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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.

Os03g0679100

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

Description : Vacuolar protein sorting-associated protein 26 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.53 (0.0261) R2 : 0.264
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.632 (0.0633) R2dC : 0.167 R2C : 0.11
β3 : 1.13 (0.118) R2dE : 0.157 R2E : 0.0925
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0951 (0.0556) R2dN8 : 0.00631 R2N8 : -0.00509
σ : 0.488
deviance : 109.93
__
_____
C
peak time of C : 22.8
E
wheather : humidity
threshold : -21.21
memory length : 2705
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 = humidity, 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
106.84 0.486 3.53 0.00748 0.617 1 -0.561 1 0.0814 22.9 -38.54 2716 -- --
107.81 0.484 3.52 0.11 0.625 1.12 -0.632 -- 0.105 22.9 -18.67 2705 -- --
107.95 0.484 3.54 0.00444 0.671 1.02 -- 1.32 0.0694 22.8 -33.98 2603 -- --
109.44 0.487 3.52 0.137 0.631 1.13 -- -- 0.11 22.8 -18.14 2705 -- --
127.38 0.526 3.51 0.077 -- 1.05 -- 0.669 0.116 -- -15.56 2981 -- --
129.39 0.533 3.54 0.106 0.528 -- -0.695 -- 0.0164 22.6 -- -- -- --
131.28 0.537 3.54 0.135 0.536 -- -- -- 0.0195 22.3 -- -- -- --
127.86 0.527 3.5 0.139 -- 1.12 -- -- 0.135 -- -14.46 2987 -- --
109.93 0.488 3.53 -- 0.632 1.13 -- -- 0.0951 22.8 -21.21 2705 -- --
148.75 0.57 3.53 0.143 -- -- -- -- 0.0208 -- -- -- -- --
131.76 0.537 3.55 -- 0.537 -- -- -- 0.00442 22.3 -- -- -- --
128.37 0.528 3.51 -- -- 1.12 -- -- 0.12 -- -10.32 2990 -- --
149.29 0.57 3.53 -- -- -- -- -- 0.00492 -- -- -- -- --

