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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.

Os03g0201800

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

Description : Similar to Tapetum specific protein (Tapetum-specific endoxylanase).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3 (0.0254) R2 : 0.00715
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0971 (0.0535) R2dN8 : 0.00924 R2N8 : 0.00715
σ : 0.479
deviance : 105.28
__
_____
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 = atmosphere, 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
98.23 0.466 2.99 0.111 0.171 -0.71 -0.313 -2.65 0.121 8.26 995.6 5625 -- --
100.74 0.467 2.99 0.0803 0.173 -0.476 -0.3 -- 0.126 8.22 996.5 6226 -- --
98.51 0.462 2.99 0.116 0.167 -0.677 -- -2.52 0.117 8.2 995.7 5592 -- --
100.98 0.468 2.99 0.0728 0.173 -0.468 -- -- 0.127 8.67 996.6 6348 -- --
100.09 0.466 2.99 0.107 -- -0.684 -- -2.54 0.123 -- 995.8 5595 -- --
103.06 0.476 2.99 0.0956 0.178 -- -0.278 -- 0.105 8.32 -- -- -- --
103.28 0.476 2.99 0.0879 0.178 -- -- -- 0.105 8.69 -- -- -- --
102.65 0.472 2.99 0.0733 -- -0.493 -- -- 0.129 -- 996.5 6069 -- --
101.12 0.468 2.99 -- 0.172 -0.475 -- -- 0.119 8.65 996.6 6379 -- --
105.08 0.479 3 0.0883 -- -- -- -- 0.107 -- -- -- -- --
103.49 0.476 2.99 -- 0.178 -- -- -- 0.0956 8.66 -- -- -- --
102.79 0.472 2.99 -- -- -0.501 -- -- 0.124 -- 996.6 6097 -- --
105.28 0.479 3 -- -- -- -- -- 0.0971 -- -- -- -- --

