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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.

Os05g0552900

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

Description : MAP65/ASE1 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.18 (0.0178) R2 : 0.00871
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0752 (0.0376) R2dN8 : 0.0112 R2N8 : 0.00871
σ : 0.336
deviance : 51.86
__
_____
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 = 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
48.98 0.329 3.16 0.0916 0.116 0.204 0.0235 -0.301 -0.0315 7.06 19.7 268 -- --
49.22 0.327 3.16 0.0608 0.11 0.255 -0.0501 -- -0.0381 6.91 19.75 267 -- --
48.98 0.326 3.16 0.0914 0.116 0.205 -- -0.296 -0.0317 7.01 19.73 267 -- --
49.23 0.327 3.16 0.0568 0.11 0.253 -- -- -0.0388 7.09 19.79 267 -- --
49.68 0.328 3.16 0.0925 -- 0.224 -- -0.256 -0.0274 -- 19.7 267 -- --
50.9 0.334 3.17 -0.026 0.134 -- -0.101 -- -0.0812 6.01 -- -- -- --
50.91 0.334 3.17 -0.0266 0.134 -- -- -- -0.0807 6.29 -- -- -- --
49.86 0.329 3.17 0.0741 -- 0.278 -- -- -0.0293 -- 19.7 301 -- --
49.31 0.327 3.17 -- 0.112 0.236 -- -- -0.0473 7 19.77 267 -- --
51.84 0.336 3.18 -0.023 -- -- -- -- -0.0778 -- -- -- -- --
50.93 0.334 3.17 -- 0.133 -- -- -- -0.0777 6.3 -- -- -- --
49.96 0.329 3.17 -- -- 0.249 -- -- -0.0434 -- 19.7 274 -- --
51.86 0.336 3.18 -- -- -- -- -- -0.0752 -- -- -- -- --

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 47.18 wind 1.0 10 < th dose dependent rect. 2 1
3 47.34 atmosphere 1010.0 30 < th dose dependent rect. 2 1
4 47.35 wind 1.0 10 < th dose independent rect. 2 1
5 47.35 atmosphere 995.0 10 > th dose independent rect. 3 23
10 47.38 humidity 90.0 10 > th dose dependent rect. 2 1
14 47.39 temperature 30.0 10 < th dose dependent rect. 2 1
15 47.40 wind 5.0 10 < th dose independent rect. 2 1
17 47.40 atmosphere 1005.0 90 > th dose dependent rect. 2 1
18 47.41 temperature 25.0 10 < th dose independent rect. 2 1
19 47.41 humidity 90.0 10 > th dose independent rect. 2 1
22 47.42 humidity 60.0 10 > th dose dependent rect. 2 1
28 47.44 temperature 10.0 10 > th dose independent rect. 2 1
31 47.44 humidity 50.0 10 > th dose independent rect. 2 1
34 47.44 atmosphere 995.0 10 > th dose independent rect. 2 1
35 47.44 atmosphere 1010.0 10 < th dose independent rect. 2 1
37 47.44 radiation 1.0 10 < th dose independent rect. 2 1
42 47.44 precipitation 0.1 10 < th dose independent rect. 2 1
43 47.44 temperature 10.0 10 > th dose independent rect. 3 23
45 47.44 radiation 1.0 10 < th dose dependent rect. 2 1
50 47.44 precipitation 0.1 10 < th dose dependent rect. 2 1
60 47.47 temperature 10.0 10 > th dose dependent rect. 2 1
80 47.48 temperature 20.0 30 > th dose independent rect. 3 23
92 47.49 temperature 10.0 30 > th dose dependent rect. 3 23
94 47.50 atmosphere 1005.0 10 > th dose dependent rect. 2 1
97 47.51 atmosphere 995.0 10 > th dose dependent rect. 2 1
108 47.54 wind 1.0 30 > th dose independent rect. 2 1
117 47.64 precipitation 0.1 10 < th dose independent rect. 3 23
118 47.64 precipitation 0.1 10 < th dose dependent rect. 3 23
122 47.74 wind 9.0 30 < th dose independent rect. 3 23
