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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.

Os02g0774600

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 : 2.97 (0.0286) R2 : 0.000302
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0223 (0.0602) R2dN8 : 0.00039 R2N8 : 0.000302
σ : 0.538
deviance : 132.88
__
_____
C
peak time of C : --
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 = wind, 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
123.64 0.522 2.99 -0.329 0.0452 -0.476 0.395 1.98 -0.0584 12.7 1 10 -- --
126.97 0.529 2.98 -0.252 0.00224 -0.304 0.642 -- -0.0464 14.3 1 10 -- --
124.18 0.519 2.98 -0.292 0.0571 -0.46 -- 2.06 -0.0447 10.2 1.067 9 -- --
128.06 0.531 2.97 -0.233 0.0905 -0.278 -- -- -0.0442 7.85 1 10 -- --
124.38 0.519 2.99 -0.318 -- -0.461 -- 2.13 -0.0588 -- 1.054 9 -- --
129.91 0.534 2.98 -0.215 0.121 -- -0.629 -- -0.0515 3.99 -- -- -- --
130.66 0.535 2.97 -0.207 0.148 -- -- -- -0.0481 6.19 -- -- -- --
128.49 0.53 2.98 -0.234 -- -0.296 -- -- -0.0428 -- 1 10 -- --
129.47 0.533 2.97 -- 0.0915 -0.261 -- -- -0.0187 7.87 1 4 -- --
131.8 0.536 2.98 -0.203 -- -- -- -- -0.0448 -- -- -- -- --
131.79 0.537 2.97 -- 0.145 -- -- -- -0.025 6.26 -- -- -- --
129.92 0.533 2.97 -- -- -0.279 -- -- -0.0172 -- 1 4 -- --
132.88 0.538 2.97 -- -- -- -- -- -0.0223 -- -- -- -- --

