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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.

Os05g0153000

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

Description : Gelsolin family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.51 (0.0357) R2 : 0.00863
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.15 (0.0752) R2dN8 : 0.0111 R2N8 : 0.00863
σ : 0.672
deviance : 207.47
__
_____
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 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
182.27 0.634 3.54 -0.38 0.493 0.343 0.244 -2.87 0.13 24 1000 6674 -- --
185.76 0.635 3.52 -0.374 0.415 0.687 0.061 -- 0.115 0.107 991.6 2768 -- --
182.51 0.629 3.55 -0.394 0.494 0.352 -- -2.9 0.13 23.8 1000 6720 -- --
184.35 0.632 3.52 -0.251 0.491 1.11 -- -- 0.133 23.8 991.5 3212 -- --
197.76 0.655 3.54 -0.375 -- 0.318 -- -2.76 0.133 -- 1000 6405 -- --
189.96 0.646 3.53 -0.307 0.486 -- 0.266 -- 0.111 24 -- -- -- --
190.24 0.646 3.53 -0.317 0.485 -- -- -- 0.11 23.8 -- -- -- --
199.53 0.658 3.51 -0.238 -- 1.07 -- -- 0.138 -- 991.5 11848 -- --
185.96 0.635 3.52 -- 0.489 1.19 -- -- 0.162 23.8 992.2 4896 -- --
205.06 0.669 3.52 -0.302 -- -- -- -- 0.116 -- -- -- -- --
192.88 0.65 3.52 -- 0.481 -- -- -- 0.145 23.8 -- -- -- --
200.99 0.66 3.51 -- -- 1.15 -- -- 0.166 -- 992.7 8704 -- --
207.47 0.672 3.51 -- -- -- -- -- 0.15 -- -- -- -- --

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
1 177.57 radiation 40.0 10 < th dose independent rect. 7 8
2 177.61 atmosphere 995.0 4320 > th dose independent rect. 7 7
4 178.68 radiation 40.0 10 < th dose independent rect. 7 5
12 179.49 radiation 40.0 10 < th dose independent rect. 7 20
14 179.73 atmosphere 1015.0 30 < th dose independent rect. 15 14
15 179.78 radiation 40.0 270 < th dose dependent rect. 5 7
16 179.79 radiation 40.0 30 < th dose dependent rect. 7 6
17 179.81 radiation 30.0 4320 > th dose dependent rect. 16 16
24 179.90 wind 1.0 14400 < th dose dependent rect. 1 2
26 179.95 radiation 40.0 270 < th dose independent rect. 5 7
27 179.98 humidity 50.0 270 > th dose dependent rect. 5 7
28 180.00 atmosphere 1005.0 10 < th dose dependent rect. 11 7
31 180.01 atmosphere 1015.0 30 < th dose dependent rect. 15 14
33 180.04 radiation 40.0 10 < th dose independent rect. 9 18
35 180.05 radiation 30.0 4320 > th dose dependent rect. 7 1
52 180.06 radiation 20.0 270 < th dose independent rect. 5 7
64 180.18 humidity 60.0 1440 > th dose independent rect. 17 18
69 180.22 atmosphere 1015.0 270 < th dose dependent rect. 10 7
74 180.24 radiation 40.0 10 < th dose independent rect. 20 16
75 180.27 humidity 60.0 1440 < th dose independent rect. 17 18
76 180.28 atmosphere 1005.0 10 < th dose dependent rect. 11 13
78 180.29 radiation 1.0 10 > th dose dependent rect. 15 4
112 180.41 atmosphere 1000.0 10 > th dose independent rect. 15 16
119 180.46 temperature 10.0 1440 > th dose independent rect. 6 10
122 180.46 temperature 10.0 1440 > th dose independent rect. 16 14
127 180.47 atmosphere 1000.0 270 > th dose independent rect. 11 18
134 180.51 atmosphere 995.0 4320 > th dose independent rect. 5 1
144 180.56 humidity 90.0 30 < th dose dependent rect. 15 4
149 180.58 atmosphere 1015.0 270 < th dose independent rect. 11 18
152 180.60 humidity 60.0 270 > th dose independent rect. 18 16