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
1 102.38 humidity 90.0 1440 > th dose dependent rect. 7 8
3 102.53 precipitation 0.1 4320 < th dose independent rect. 4 3
4 102.53 precipitation 0.1 4320 < th dose dependent rect. 4 3
5 102.61 humidity 90.0 1440 > th dose dependent rect. 7 2
6 102.63 humidity 90.0 1440 > th dose dependent rect. 7 5
17 103.24 precipitation 0.1 4320 > th dose dependent rect. 4 3
18 103.42 precipitation 0.1 4320 > th dose independent rect. 4 3
28 104.33 radiation 1.0 4320 < th dose independent rect. 7 3
29 104.38 radiation 1.0 4320 > th dose independent rect. 7 3
31 104.47 humidity 80.0 14400 > th dose independent rect. 10 1
33 104.52 humidity 80.0 14400 > th dose dependent rect. 9 1
44 105.00 humidity 80.0 14400 < th dose independent rect. 10 1
48 105.05 humidity 90.0 14400 > th dose independent rect. 19 2
49 105.07 radiation 1.0 4320 < th dose dependent rect. 7 3
56 105.28 humidity 90.0 14400 > th dose dependent rect. 20 1
64 105.39 radiation 1.0 4320 < th dose dependent rect. 7 1
67 105.50 precipitation 0.1 1440 < th dose independent rect. 5 6
68 105.50 precipitation 0.1 1440 < th dose dependent rect. 5 6
78 105.70 humidity 80.0 14400 > th dose independent rect. 8 7
85 105.79 humidity 80.0 14400 > th dose independent rect. 9 5
90 105.85 precipitation 0.1 4320 < th dose independent rect. 3 14
92 105.85 precipitation 0.1 4320 < th dose dependent rect. 3 14
94 105.90 precipitation 0.1 1440 > th dose independent rect. 5 8
100 105.93 precipitation 0.1 4320 > th dose independent rect. 3 14
103 105.95 precipitation 0.1 1440 > th dose independent rect. 5 6
105 105.97 humidity 80.0 14400 > th dose dependent rect. 8 6
107 105.99 precipitation 0.1 4320 > th dose dependent rect. 3 14
108 106.01 wind 1.0 1440 > th dose independent rect. 12 7
109 106.03 wind 1.0 1440 < th dose independent rect. 9 10
132 106.24 wind 3.0 43200 < th dose independent rect. 5 2
136 106.25 wind 1.0 1440 > th dose independent rect. 10 9
139 106.28 humidity 80.0 14400 > th dose dependent rect. 8 11
145 106.34 humidity 80.0 14400 < th dose independent rect. 9 6
147 106.35 wind 3.0 43200 > th dose independent rect. 5 2
161 106.40 wind 1.0 1440 < th dose independent rect. 12 7
169 106.47 humidity 90.0 14400 > th dose independent rect. 7 16
180 106.50 precipitation 0.1 1440 > th dose dependent rect. 5 8
200 106.60 precipitation 0.1 4320 > th dose dependent rect. 1 16
225 106.71 humidity 90.0 14400 > th dose independent rect. 7 1
243 106.81 wind 1.0 4320 > th dose independent rect. 17 2
246 106.82 humidity 90.0 14400 < th dose independent rect. 7 1
251 106.84 humidity 90.0 14400 < th dose independent rect. 19 2
257 106.86 precipitation 0.1 4320 > th dose dependent rect. 16 1
260 106.89 humidity 90.0 14400 < th dose independent rect. 7 3
277 106.96 precipitation 0.1 14400 > th dose independent rect. 19 1
286 107.02 wind 3.0 14400 < th dose independent rect. 3 1
291 107.05 precipitation 0.1 14400 > th dose dependent rect. 19 1
318 107.13 precipitation 0.1 4320 < th dose independent rect. 1 19
319 107.13 precipitation 0.1 4320 < th dose dependent rect. 1 19
320 107.14 precipitation 0.1 14400 < th dose independent rect. 19 1
324 107.14 precipitation 0.1 14400 < th dose dependent rect. 19 1
325 107.15 wind 3.0 14400 > th dose independent rect. 3 1
339 107.19 precipitation 0.1 4320 > th dose independent rect. 1 19
364 107.26 precipitation 0.1 1440 > th dose independent rect. 7 4
368 107.26 precipitation 0.1 1440 > th dose dependent rect. 7 4
379 107.28 humidity 90.0 14400 < th dose independent rect. 7 16
410 107.36 wind 3.0 43200 < th dose independent rect. 1 6
417 107.41 humidity 80.0 14400 > th dose independent rect. 13 1
421 107.41 wind 1.0 1440 < th dose dependent rect. 13 6
433 107.46 humidity 90.0 14400 > th dose independent sin 20 NA
440 107.50 precipitation 0.1 4320 < th dose independent sin 2 NA
441 107.50 precipitation 0.1 4320 > th dose independent rect. 16 1
443 107.50 precipitation 0.1 4320 < th dose dependent sin 2 NA
450 107.52 precipitation 0.1 4320 > th dose independent sin 2 NA
468 107.57 wind 3.0 43200 > th dose independent rect. 1 6
475 107.59 precipitation 0.1 4320 < th dose independent rect. 16 1
476 107.59 precipitation 0.1 4320 < th dose dependent rect. 16 1
478 107.60 humidity 80.0 14400 > th dose dependent sin 22 NA
479 107.61 wind 9.0 14400 < th dose independent rect. 5 6
489 107.63 precipitation 0.1 4320 > th dose dependent rect. 3 11
543 107.82 humidity 90.0 1440 > th dose independent rect. 7 7
562 107.85 wind 1.0 1440 < th dose dependent rect. 9 10
574 107.88 humidity 80.0 14400 > th dose dependent rect. 13 6
577 107.89 humidity 80.0 14400 < th dose independent rect. 13 2
587 107.94 wind 3.0 43200 < th dose independent rect. 23 8
589 107.94 wind 1.0 43200 > th dose dependent rect. 5 2
590 107.94 precipitation 0.1 4320 > th dose dependent rect. 14 3
594 107.95 wind 1.0 1440 < th dose independent rect. 9 6
618 107.99 humidity 90.0 14400 < th dose independent rect. 16 7
633 108.01 humidity 90.0 14400 < th dose dependent rect. 14 1
635 108.01 wind 5.0 14400 < th dose dependent rect. 3 2
659 108.06 wind 5.0 43200 < th dose dependent rect. 6 1
664 108.07 humidity 90.0 14400 < th dose independent rect. 13 10
665 108.07 precipitation 0.1 4320 < th dose independent rect. 3 11
669 108.07 precipitation 0.1 4320 < th dose dependent rect. 3 11
696 108.13 wind 3.0 43200 < th dose independent rect. 1 3
701 108.14 precipitation 0.1 4320 > th dose dependent sin 3 NA
741 108.22 precipitation 0.1 4320 > th dose independent rect. 3 11
782 108.29 humidity 90.0 14400 < th dose independent sin 22 NA
783 108.29 wind 3.0 43200 > th dose independent rect. 1 3
799 108.31 radiation 1.0 1440 > th dose independent rect. 18 17
809 108.33 radiation 1.0 1440 < th dose independent rect. 18 17
878 108.44 humidity 50.0 14400 > th dose dependent rect. 14 1
955 108.56 radiation 1.0 1440 > th dose independent rect. 18 14
975 108.59 humidity 90.0 1440 < th dose independent rect. 7 7
983 108.60 humidity 60.0 14400 > th dose dependent rect. 16 2