131 47.86 radiation 1.0 43200 < th dose dependent rect. 3 1
138 47.98 atmosphere 1015.0 30 < th dose independent rect. 3 23
153 48.07 wind 9.0 1440 < th dose independent rect. 3 1
154 48.07 temperature 10.0 1440 > th dose independent rect. 3 1
157 48.07 temperature 30.0 1440 < th dose independent rect. 3 1
161 48.07 humidity 50.0 1440 > th dose independent rect. 3 1
170 48.07 atmosphere 995.0 1440 > th dose independent rect. 3 1
171 48.07 radiation 1.0 1440 < th dose independent rect. 3 1
191 48.07 temperature 10.0 1440 > th dose independent rect. 4 23
207 48.13 radiation 1.0 10 < th dose dependent rect. 5 3
211 48.14 radiation 1.0 10 < th dose dependent rect. 5 1
228 48.35 wind 1.0 10 < th dose independent rect. 14 13
230 48.37 wind 1.0 10 < th dose independent rect. 21 6
236 48.37 humidity 50.0 30 > th dose independent rect. 3 23
250 48.49 temperature 30.0 90 > th dose dependent rect. 10 1
252 48.54 precipitation 0.1 270 > th dose independent rect. 24 2
253 48.54 precipitation 0.1 270 > th dose dependent rect. 24 2
258 48.58 humidity 90.0 90 > th dose independent rect. 16 1
259 48.58 humidity 90.0 90 > th dose dependent rect. 16 1
268 48.61 humidity 90.0 10 > th dose independent rect. 24 3
275 48.63 temperature 20.0 90 < th dose independent rect. 23 19
279 48.65 temperature 20.0 90 < th dose dependent rect. 16 2
281 48.66 temperature 20.0 90 < th dose independent rect. 16 2
290 48.68 temperature 20.0 270 < th dose dependent rect. 2 1
297 48.69 wind 1.0 10 < th dose independent rect. 7 20
309 48.72 temperature 20.0 270 < th dose independent rect. 11 19
314 48.73 temperature 20.0 270 < th dose dependent rect. 1 3
321 48.75 radiation 1.0 10 < th dose independent rect. 2 12
323 48.75 temperature 20.0 270 < th dose independent rect. 13 17
330 48.77 radiation 1.0 10 < th dose independent rect. 2 6
334 48.77 radiation 1.0 30 < th dose dependent sin 2 NA
335 48.77 radiation 1.0 10 < th dose dependent rect. 2 12
337 48.78 humidity 90.0 90 < th dose independent rect. 2 1
338 48.78 humidity 80.0 14400 < th dose independent rect. 13 1
342 48.78 radiation 1.0 10 < th dose dependent rect. 2 6
349 48.79 humidity 80.0 14400 > th dose independent rect. 10 4
363 48.80 humidity 80.0 14400 > th dose independent rect. 12 2
365 48.80 humidity 80.0 14400 > th dose independent rect. 8 7
366 48.80 temperature 20.0 30 < th dose independent rect. 17 14
373 48.80 radiation 40.0 10 < th dose independent rect. 3 23
397 48.81 wind 9.0 43200 < th dose dependent rect. 5 1
398 48.81 humidity 70.0 14400 > th dose dependent rect. 11 2
400 48.81 precipitation 0.1 14400 > th dose dependent rect. 5 5
407 48.82 precipitation 0.1 14400 > th dose independent rect. 5 5
408 48.82 precipitation 0.1 14400 < th dose independent rect. 5 5
421 48.82 wind 1.0 43200 > th dose dependent rect. 5 1
428 48.82 precipitation 0.1 14400 < th dose dependent rect. 5 5
445 48.84 humidity 90.0 4320 > th dose independent rect. 16 1
450 48.84 temperature 20.0 270 < th dose independent rect. 23 7
456 48.84 humidity 90.0 90 > th dose dependent rect. 13 5
465 48.85 temperature 20.0 10 < th dose independent rect. 23 20