162 180.63 atmosphere 1015.0 720 < th dose independent rect. 5 21
163 180.64 temperature 15.0 270 > th dose independent rect. 9 9
165 180.65 radiation 1.0 30 > th dose independent rect. 5 10
176 180.65 radiation 40.0 10 < th dose independent rect. 19 20
182 180.66 atmosphere 1005.0 10 < th dose dependent rect. 11 17
185 180.68 atmosphere 1010.0 90 < th dose dependent rect. 15 2
198 180.73 wind 1.0 10 > th dose independent rect. 7 8
208 180.76 humidity 60.0 270 > th dose independent rect. 5 6
224 180.79 atmosphere 1015.0 270 < th dose independent rect. 12 16
235 180.84 radiation 1.0 30 > th dose dependent rect. 15 1
241 180.85 atmosphere 1005.0 270 < th dose dependent rect. 8 8
249 180.87 atmosphere 1015.0 270 < th dose dependent rect. 11 17
261 180.90 humidity 50.0 10 > th dose dependent rect. 7 8
279 180.94 radiation 10.0 270 < th dose dependent rect. 5 19
290 180.98 atmosphere 1005.0 10 < th dose dependent sin 19 NA
292 180.99 humidity 60.0 90 > th dose independent rect. 5 10
310 181.03 humidity 60.0 1440 < th dose dependent rect. 17 19
312 181.04 atmosphere 995.0 4320 > th dose independent rect. 4 4
330 181.08 precipitation 0.1 10 < th dose independent rect. 7 8
333 181.08 precipitation 0.1 10 < th dose dependent rect. 7 8
335 181.09 temperature 10.0 10 > th dose independent rect. 7 8
337 181.09 atmosphere 995.0 10 > th dose independent rect. 7 8
338 181.09 atmosphere 1015.0 10 < th dose independent rect. 7 8
339 181.09 temperature 10.0 10 > th dose independent rect. 15 16
354 181.12 atmosphere 995.0 30 > th dose dependent rect. 5 10
360 181.13 atmosphere 1010.0 10 < th dose dependent rect. 15 3
376 181.16 precipitation 0.1 10 < th dose independent rect. 15 16
380 181.16 precipitation 0.1 10 < th dose dependent rect. 15 16
381 181.16 humidity 70.0 1440 < th dose dependent rect. 18 17
383 181.17 atmosphere 1015.0 720 < th dose independent rect. 20 15
387 181.18 wind 1.0 90 < th dose dependent rect. 14 7
401 181.20 precipitation 0.1 90 < th dose independent rect. 5 10
409 181.20 precipitation 0.1 90 < th dose dependent rect. 5 10
412 181.21 wind 9.0 30 < th dose independent rect. 15 16
421 181.23 humidity 50.0 10 > th dose independent rect. 7 8
436 181.25 atmosphere 995.0 43200 < th dose dependent rect. 18 6
442 181.26 atmosphere 1015.0 720 < th dose independent rect. 20 23
444 181.26 atmosphere 995.0 10 > th dose dependent rect. 7 8
452 181.28 temperature 10.0 1440 > th dose independent rect. 8 8
456 181.28 temperature 10.0 1440 > th dose independent rect. 16 16
460 181.29 atmosphere 1005.0 90 < th dose independent rect. 10 7
461 181.29 atmosphere 995.0 270 > th dose independent rect. 10 8
462 181.29 atmosphere 995.0 90 > th dose independent rect. 5 10
466 181.30 atmosphere 995.0 43200 > th dose independent rect. 22 1
467 181.30 temperature 10.0 270 > th dose independent rect. 5 6
468 181.30 atmosphere 995.0 270 > th dose independent rect. 5 6
469 181.30 atmosphere 1015.0 270 < th dose independent rect. 5 6
470 181.30 wind 9.0 10 < th dose independent rect. 7 8
472 181.30 temperature 10.0 90 > th dose independent rect. 5 10
473 181.30 atmosphere 1015.0 90 < th dose independent rect. 5 10
474 181.30 temperature 10.0 90 > th dose independent rect. 15 14
475 181.30 temperature 10.0 270 > th dose independent rect. 11 18
