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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.

Os03g0159000

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

Description : Proteinase inhibitor, propeptide domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.14 (0.0169) R2 : 0.00156
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0301 (0.0357) R2dN8 : 0.00202 R2N8 : 0.00156
σ : 0.319
deviance : 46.76
__
_____
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 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
44.19 0.312 3.14 -0.0328 0.136 -0.0548 -0.153 -0.993 0.0204 7.14 63 4455 -- --
45.05 0.313 3.15 0.0139 0.14 -0.208 -0.178 -- -0.00425 6.88 70.24 5765 -- --
44.24 0.31 3.14 -0.033 0.135 -0.0663 -- -1.01 0.0254 7.34 63 4518 -- --
44.99 0.312 3.15 0.00864 0.145 -0.215 -- -- -0.00744 7.25 70.41 4327 -- --
45.22 0.313 3.14 -0.0324 -- -0.0678 -- -0.967 0.0279 -- 63.77 4455 -- --
45.74 0.317 3.14 0.00695 0.134 -- -0.195 -- 0.0277 6.73 -- -- -- --
45.81 0.317 3.14 0.00456 0.134 -- -- -- 0.0287 7.35 -- -- -- --
45.89 0.316 3.15 0.0113 -- -0.235 -- -- -0.00207 -- 71 4330 -- --
44.97 0.312 3.15 -- 0.131 -0.229 -- -- -0.0038 7.42 70.59 4297 -- --
46.76 0.32 3.14 0.0068 -- -- -- -- 0.0309 -- -- -- -- --
45.81 0.317 3.14 -- 0.134 -- -- -- 0.0282 7.34 -- -- -- --
45.89 0.316 3.15 -- -- -0.235 -- -- -0.00132 -- 70.66 4330 -- --
46.76 0.319 3.14 -- -- -- -- -- 0.0301 -- -- -- -- --

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 38.79 radiation 20.0 4320 < th dose dependent rect. 23 1
5 38.99 wind 9.0 1440 < th dose independent rect. 23 1
6 38.99 temperature 10.0 1440 > th dose independent rect. 23 1
9 38.99 temperature 30.0 1440 < th dose independent rect. 23 1
13 38.99 humidity 50.0 1440 > th dose independent rect. 23 1
23 38.99 atmosphere 995.0 1440 > th dose independent rect. 23 1
24 38.99 radiation 1.0 1440 < th dose independent rect. 23 1
44 38.99 temperature 10.0 1440 > th dose independent rect. 24 23
53 39.02 temperature 25.0 30 > th dose independent rect. 22 1
54 39.02 humidity 80.0 30 > th dose independent rect. 22 1
55 39.04 atmosphere 1005.0 30 > th dose dependent rect. 22 1
57 39.10 atmosphere 1005.0 30 > th dose independent rect. 22 1
59 39.11 temperature 20.0 30 > th dose dependent rect. 22 1
61 39.12 wind 3.0 30 < th dose independent rect. 22 1
65 39.15 precipitation 0.1 30 < th dose independent rect. 22 1
66 39.15 precipitation 0.1 30 < th dose dependent rect. 22 1
67 39.16 wind 1.0 30 > th dose independent rect. 22 1
68 39.16 humidity 60.0 30 > th dose dependent rect. 22 1
70 39.17 humidity 90.0 30 < th dose independent rect. 22 1
71 39.17 wind 7.0 30 < th dose dependent rect. 22 1
77 39.18 temperature 10.0 30 > th dose independent rect. 22 1
80 39.18 temperature 30.0 30 < th dose independent rect. 22 1
81 39.18 humidity 50.0 30 > th dose independent rect. 22 1
85 39.18 atmosphere 1010.0 30 < th dose independent rect. 22 1
87 39.18 radiation 1.0 30 < th dose independent rect. 22 1
92 39.18 temperature 10.0 30 > th dose independent rect. 23 23
93 39.18 radiation 1.0 30 < th dose dependent rect. 22 1
103 39.41 atmosphere 1015.0 30 < th dose dependent rect. 22 1
106 39.44 wind 1.0 30 > th dose dependent rect. 22 1
109 39.54 temperature 30.0 30 < th dose dependent rect. 22 1
110 39.54 humidity 90.0 30 < th dose dependent rect. 22 1
157 40.74 atmosphere 1000.0 30 > th dose independent rect. 23 23
166 41.03 wind 9.0 30 < th dose independent rect. 23 23
171 41.27 atmosphere 995.0 720 > th dose independent rect. 23 16
175 41.34 precipitation 0.1 30 < th dose independent rect. 23 23
