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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.

Os07g0440700

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

Description : Non-protein coding transcript, unclassifiable transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.13 (0.0128) R2 : 0.00207
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0262 (0.027) R2dN8 : 0.00267 R2N8 : 0.00207
σ : 0.241
deviance : 26.74
__
_____
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 = 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
23.78 0.229 3.14 0.165 0.129 0.213 0.0364 0.899 -0.048 7.98 91.72 5944 -- --
24.91 0.232 3.14 0.124 0.145 0.266 0.0172 -- -0.0674 7.93 96.85 6638 -- --
23.78 0.227 3.14 0.166 0.129 0.213 -- 0.897 -0.0479 7.86 91.99 5934 -- --
24.84 0.232 3.14 0.101 0.155 0.253 -- -- -0.0776 7.55 102.8 4820 -- --
24.67 0.231 3.14 0.165 -- 0.214 -- 0.897 -0.0469 -- 91.38 5883 -- --
25.68 0.238 3.13 0.0854 0.126 -- 0.0236 -- -0.0182 7.96 -- -- -- --
25.68 0.237 3.13 0.0859 0.126 -- -- -- -0.0183 7.87 -- -- -- --
25.75 0.236 3.14 0.114 -- 0.219 -- -- -0.0601 -- 93 7168 -- --
25.11 0.233 3.14 -- 0.155 0.244 -- -- -0.0838 7.43 97.26 4782 -- --
26.54 0.241 3.13 0.0873 -- -- -- -- -0.0166 -- -- -- -- --
25.87 0.238 3.13 -- 0.127 -- -- -- -0.0278 7.82 -- -- -- --
26.06 0.238 3.14 -- -- 0.222 -- -- -0.0723 -- 89 5749 -- --
26.74 0.241 3.13 -- -- -- -- -- -0.0262 -- -- -- -- --

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 22.45 atmosphere 1005.0 10 > th dose dependent rect. 2 2
4 22.56 atmosphere 1000.0 30 > th dose independent rect. 3 23
11 23.12 radiation 1.0 43200 < th dose dependent rect. 3 1
12 23.13 atmosphere 1005.0 90 > th dose independent rect. 2 1
14 23.14 temperature 25.0 90 > th dose independent rect. 1 1
16 23.20 temperature 25.0 90 > th dose dependent rect. 1 2
17 23.22 wind 3.0 90 < th dose independent rect. 2 1
22 23.28 wind 5.0 90 < th dose dependent rect. 2 1
37 23.32 wind 9.0 1440 < th dose independent rect. 3 1
38 23.32 temperature 10.0 1440 > th dose independent rect. 3 1
41 23.32 temperature 30.0 1440 < th dose independent rect. 3 1
45 23.32 humidity 50.0 1440 > th dose independent rect. 3 1
54 23.32 atmosphere 995.0 1440 > th dose independent rect. 3 1
55 23.32 radiation 1.0 1440 < th dose independent rect. 3 1
75 23.32 temperature 10.0 1440 > th dose independent rect. 4 23
88 23.34 atmosphere 1010.0 30 < th dose dependent rect. 2 1
92 23.35 humidity 90.0 30 > th dose independent rect. 2 1
99 23.35 temperature 10.0 30 > th dose dependent rect. 2 1
107 23.36 temperature 10.0 30 > th dose independent rect. 2 1
109 23.36 temperature 30.0 30 < th dose independent rect. 2 1
110 23.36 humidity 50.0 30 > th dose independent rect. 2 1
115 23.36 atmosphere 1010.0 30 < th dose independent rect. 2 1
117 23.36 radiation 1.0 30 < th dose independent rect. 2 1
122 23.36 precipitation 0.1 30 < th dose independent rect. 2 1
123 23.36 temperature 10.0 30 > th dose independent rect. 3 23
125 23.36 humidity 50.0 30 > th dose dependent rect. 2 1
130 23.36 radiation 1.0 30 < th dose dependent rect. 2 1
135 23.36 precipitation 0.1 30 < th dose dependent rect. 2 1
137 23.37 humidity 90.0 90 < th dose independent rect. 2 1
140 23.38 wind 1.0 30 > th dose independent rect. 2 1
141 23.39 temperature 30.0 30 < th dose dependent rect. 2 1
160 23.43 atmosphere 995.0 720 > th dose independent rect. 23 16
161 23.43 precipitation 0.1 30 < th dose independent rect. 3 23
165 23.43 precipitation 0.1 30 < th dose dependent rect. 3 23
237 23.56 humidity 80.0 14400 < th dose dependent rect. 4 5
243 23.62 humidity 70.0 4320 > th dose independent rect. 10 1
250 23.68 wind 9.0 30 < th dose independent rect. 3 23
251 23.69 humidity 70.0 4320 < th dose independent rect. 10 1
252 23.69 humidity 80.0 4320 < th dose independent rect. 8 3
253 23.69 humidity 80.0 4320 > th dose dependent rect. 8 1
254 23.70 humidity 80.0 4320 > th dose independent rect. 7 4
255 23.70 humidity 70.0 14400 > th dose independent rect. 4 6
288 23.73 humidity 80.0 14400 < th dose dependent rect. 24 10
289 23.73 humidity 80.0 14400 < th dose dependent rect. 21 13
302 23.75 humidity 50.0 4320 > th dose dependent rect. 11 1
303 23.75 humidity 70.0 4320 > th dose dependent rect. 5 6
313 23.76 humidity 80.0 4320 < th dose independent rect. 7 6
315 23.76 atmosphere 1000.0 720 > th dose independent rect. 3 8
317 23.76 wind 1.0 14400 < th dose dependent rect. 6 1
383 23.81 humidity 90.0 4320 < th dose dependent rect. 11 1
448 23.84 humidity 70.0 4320 > th dose independent sin 4 NA
517 23.86 humidity 90.0 4320 < th dose dependent rect. 3 12
526 23.87 precipitation 0.1 720 < th dose independent rect. 15 8
546 23.87 humidity 50.0 4320 > th dose dependent sin 4 NA
561 23.87 precipitation 0.1 720 < th dose dependent rect. 15 8
605 23.88 humidity 50.0 30 > th dose independent rect. 3 23
629 23.89 wind 1.0 14400 < th dose independent rect. 4 3
651 23.89 humidity 50.0 14400 > th dose dependent rect. 8 1
679 23.89 humidity 90.0 4320 < th dose dependent rect. 23 16
696 23.90 humidity 90.0 90 < th dose dependent rect. 2 1
727 23.91 humidity 70.0 4320 < th dose independent sin 4 NA
729 23.91 wind 1.0 14400 > th dose independent rect. 4 3
759 23.91 humidity 90.0 4320 < th dose dependent sin 4 NA
892 23.94 wind 1.0 14400 < th dose dependent rect. 4 3
954 23.96 precipitation 0.1 720 < th dose independent rect. 11 16
977 23.96 precipitation 0.1 720 < th dose dependent rect. 11 16