SC Model Results Summary

n_sites	N_detections	rep_period	model_agg_M	iterations	burnin	thin	state_buffer
19	34	7 days	300	350000	20000	20	2.5

model	description	WAIC
sc.fm5.0	lure + snow + temp + pass + temp * snow	241.7562
sc.fm3.0	lure + snow	242.0566
sc.fm2.0	lure	242.0755
sc.fm4.0	lure + snow + temp	243.1683
sc.fm3.1	lure + pass	244.5205
sc.fm4.2	lure + snow + temp + pass	245.3601
sc.fm5.1	lure + snow + temp + pass + lure * snow	246.7961
sc.fm1	dot model	255.6601
sc.fm2.2	temp	256.1740
sc.fm2.1	snow	256.2032
sc.fm2.3	pass	258.6212

Reversible Jump MCMC:

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

cov	indicator_mean
beta.ind[1]	0.69939
psi.ind	0.21301
beta.ind[2]	0.00497
beta.ind[6]	0.00079
beta.ind[3]	0.00073
beta.ind[4]	0.00006
beta.ind[5]	0.00000

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

cov	indicator_mean
beta.ind[1]	0.70497
psi.ind	0.21724
beta.ind[4]	0.01564
beta.ind[2]	0.00497
beta.ind[5]	0.00182
beta.ind[6]	0.00133
beta.ind[3]	0.00061

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

cov	indicator_mean
beta.ind[1]	0.77776
psi.ind	0.29885
beta.ind[2]	0.00800
beta.ind[3]	0.00109
beta.ind[4]	0.00000

Model summaries:

sc.fm1 summary:

dot model

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper
N	2164	22.214	13.103	5.00	39.00
D	2164	13.800	8.140	3.11	24.23
sigma	8715	0.732	0.733	0.54	0.93
lam0	6641	0.145	0.095	0.04	0.25

N

D

sigma

lam0

sc.fm2.0 summary:

lure

summary table

## Warning: Identical densities found along different segments of the distribution,
## choosing rightmost.

## Warning: Identical densities found along different segments of the distribution,
## choosing rightmost.

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper
N	913	31.813	14.863	5.00	59.00
D	913	19.764	9.234	3.11	36.65
sigma	7686	0.734	0.727	0.55	0.93
beta0.lam0	2394	-2.776	-2.644	-3.76	-1.75
beta.lam0[1]	16030	-1.091	-1.035	-1.60	-0.60

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm2.1 summary:

snow

summary table

## Warning: Identical densities found along different segments of the distribution,
## choosing rightmost.

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	1233	30.488	14.261	6.00	57.00	0.00000
D	1233	18.941	8.860	2.48	34.17	0.00000
sigma	8210	0.741	0.734	0.54	0.93	0.00000
beta0.lam0	2526	-2.498	-2.328	-3.40	-1.52	0.00000
beta.lam0[1]	16500	-0.444	-0.404	-0.79	-0.08	0.13377

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm2.2 summary:

temp

summary table

## Warning: Identical densities found along different segments of the distribution,
## choosing rightmost.

## Warning: Identical densities found along different segments of the distribution,
## choosing rightmost.

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	610	34.419	14.706	6.00	65.00	0.00000
D	610	21.382	9.136	3.73	40.38	0.00000
sigma	6757	0.736	0.738	0.55	0.93	0.00000
beta0.lam0	1377	-2.501	-2.451	-3.45	-1.45	0.00000
beta.lam0[1]	15995	0.293	0.280	0.01	0.57	0.24714

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm2.3 summary:

pass

summary table

## Warning: Identical densities found along different segments of the distribution,
## choosing rightmost.

## Warning: Identical densities found along different segments of the distribution,
## choosing rightmost.

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	565	50.592	17.806	6.00	112.00	0.00000
D	565	31.430	11.062	3.11	68.96	0.00000
sigma	7746	0.751	0.753	0.55	0.95	0.00000
beta0.lam0	1028	-3.157	-2.934	-4.52	-1.94	0.00080
beta.lam0[1]	12952	1.034	0.932	0.13	1.92	0.17929