478 181.31 precipitation 0.1 4320 < th dose independent rect. 23 5
483 181.31 wind 9.0 30 < th dose independent rect. 15 14
486 181.31 precipitation 0.1 4320 < th dose dependent rect. 23 5
493 181.33 wind 9.0 4320 < th dose independent rect. 23 2
495 181.33 radiation 40.0 10 < th dose independent rect. 9 6
502 181.34 atmosphere 995.0 43200 < th dose independent rect. 21 1
517 181.34 atmosphere 995.0 43200 < th dose dependent rect. 21 1
544 181.36 radiation 40.0 10 < th dose dependent rect. 9 3
549 181.36 atmosphere 1005.0 30 < th dose dependent rect. 15 22
553 181.37 precipitation 0.1 270 < th dose independent rect. 5 6
563 181.37 precipitation 0.1 270 < th dose dependent rect. 5 6
570 181.38 wind 9.0 270 < th dose independent rect. 5 6
580 181.40 humidity 60.0 1440 > th dose independent sin 10 NA
581 181.40 temperature 30.0 270 < th dose independent rect. 5 6
589 181.41 precipitation 0.1 270 < th dose independent rect. 11 18
591 181.41 precipitation 0.1 270 < th dose dependent rect. 11 18
615 181.43 radiation 30.0 270 < th dose independent rect. 18 17
622 181.44 wind 9.0 270 < th dose independent rect. 5 8
623 181.44 radiation 1.0 30 > th dose independent rect. 7 8
626 181.45 humidity 60.0 1440 < th dose independent sin 10 NA
643 181.46 radiation 40.0 10 < th dose independent rect. 15 16
650 181.47 humidity 90.0 270 < th dose independent rect. 11 6
652 181.47 atmosphere 995.0 4320 > th dose independent rect. 24 8
656 181.48 atmosphere 1015.0 90 < th dose independent rect. 5 22
670 181.51 radiation 40.0 10 < th dose independent rect. 9 3
679 181.51 precipitation 0.1 4320 > th dose dependent rect. 24 4
687 181.52 humidity 50.0 10 > th dose independent rect. 15 15
708 181.56 radiation 20.0 30 > th dose independent rect. 15 2
746 181.58 atmosphere 995.0 4320 > th dose independent rect. 24 10
753 181.59 humidity 50.0 270 > th dose dependent rect. 18 17
755 181.60 precipitation 0.1 4320 > th dose independent rect. 24 4
772 181.61 temperature 30.0 10 < th dose independent rect. 15 15
793 181.64 atmosphere 1015.0 720 < th dose independent sin 8 NA
797 181.64 atmosphere 995.0 270 > th dose dependent rect. 16 19
798 181.64 atmosphere 995.0 10 > th dose dependent rect. 19 20
800 181.65 temperature 30.0 270 < th dose independent rect. 24 16
806 181.66 atmosphere 1010.0 720 < th dose independent rect. 14 3
809 181.66 precipitation 0.1 270 < th dose independent rect. 10 8
814 181.66 precipitation 0.1 270 < th dose dependent rect. 10 8
821 181.67 radiation 40.0 90 < th dose independent rect. 13 16
829 181.68 atmosphere 995.0 4320 > th dose independent rect. 24 6
839 181.69 humidity 60.0 90 < th dose independent rect. 15 18
870 181.72 radiation 40.0 43200 > th dose independent rect. 7 1
893 181.72 radiation 40.0 43200 > th dose dependent rect. 7 1
924 181.73 precipitation 0.1 4320 < th dose independent rect. 24 2
932 181.73 precipitation 0.1 4320 < th dose dependent rect. 24 2
947 181.76 humidity 60.0 10 > th dose independent sin 12 NA
962 181.77 wind 1.0 270 > th dose independent rect. 10 8
964 181.77 temperature 15.0 270 > th dose independent rect. 24 16
975 181.78 precipitation 0.1 270 < th dose independent rect. 18 16
978 181.78 radiation 40.0 10 > th dose dependent rect. 12 3
996 181.78 precipitation 0.1 270 < th dose dependent rect. 18 16