176 41.34 precipitation 0.1 30 < th dose dependent rect. 23 23
183 41.56 precipitation 0.1 720 < th dose independent rect. 15 8
184 41.56 precipitation 0.1 720 < th dose dependent rect. 15 8
185 41.67 atmosphere 995.0 720 > th dose independent rect. 15 8
186 41.70 atmosphere 995.0 720 > th dose independent rect. 11 16
189 41.76 humidity 50.0 720 > th dose independent rect. 3 8
190 41.76 atmosphere 1000.0 720 > th dose independent rect. 3 8
192 41.79 precipitation 0.1 720 < th dose independent rect. 11 16
193 41.79 precipitation 0.1 720 < th dose dependent rect. 11 16
194 41.80 temperature 10.0 720 > th dose independent rect. 15 8
195 41.80 temperature 10.0 720 > th dose independent rect. 23 16
196 41.87 temperature 10.0 720 > th dose independent rect. 3 8
198 41.87 temperature 10.0 720 > th dose independent rect. 11 16
203 41.95 precipitation 0.1 1440 < th dose independent rect. 23 1
204 41.95 precipitation 0.1 1440 < th dose dependent rect. 23 1
209 42.10 atmosphere 1005.0 90 > th dose dependent rect. 2 1
210 42.11 temperature 20.0 30 > th dose dependent rect. 2 1
213 42.13 atmosphere 1005.0 30 > th dose independent rect. 2 1
216 42.15 temperature 20.0 30 > th dose independent rect. 2 1
218 42.16 temperature 25.0 270 > th dose independent rect. 19 8
225 42.21 wind 3.0 30 < th dose independent rect. 2 1
226 42.22 wind 3.0 30 < th dose dependent rect. 2 1
229 42.23 wind 9.0 720 < th dose independent rect. 3 8
235 42.25 humidity 80.0 30 > th dose independent rect. 2 1
237 42.25 atmosphere 1000.0 30 > th dose independent rect. 3 23
238 42.25 humidity 50.0 30 > th dose dependent rect. 2 1
242 42.26 temperature 10.0 30 > th dose independent rect. 2 1
244 42.26 temperature 30.0 30 < th dose independent rect. 2 1
245 42.26 humidity 50.0 30 > th dose independent rect. 2 1
249 42.26 atmosphere 1010.0 30 < th dose independent rect. 2 1
251 42.26 radiation 1.0 30 < th dose independent rect. 2 1
256 42.26 precipitation 0.1 30 < th dose independent rect. 2 1
257 42.26 temperature 10.0 30 > th dose independent rect. 3 23
259 42.26 radiation 1.0 30 < th dose dependent rect. 2 1
264 42.26 precipitation 0.1 30 < th dose dependent rect. 2 1
277 42.42 radiation 1.0 4320 < th dose dependent rect. 3 1
280 42.46 atmosphere 1015.0 30 < th dose dependent rect. 2 1
281 42.46 radiation 10.0 43200 < th dose dependent rect. 3 1
283 42.47 temperature 30.0 30 < th dose dependent rect. 2 1
288 42.49 wind 1.0 30 > th dose independent rect. 2 1
295 42.50 wind 9.0 1440 < th dose independent rect. 3 1
296 42.50 temperature 10.0 1440 > th dose independent rect. 3 1
299 42.50 temperature 30.0 1440 < th dose independent rect. 3 1
303 42.50 humidity 50.0 1440 > th dose independent rect. 3 1
312 42.50 atmosphere 995.0 1440 > th dose independent rect. 3 1
313 42.50 radiation 1.0 1440 < th dose independent rect. 3 1
334 42.50 temperature 10.0 1440 > th dose independent rect. 4 23
351 42.54 humidity 50.0 30 > th dose independent rect. 23 23
356 42.58 temperature 25.0 270 > th dose dependent rect. 19 8
365 42.64 wind 1.0 30 > th dose independent rect. 23 23
385 42.77 radiation 40.0 720 < th dose independent rect. 15 8
438 42.97 wind 9.0 720 < th dose independent rect. 15 8
448 43.05 wind 1.0 720 > th dose independent rect. 15 8
455 43.08 precipitation 0.1 30 < th dose independent rect. 3 23
456 43.08 precipitation 0.1 30 < th dose dependent rect. 3 23
459 43.09 atmosphere 1005.0 30 > th dose dependent rect. 20 3
466 43.13 precipitation 0.1 720 < th dose independent rect. 3 8
467 43.13 precipitation 0.1 720 < th dose dependent rect. 3 8
