SC Model Results Summary

n_sites	N_detections	rep_period	model_agg_M	iterations	burnin	thin	state_buffer
19	20	7 days	300	350000	20000	20	2.5

model	description	WAIC
sc.fm4.0	lure + snow + temp	116.2644
sc.fm5.0	lure + snow + temp + pass + temp * snow	116.9236
sc.fm4.2	lure + snow + temp + pass	118.7103
sc.fm5.1	lure + snow + temp + pass + lure * snow	119.4639
sc.fm3.0	lure + snow	122.2659
sc.fm2.1	snow	128.4427
sc.fm2.2	temp	131.5311
sc.fm2.0	lure	138.6216
sc.fm3.1	lure + pass	138.8268
sc.fm1	dot model	143.7446
sc.fm2.3	pass	146.3491

Reversible Jump MCMC:

sc.fm6.0 model: (reverse jump) lure + snow + temp + pass + temp * snow + lure * snow

cov	indicator_mean
beta.ind[2]	0.84861
psi.ind	0.27689
beta.ind[3]	0.17539
beta.ind[1]	0.13970
beta.ind[6]	0.01673
beta.ind[5]	0.01352
beta.ind[4]	0.01297

sc.fm6.1 model: (reverse jump - unconstrained) lure + snow + temp + pass + temp * snow + lure * snow

cov	indicator_mean
beta.ind[2]	0.87727
beta.ind[4]	0.55024
psi.ind	0.37736
beta.ind[3]	0.26582
beta.ind[1]	0.17303
beta.ind[5]	0.11170
beta.ind[6]	0.03194

sc.fm6.4 model: (reverse jump) lure + snow + temp + pass

cov	indicator_mean
beta.ind[2]	0.92255
psi.ind	0.51094
beta.ind[3]	0.47830
beta.ind[4]	0.35327
beta.ind[1]	0.31370

Model summaries:

sc.fm1 summary:

dot model

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	9460	1.090	err	1.00	1.00	err
D	9460	0.677	err	0.62	0.62	err
sigma	12430	1.454	1.431	1.13	1.78	0
lam0	13560	0.714	0.424	0.16	1.27	0

N

D

sigma

lam0

sc.fm2.0 summary:

lure

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	12220	1.133	err	1.00	1.00	err
D	12220	0.704	err	0.62	0.62	err
sigma	15427	1.646	1.596	1.30	2.00	0
beta0.lam0	14193	-1.567	-1.511	-2.60	-0.58	0.04326
beta.lam0[1]	16500	-1.298	-1.157	-2.04	-0.52	0.00749

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm2.1 summary:

snow

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	11278	1.128	err	1.00	1.00	err
D	11278	0.701	err	0.62	0.62	err
sigma	14508	1.570	1.521	1.24	1.91	0
beta0.lam0	10071	-2.230	-1.979	-3.63	-0.82	0.0211
beta.lam0[1]	11150	-2.364	-2.147	-3.65	-1.01	0

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm2.2 summary:

temp

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	12102	1.135	err	1.00	1.00	err
D	12102	0.705	err	0.62	0.62	err
sigma	15107	1.663	1.593	1.30	2.00	0
beta0.lam0	13847	-1.711	-1.696	-2.68	-0.74	0.01903
beta.lam0[1]	16500	1.046	1.029	0.64	1.47	0

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm2.3 summary:

pass

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	6719	1.166	err	1.00	2.00	err
D	6719	0.724	err	0.62	1.24	err
sigma	15240	1.713	1.653	1.30	2.11	0
beta0.lam0	12994	-1.095	-1.127	-1.98	-0.17	0.1419
beta.lam0[1]	16500	-80.663	-22.778	-161.42	-0.68	0.37121

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm3.0 summary:

lure + snow

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	12704	1.124	err	1.00	1.00	err
D	12704	0.698	err	0.62	0.62	err
sigma	15239	1.619	1.583	1.28	1.97	0
beta0.lam0	10852	-2.766	-2.542	-4.13	-1.28	0.0036
beta.lam0[1]	15731	-1.453	-1.388	-2.30	-0.55	0.01492
beta.lam0[2]	12820	-1.996	-1.68	-3.13	-0.80	0

