21.5 0.0355 5.36 0.5001 133 2.07 1.07
237.65 0.718 3.02 0.0459 0.0943 2.97 -0.209 -- 0.004 5.49 0.6444 61 2.03 1.12
223.67 0.697 2.99 -0.0696 0.18 2.17 -- -21.5 0.037 5.44 0.483 127 2.02 1.09
234.45 0.713 3.04 0.0737 0.114 3.91 -- -- 0.0171 6.37 0.6749 61 2.02 1.1
225.27 0.699 2.99 -0.0651 -- 2.26 -- -21.5 0.0388 -- 0.4739 126 2.02 1.08
266.54 0.765 3 4.64e-05 0.256 -- -0.172 -- 0.0435 5.01 -- -- -- --
266.62 0.765 3 0.000294 0.254 -- -- -- 0.0443 4.95 -- -- -- --
232.98 0.711 3.02 0.0481 -- 4.63 -- -- -0.0383 -- 0.7244 69 2.03 1.11
231.93 0.709 3.01 -- 0.135 4.81 -- -- -0.0277 6.7 0.7077 69 2.02 1.12
270.02 0.768 3 0.00959 -- -- -- -- 0.0508 -- -- -- -- --
266.62 0.764 3 -- 0.254 -- -- -- 0.0443 4.95 -- -- -- --
232.85 0.711 3.02 -- -- 4.9 -- -- -0.0259 -- 0.7216 69 2.03 1.11
270.02 0.767 3 -- -- -- -- -- 0.0498 -- -- -- -- --

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
1 234.09 wind 1.0 90 < th dose independent rect. 2 1
2 240.99 wind 1.0 90 < th dose dependent rect. 2 1
5 247.87 wind 7.0 1440 > th dose dependent rect. 4 1
8 247.88 wind 7.0 1440 > th dose independent rect. 4 1
28 255.03 wind 7.0 90 > th dose dependent rect. 23 3
29 255.05 wind 7.0 90 > th dose independent rect. 23 3
32 255.10 wind 5.0 90 > th dose independent rect. 1 1
36 255.10 wind 5.0 90 > th dose dependent rect. 1 1
40 255.12 wind 3.0 10 > th dose dependent rect. 2 1
50 255.17 wind 7.0 90 > th dose independent rect. 23 6
66 255.22 precipitation 0.1 270 > th dose independent rect. 22 1
68 255.22 precipitation 0.1 270 > th dose dependent rect. 22 1
78 255.59 wind 3.0 10 > th dose independent rect. 2 1
80 255.61 wind 3.0 10 > th dose dependent rect. 1 6
101 255.88 wind 1.0 270 < th dose dependent rect. 9 19
104 255.92 wind 1.0 90 < th dose dependent rect. 14 14
130 256.28 wind 3.0 10 > th dose dependent rect. 1 3
203 257.18 radiation 10.0 10 < th dose dependent rect. 6 3
223 257.61 wind 1.0 270 < th dose independent rect. 16 11
229 257.65 wind 1.0 270 < th dose independent rect. 18 9
233 257.73 wind 3.0 10 > th dose independent rect. 1 5
236 257.74 wind 1.0 270 < th dose independent rect. 9 18
252 257.85 temperature 20.0 10 > th dose dependent rect. 3 1
278 258.09 wind 1.0 90 < th dose dependent rect. 5 23
309 258.41 wind 5.0 10 > th dose independent rect. 7 2
315 258.42 wind 5.0 10 > th dose dependent rect. 7 1
323 258.44 precipitation 0.1 90 > th dose independent rect. 7 1
329 258.44 precipitation 0.1 90 > th dose dependent rect. 7 1
366 258.68 wind 1.0 270 < th dose dependent sin 15 NA
424 259.05 radiation 10.0 10 > th dose independent rect. 6 1
451 259.05 radiation 10.0 10 > th dose dependent rect. 6 1
488 259.14 atmosphere 1005.0 90 < th dose independent rect. 24 3
493 259.17 atmosphere 1005.0 10 < th dose independent rect. 1 1
515 259.31 atmosphere 1005.0 10 < th dose independent rect. 1 10
519 259.33 atmosphere 1005.0 720 < th dose independent rect. 24 1
530 259.37 precipitation 0.1 270 > th dose independent rect. 22 5
531 259.37 precipitation 0.1 270 > th dose dependent rect. 22 5
532 259.37 wind 5.0 1440 > th dose dependent rect. 24 10
542 259.43 wind 3.0 270 > th dose independent rect. 3 4
581 259.60 precipitation 0.1 270 > th dose independent rect. 24 1
584 259.60 precipitation 0.1 270 > th dose dependent rect. 24 1
615 259.70 wind 7.0 1440 > th dose independent rect. 24 9
637 259.76 wind 1.0 90 < th dose independent rect. 2 9
646 259.79 wind 7.0 720 > th dose independent rect. 20 13
671 259.90 atmosphere 1005.0 90 < th dose dependent rect. 24 3
687 259.94 wind 9.0 4320 > th dose dependent rect. 13 1
708 259.98 atmosphere 1005.0 90 < th dose dependent rect. 24 1
714 260.00 atmosphere 1005.0 10 < th dose independent rect. 1 13
722 260.01 wind 7.0 1440 < th dose independent rect. 24 9
777 260.14 radiation 10.0 10 < th dose dependent rect. 6 6
783 260.17 temperature 20.0 10 > th dose independent rect. 2 2
787 260.18 wind 1.0 90 < th dose independent rect. 2 21
797 260.22 wind 7.0 14400 > th dose dependent rect. 24 2
830 260.34 wind 5.0 90 > th dose dependent sin 11 NA
838 260.35 wind 1.0 90 < th dose dependent rect. 2 21
842 260.36 wind 7.0 1440 < th dose independent rect. 21 13
849 260.37 wind 9.0 14400 < th dose independent rect. 1 2
852 260.37 wind 1.0 90 > th dose independent rect. 7 23
853 260.38 atmosphere 1005.0 90 < th dose independent rect. 24 7
859 260.38 atmosphere 1005.0 30 > th dose independent rect. 6 22
880 260.42 wind 1.0 90 < th dose dependent rect. 2 15
881 260.43 wind 7.0 14400 > th dose independent rect. 24 3
912 260.47 atmosphere 1005.0 10 > th dose independent rect. 2 2
917 260.47 atmosphere 1010.0 10 < th dose dependent rect. 2 1
921 260.48 wind 1.0 90 < th dose independent rect. 2 15
932 260.50 atmosphere 1005.0 10 < th dose independent rect. 1 5
940 260.52 atmosphere 1005.0 90 < th dose independent rect. 24 5