548 48.89 temperature 20.0 10 < th dose dependent rect. 24 7
584 48.92 wind 9.0 43200 < th dose independent rect. 4 1
630 48.94 temperature 20.0 90 < th dose independent rect. 16 19
633 48.94 temperature 20.0 30 > th dose independent rect. 23 23
641 48.94 temperature 20.0 10 < th dose dependent rect. 4 4
646 48.94 radiation 1.0 30 < th dose dependent rect. 2 16
649 48.95 wind 5.0 14400 < th dose independent rect. 5 1
650 48.95 wind 7.0 14400 < th dose independent rect. 9 1
659 48.95 temperature 20.0 10 < th dose dependent rect. 4 2
673 48.96 precipitation 0.1 14400 > th dose independent rect. 1 9
684 48.96 temperature 20.0 270 > th dose independent rect. 23 23
692 48.96 radiation 1.0 90 < th dose dependent rect. 4 23
710 48.97 temperature 20.0 90 < th dose dependent rect. 12 6
717 48.98 wind 5.0 14400 > th dose independent rect. 5 1
719 48.98 temperature 15.0 4320 > th dose independent rect. 6 2
726 48.98 precipitation 0.1 14400 < th dose independent rect. 1 9
747 48.98 precipitation 0.1 14400 < th dose dependent rect. 1 9
799 49.00 humidity 60.0 43200 > th dose independent rect. 4 3
801 49.00 precipitation 0.1 14400 < th dose independent rect. 7 4
809 49.00 temperature 20.0 4320 > th dose independent rect. 11 12
822 49.00 temperature 20.0 270 > th dose independent rect. 12 23
831 49.00 precipitation 0.1 14400 < th dose dependent rect. 7 4
839 49.00 radiation 1.0 30 < th dose dependent rect. 1 23
841 49.01 humidity 90.0 4320 < th dose independent rect. 16 1
843 49.01 wind 9.0 4320 < th dose independent rect. 8 4
846 49.01 temperature 20.0 4320 > th dose independent rect. 13 6
847 49.01 temperature 20.0 720 > th dose independent rect. 18 6
873 49.02 wind 9.0 4320 < th dose independent rect. 11 1
875 49.02 precipitation 0.1 14400 < th dose independent rect. 7 1
886 49.02 temperature 20.0 4320 < th dose independent rect. 11 12
896 49.02 temperature 20.0 270 > th dose independent rect. 10 23
900 49.02 precipitation 0.1 14400 < th dose dependent rect. 7 1
902 49.02 temperature 20.0 10 < th dose dependent rect. 6 2
916 49.03 temperature 20.0 4320 > th dose independent sin 20 NA
917 49.03 temperature 20.0 10 < th dose independent sin 6 NA
918 49.03 wind 9.0 4320 > th dose independent rect. 11 1
920 49.03 precipitation 0.1 14400 > th dose independent rect. 9 1
922 49.03 precipitation 0.1 14400 < th dose independent rect. 9 2
927 49.03 temperature 20.0 10 < th dose independent rect. 24 8
952 49.03 precipitation 0.1 14400 > th dose dependent rect. 9 1
954 49.03 precipitation 0.1 14400 < th dose dependent rect. 9 2
965 49.04 temperature 20.0 4320 < th dose independent sin 20 NA
968 49.04 radiation 1.0 10 < th dose independent rect. 5 1
969 49.04 precipitation 0.1 14400 > th dose independent rect. 7 1
971 49.04 temperature 20.0 270 < th dose independent rect. 1 3
972 49.04 temperature 20.0 4320 < th dose independent rect. 13 6
976 49.04 humidity 60.0 43200 > th dose independent rect. 24 10
990 49.04 temperature 20.0 30 > th dose independent rect. 3 16
995 49.04 temperature 20.0 270 > th dose independent rect. 8 23
996 49.04 temperature 20.0 270 > th dose independent rect. 20 23