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

sc.fm3.1 summary:

lure + pass

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	3868	1.216	err	1.00	2.00	err
D	3868	0.755	err	0.62	1.24	err
sigma	14686	1.795	1.72	1.37	2.18	0
beta0.lam0	11048	-1.776	-1.794	-2.75	-0.72	0.01311
beta.lam0[1]	16291	-1.295	-1.211	-2.06	-0.53	0.00801
beta.lam0[2]	16500	-79.935	-9.133	-160.40	0.22	0.38905

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

sc.fm4.0 summary:

lure + snow + temp

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	10856	1.134	err	1.00	1.00	err
D	10856	0.705	err	0.62	0.62	err
sigma	16284	1.607	1.53	1.26	1.96	0
beta0.lam0	9569	-3.384	-3.153	-4.90	-1.80	0
beta.lam0[1]	14828	-1.719	-1.64	-2.80	-0.65	0.01939
beta.lam0[2]	12240	-1.683	-1.291	-2.81	-0.53	0.00854
beta.lam0[3]	15342	0.872	0.822	0.35	1.40	0.02368

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

beta.lam0[3]

sc.fm4.2 summary:

lure + snow + temp + pass

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	114	4.543	err	1.00	2.00	err
D	114	2.823	err	0.62	1.24	err
sigma	1408	1.776	1.72	1.35	2.20	0
beta0.lam0	410	-3.720	-3.35	-5.30	-1.95	0
beta.lam0[1]	14558	-1.697	-1.534	-2.75	-0.57	0.02514
beta.lam0[2]	12033	-1.703	-1.309	-2.85	-0.59	0.00643
beta.lam0[3]	15514	0.852	0.816	0.32	1.36	0.03273
beta.lam0[4]	16942	-79.516	-9.763	-160.10	-0.61	0.33971

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

beta.lam0[3]

beta.lam0[4]

sc.fm5.0 summary:

lure + snow + temp + pass + temp * snow

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	668	1.669	err	1.00	2.00	err
D	668	1.037	err	0.62	1.24	err
sigma	9982	1.771	1.706	1.36	2.19	0
beta0.lam0	6	-31.157	-9.272	-80.27	-2.36	0
beta.lam0[1]	15483	-1.594	-1.454	-2.74	-0.50	0.06431
beta.lam0[2]	6	-33.951	-8.683	-90.94	-0.55	0
beta.lam0[3]	6	25.500	6.501	0.34	68.24	0.11162
beta.lam0[4]	15492	-80.902	-10.909	-161.16	-0.13	0.37755
beta.lam0[5]	6	28.946	6.773	-0.61	78.95	0.27323

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

beta.lam0[3]

beta.lam0[4]

beta.lam0[5]

sc.fm5.1 summary:

lure + snow + temp + pass + lure * snow

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	39	5.666	err	1.00	2.00	err
D	39	3.520	err	0.62	1.24	err
sigma	840	1.775	1.747	1.34	2.20	0
beta0.lam0	158	-3.929	-3.411	-5.66	-1.97	0
beta.lam0[1]	7812	-1.757	-1.386	-3.15	-0.21	0.11902
beta.lam0[2]	6545	-1.820	-1.412	-3.49	-0.21	0.15608
beta.lam0[3]	16500	0.875	0.831	0.32	1.39	0.02731
beta.lam0[4]	16872	-80.547	-14.07	-159.97	0.36	0.39045
beta.lam0[5]	8410	0.086	0.606	-1.45	1.75	0.78434

Year: 2018

Species: AmericanBlackBear

Study Site: Mono creek

Metadata Summary:

WAIC

Reversible Jump MCMC:

Model summaries:

sc.fm1 summary:

summary table

N

D

sigma

lam0

sc.fm2.0 summary:

summary table

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm2.1 summary:

summary table

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm2.2 summary:

summary table

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm2.3 summary:

summary table

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm3.0 summary:

summary table

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

sc.fm3.1 summary:

summary table

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

sc.fm4.0 summary:

summary table

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

beta.lam0[3]

sc.fm4.2 summary:

summary table

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

beta.lam0[3]

beta.lam0[4]

sc.fm5.0 summary:

summary table

N

D