493 43.24 temperature 30.0 30 < th dose independent rect. 23 23
504 43.30 wind 9.0 30 < th dose independent rect. 3 23
507 43.31 humidity 80.0 14400 < th dose dependent rect. 4 5
516 43.34 humidity 80.0 14400 < th dose dependent rect. 7 2
528 43.38 temperature 25.0 270 > th dose independent sin 12 NA
529 43.38 atmosphere 1015.0 720 < th dose independent rect. 3 8
531 43.39 precipitation 0.1 720 < th dose independent rect. 23 16
532 43.39 precipitation 0.1 720 < th dose dependent rect. 23 16
533 43.40 humidity 70.0 14400 > th dose independent rect. 8 1
551 43.43 humidity 90.0 90 < th dose independent rect. 1 22
560 43.47 humidity 90.0 90 < th dose independent rect. 2 1
568 43.48 temperature 30.0 720 < th dose independent rect. 15 8
569 43.48 wind 1.0 14400 < th dose dependent rect. 6 1
572 43.50 humidity 70.0 14400 < th dose independent rect. 8 1
574 43.50 wind 9.0 14400 > th dose dependent rect. 13 1
576 43.51 humidity 70.0 14400 > th dose independent rect. 6 3
596 43.55 wind 1.0 14400 < th dose dependent rect. 4 3
600 43.56 humidity 70.0 14400 < th dose independent rect. 6 4
611 43.56 atmosphere 1000.0 30 > th dose independent rect. 23 21
708 43.67 wind 1.0 14400 < th dose independent rect. 4 3
717 43.70 wind 1.0 14400 > th dose independent rect. 4 3
721 43.71 wind 3.0 14400 > th dose independent rect. 19 1
734 43.72 humidity 50.0 30 > th dose independent rect. 3 23
737 43.74 radiation 20.0 10 < th dose independent rect. 23 10
738 43.74 humidity 50.0 720 > th dose independent rect. 23 16
743 43.75 temperature 25.0 270 < th dose independent rect. 19 10
752 43.79 atmosphere 1000.0 30 > th dose independent rect. 23 8
757 43.79 wind 1.0 14400 < th dose dependent rect. 2 6
759 43.80 humidity 60.0 4320 > th dose independent rect. 11 2
767 43.82 humidity 60.0 14400 < th dose independent rect. 11 1
769 43.82 humidity 60.0 14400 < th dose dependent rect. 12 1
772 43.83 wind 3.0 14400 < th dose independent rect. 19 1
781 43.84 humidity 50.0 14400 > th dose independent rect. 15 1
799 43.87 wind 9.0 720 < th dose independent rect. 11 16
800 43.87 wind 9.0 720 < th dose independent rect. 23 16
801 43.87 humidity 90.0 30 < th dose independent rect. 7 16
815 43.89 humidity 60.0 4320 < th dose independent rect. 11 4
819 43.89 temperature 30.0 43200 > th dose dependent rect. 8 1
843 43.91 humidity 60.0 4320 < th dose independent rect. 14 1
858 43.92 atmosphere 1000.0 30 > th dose independent rect. 23 10
866 43.92 temperature 25.0 720 > th dose dependent rect. 3 5
900 43.95 humidity 60.0 14400 < th dose dependent rect. 12 4
909 43.95 radiation 40.0 30 < th dose dependent rect. 23 10
919 43.96 temperature 10.0 1440 > th dose independent rect. 24 8
922 43.96 temperature 30.0 1440 < th dose independent rect. 24 8
926 43.96 humidity 50.0 1440 > th dose independent rect. 24 8
931 43.96 atmosphere 995.0 1440 > th dose independent rect. 24 8
934 43.96 temperature 10.0 1440 > th dose independent rect. 8 16
937 43.96 precipitation 0.1 30 < th dose independent rect. 7 16
942 43.96 precipitation 0.1 30 < th dose dependent rect. 7 16
944 43.97 humidity 80.0 30 > th dose independent rect. 20 3
957 43.98 wind 1.0 4320 > th dose dependent rect. 5 2
958 43.98 temperature 25.0 720 > th dose dependent rect. 6 2
964 43.98 wind 5.0 4320 < th dose dependent rect. 3 4
970 43.99 atmosphere 1005.0 30 > th dose independent rect. 20 3
982 44.00 wind 1.0 14400 < th dose independent rect. 2 6
983 44.00 temperature 25.0 10 > th dose independent rect. 22 6
989 44.00 humidity 50.0 4320 > th dose dependent rect. 12 1