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
1 115.00 wind 1.0 10 < th dose independent rect. 2 3
5 117.77 wind 3.0 10 < th dose dependent rect. 2 2
9 118.46 wind 1.0 10 < th dose independent rect. 4 1
10 118.46 wind 1.0 10 < th dose dependent rect. 4 1
18 118.75 precipitation 0.1 10 > th dose independent rect. 3 1
22 118.75 precipitation 0.1 10 > th dose dependent rect. 3 1
26 118.76 wind 1.0 270 < th dose dependent rect. 24 1
27 119.08 wind 1.0 10 < th dose independent rect. 2 7
50 120.01 wind 3.0 90 < th dose independent rect. 4 20
62 120.57 temperature 30.0 10 < th dose independent rect. 4 22
63 120.62 wind 5.0 90 < th dose dependent rect. 4 20
80 121.00 wind 9.0 90 < th dose dependent rect. 4 21
92 121.18 wind 9.0 90 < th dose independent rect. 3 23
96 121.21 wind 5.0 90 < th dose independent rect. 2 1
131 121.64 wind 1.0 90 > th dose independent rect. 2 1
157 121.94 temperature 10.0 90 > th dose independent rect. 2 1
159 121.94 temperature 30.0 90 < th dose independent rect. 2 1
160 121.94 humidity 50.0 90 > th dose independent rect. 2 1
163 121.94 atmosphere 995.0 90 > th dose independent rect. 2 1
164 121.94 atmosphere 1010.0 90 < th dose independent rect. 2 1
166 121.94 radiation 1.0 90 < th dose independent rect. 2 1
171 121.94 precipitation 0.1 90 < th dose independent rect. 2 1
172 121.94 temperature 10.0 90 > th dose independent rect. 3 23
173 121.94 radiation 1.0 90 < th dose dependent rect. 2 1
178 121.94 precipitation 0.1 90 < th dose dependent rect. 2 1
181 121.95 atmosphere 995.0 90 > th dose independent rect. 3 23
198 122.07 wind 1.0 10 < th dose dependent rect. 2 7
201 122.11 radiation 40.0 10 < th dose dependent rect. 10 18
207 122.14 temperature 10.0 90 > th dose dependent rect. 1 2
208 122.15 precipitation 0.1 90 < th dose independent rect. 3 23
213 122.15 precipitation 0.1 90 < th dose dependent rect. 3 23
215 122.17 wind 7.0 270 < th dose independent rect. 13 10
220 122.19 wind 1.0 10 > th dose independent rect. 13 23
223 122.22 wind 3.0 90 < th dose independent rect. 4 9
226 122.26 humidity 50.0 90 > th dose dependent rect. 2 1
229 122.29 wind 1.0 10 < th dose independent rect. 2 11
233 122.30 atmosphere 995.0 90 > th dose dependent rect. 2 1
237 122.31 atmosphere 1015.0 90 < th dose dependent rect. 2 1
283 122.46 atmosphere 1005.0 10 > th dose dependent rect. 1 3
293 122.53 temperature 20.0 10 > th dose independent rect. 2 2
321 122.58 wind 1.0 10 < th dose independent rect. 2 14
336 122.60 wind 3.0 90 < th dose independent rect. 4 15
350 122.64 wind 1.0 10 > th dose independent rect. 16 16
352 122.66 wind 1.0 10 > th dose independent sin 10 NA
355 122.66 wind 5.0 90 < th dose dependent rect. 4 9
374 122.71 wind 1.0 10 > th dose independent rect. 16 18
410 122.86 wind 1.0 10 > th dose independent rect. 13 21
420 122.88 temperature 30.0 90 < th dose dependent rect. 2 1
449 122.90 wind 1.0 90 > th dose independent rect. 3 22
465 122.91 atmosphere 995.0 10 > th dose dependent rect. 1 3
483 122.92 humidity 50.0 90 > th dose independent rect. 4 21
487 122.92 wind 9.0 270 < th dose independent rect. 1 23
502 122.95 wind 7.0 270 < th dose independent rect. 16 15
516 122.99 wind 5.0 90 < th dose dependent rect. 4 15
521 123.00 wind 9.0 270 < th dose dependent rect. 13 9
523 123.01 humidity 50.0 10 > th dose dependent rect. 1 3
526 123.03 wind 9.0 1440 < th dose independent rect. 2 3
527 123.03 temperature 10.0 1440 > th dose independent rect. 2 3
530 123.03 temperature 30.0 1440 < th dose independent rect. 2 3
534 123.03 humidity 50.0 1440 > th dose independent rect. 2 3
543 123.03 atmosphere 995.0 1440 > th dose independent rect. 2 3
544 123.03 radiation 20.0 1440 < th dose independent rect. 2 3
557 123.03 temperature 10.0 1440 > th dose independent rect. 5 21
590 123.05 atmosphere 1015.0 90 < th dose dependent rect. 1 3
597 123.07 radiation 40.0 30 < th dose dependent rect. 12 1
602 123.08 radiation 40.0 90 < th dose independent rect. 11 17
630 123.18 radiation 20.0 10 < th dose independent rect. 10 18
651 123.23 temperature 30.0 10 < th dose independent rect. 4 11
652 123.23 atmosphere 1015.0 270 < th dose independent rect. 23 14
666 123.30 atmosphere 1000.0 270 > th dose independent rect. 23 14
698 123.36 wind 1.0 10 > th dose independent rect. 3 23
742 123.41 wind 9.0 90 < th dose dependent rect. 4 15
819 123.50 precipitation 0.1 270 < th dose independent rect. 13 10
827 123.50 precipitation 0.1 270 < th dose dependent rect. 13 10
829 123.51 wind 1.0 10 < th dose independent sin 8 NA
837 123.52 temperature 10.0 270 > th dose independent rect. 13 10
838 123.52 temperature 10.0 270 > th dose independent rect. 23 14
876 123.55 precipitation 0.1 270 < th dose independent rect. 23 14
878 123.55 atmosphere 1010.0 10 < th dose dependent rect. 2 1
885 123.55 precipitation 0.1 270 < th dose dependent rect. 23 14
930 123.57 atmosphere 995.0 270 > th dose independent rect. 13 10
936 123.58 radiation 40.0 270 < th dose independent rect. 8 19
966 123.62 humidity 50.0 720 > th dose independent rect. 15 22
976 123.65 humidity 80.0 90 > th dose independent rect. 11 1
994 123.68 wind 1.0 10 > th dose independent rect. 22 12