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 97.54 temperature 25.0 270 > th dose independent rect. 2 1
4 97.68 temperature 25.0 90 > th dose dependent rect. 1 4
7 97.77 temperature 25.0 270 > th dose dependent rect. 1 1
15 98.23 atmosphere 995.0 4320 > th dose independent rect. 12 7
19 98.30 atmosphere 995.0 4320 > th dose independent rect. 14 5
21 98.31 wind 1.0 30 > th dose independent rect. 4 1
25 98.34 atmosphere 1005.0 30 > th dose dependent rect. 4 1
26 98.35 atmosphere 995.0 4320 < th dose independent rect. 14 5
53 98.36 atmosphere 995.0 4320 < th dose independent rect. 15 2
63 98.36 atmosphere 995.0 4320 < th dose dependent rect. 15 4
66 98.37 atmosphere 995.0 4320 > th dose independent rect. 14 3
67 98.37 atmosphere 995.0 4320 > th dose independent rect. 14 7
131 98.47 temperature 25.0 90 > th dose independent rect. 4 1
133 98.49 temperature 25.0 10 > th dose independent rect. 4 1
134 98.49 temperature 25.0 90 > th dose dependent rect. 4 1
137 98.50 wind 1.0 30 > th dose dependent rect. 4 1
140 98.52 humidity 90.0 10 < th dose independent rect. 4 1
196 98.81 precipitation 0.1 4320 < th dose independent rect. 8 1
207 98.81 precipitation 0.1 4320 < th dose dependent rect. 8 1
234 98.87 atmosphere 995.0 4320 < th dose dependent rect. 18 22
251 98.94 precipitation 0.1 4320 > th dose independent rect. 8 1
252 98.94 precipitation 0.1 4320 > th dose dependent rect. 8 1
272 98.99 wind 5.0 30 < th dose independent rect. 4 1
274 98.99 atmosphere 1005.0 30 > th dose independent rect. 4 1
277 99.00 temperature 10.0 30 > th dose independent rect. 4 1
279 99.00 temperature 30.0 30 < th dose independent rect. 4 1
280 99.00 humidity 50.0 30 > th dose independent rect. 4 1
283 99.00 atmosphere 995.0 30 > th dose independent rect. 4 1
284 99.00 atmosphere 1010.0 30 < th dose independent rect. 4 1
286 99.00 radiation 1.0 30 < th dose independent rect. 4 1
292 99.00 temperature 10.0 30 > th dose independent rect. 5 23
293 99.00 radiation 10.0 30 < th dose dependent rect. 4 1
302 99.02 precipitation 0.1 30 < th dose independent rect. 4 1
304 99.02 precipitation 0.1 30 < th dose dependent rect. 4 1
310 99.07 humidity 50.0 30 > th dose dependent rect. 4 1
311 99.09 wind 9.0 30 < th dose dependent rect. 4 1
316 99.11 temperature 30.0 30 < th dose dependent rect. 4 1
319 99.12 atmosphere 995.0 4320 > th dose independent rect. 4 11
324 99.13 atmosphere 1015.0 30 < th dose dependent rect. 4 1
325 99.14 atmosphere 995.0 4320 > th dose independent sin 7 NA
332 99.15 atmosphere 995.0 4320 > th dose independent rect. 1 14
333 99.15 atmosphere 995.0 4320 < th dose dependent sin 4 NA
344 99.17 atmosphere 995.0 4320 > th dose independent rect. 22 17
358 99.19 atmosphere 995.0 4320 > th dose independent rect. 19 20
399 99.27 atmosphere 995.0 4320 < th dose independent sin 6 NA
401 99.28 radiation 20.0 10 < th dose independent rect. 11 1
425 99.37 humidity 70.0 10 > th dose independent rect. 9 4
436 99.39 atmosphere 995.0 30 > th dose independent rect. 5 23
442 99.41 atmosphere 1005.0 270 > th dose dependent rect. 1 2
454 99.46 precipitation 0.1 4320 > th dose dependent rect. 20 1
456 99.49 precipitation 0.1 30 < th dose independent rect. 5 23
458 99.49 atmosphere 1005.0 30 > th dose dependent rect. 2 3
459 99.49 precipitation 0.1 30 < th dose dependent rect. 5 23
472 99.53 atmosphere 1005.0 30 > th dose dependent rect. 2 1
485 99.58 humidity 90.0 30 > th dose independent rect. 2 1
504 99.60 wind 3.0 30 < th dose dependent rect. 2 1
512 99.61 atmosphere 1005.0 30 > th dose independent rect. 2 1
523 99.61 temperature 25.0 720 > th dose dependent rect. 23 3
641 99.64 atmosphere 995.0 4320 < th dose dependent no NA NA
695 99.66 wind 1.0 30 < th dose independent rect. 2 1
703 99.67 humidity 90.0 720 < th dose independent rect. 24 5
710 99.68 temperature 25.0 30 < th dose independent rect. 2 1
716 99.69 atmosphere 995.0 14400 > th dose independent rect. 17 3
718 99.69 humidity 80.0 30 > th dose dependent rect. 2 1
725 99.70 temperature 15.0 30 > th dose dependent rect. 2 1
745 99.73 wind 7.0 1440 < th dose independent rect. 5 1
747 99.73 temperature 10.0 1440 > th dose independent rect. 5 1
750 99.73 temperature 30.0 1440 < th dose independent rect. 5 1
754 99.73 humidity 50.0 1440 > th dose independent rect. 5 1
763 99.73 atmosphere 995.0 1440 > th dose independent rect. 5 1
764 99.73 atmosphere 1015.0 1440 < th dose independent rect. 5 1
765 99.73 radiation 20.0 1440 < th dose independent rect. 5 1
780 99.73 temperature 10.0 1440 > th dose independent rect. 6 23
783 99.73 humidity 50.0 30 > th dose dependent rect. 2 1
812 99.74 wind 5.0 30 < th dose independent rect. 2 1
820 99.75 temperature 10.0 30 > th dose independent rect. 2 1
823 99.75 humidity 50.0 30 > th dose independent rect. 2 1
827 99.75 atmosphere 1010.0 30 < th dose independent rect. 2 1
829 99.75 radiation 1.0 30 < th dose independent rect. 2 1
834 99.75 precipitation 0.1 30 < th dose independent rect. 2 1
836 99.75 temperature 10.0 30 > th dose independent rect. 3 23
839 99.75 radiation 1.0 30 < th dose dependent rect. 2 1
844 99.75 precipitation 0.1 30 < th dose dependent rect. 2 1
950 99.84 atmosphere 995.0 14400 < th dose independent rect. 18 1
956 99.84 wind 9.0 30 < th dose independent rect. 5 23
958 99.84 atmosphere 995.0 14400 < th dose dependent rect. 18 1
979 99.87 atmosphere 1005.0 270 > th dose dependent rect. 24 4