N

D

sigma

beta0.lam0

beta.lam0[1]

sc.fm3.0 summary:

lure + snow

summary table

## Warning: Identical densities found along different segments of the distribution,
## choosing rightmost.

## Warning: Identical densities found along different segments of the distribution,
## choosing rightmost.

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	717	33.339	15.111	6.00	63.00	0.0000
D	717	20.712	9.388	3.73	39.14	0.0000
sigma	7489	0.738	0.735	0.55	0.93	0.0000
beta0.lam0	1866	-2.969	-2.889	-3.97	-1.88	0.0000
beta.lam0[1]	16500	-1.163	-1.134	-1.69	-0.62	0.0000
beta.lam0[2]	16980	-0.400	-0.357	-0.73	-0.06	0.1585

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	508	58.580	15.284	5.00	138.00	0.00000
D	508	36.392	9.495	3.11	85.73	0.00000
sigma	8163	0.751	0.756	0.55	0.95	0.00000
beta0.lam0	929	-3.685	-3.339	-5.15	-2.25	0.00000
beta.lam0[1]	16500	-1.099	-1.035	-1.58	-0.58	0.00000
beta.lam0[2]	11236	1.095	1.083	0.23	2.02	0.14426

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	667	33.362	14.127	5.00	61.00	0.00000
D	667	20.726	8.776	3.11	37.90	0.00000
sigma	7117	0.736	0.738	0.55	0.93	0.00000
beta0.lam0	1845	-2.975	-2.842	-3.99	-1.87	0.00000
beta.lam0[1]	16133	-1.225	-1.203	-1.80	-0.68	0.00177
beta.lam0[2]	16500	-0.432	-0.394	-0.77	-0.07	0.13960
beta.lam0[3]	15635	-0.111	-0.109	-0.44	0.21	0.83266

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	562	56.746	16.355	5.00	131.00	0.00000
D	562	35.253	10.160	3.11	81.38	0.00000
sigma	8690	0.748	0.729	0.55	0.95	0.00000
beta0.lam0	1042	-3.805	-3.524	-5.23	-2.37	0.00042
beta.lam0[1]	16500	-1.236	-1.162	-1.80	-0.67	0.00068
beta.lam0[2]	16500	-0.422	-0.408	-0.76	-0.06	0.14018
beta.lam0[3]	13716	-0.112	-0.116	-0.44	0.21	0.89252
beta.lam0[4]	12743	1.044	1.011	0.14	1.92	0.16203

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

## Warning: Identical densities found along different segments of the distribution,
## choosing rightmost.

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	497	63.235	16.731	6.00	152.00	0.00000
D	497	39.284	10.394	3.73	94.43	0.00000
sigma	9080	0.747	0.762	0.54	0.95	0.00000
beta0.lam0	923	-4.030	-3.645	-5.55	-2.57	0.00000
beta.lam0[1]	16500	-1.373	-1.349	-1.98	-0.69	0.00000
beta.lam0[2]	17238	-0.713	-0.682	-1.13	-0.27	0.01666
beta.lam0[3]	15581	0.143	0.110	-0.27	0.57	0.92483
beta.lam0[4]	12109	1.044	0.953	0.19	1.93	0.14477
beta.lam0[5]	16500	0.806	0.780	0.23	1.32	0.05006

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

## Warning: Identical densities found along different segments of the distribution,
## choosing rightmost.

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	443	60.511	15.863	5.00	147.00	0.00000
D	443	37.592	9.855	3.11	91.32	0.00000
sigma	8428	0.747	0.752	0.55	0.95	0.00000
beta0.lam0	828	-4.078	-3.716	-5.72	-2.68	0.00000
beta.lam0[1]	14606	-1.474	-1.380	-2.14	-0.75	0.00000
beta.lam0[2]	14074	-0.896	-0.811	-1.67	-0.07	0.18703
beta.lam0[3]	14895	-0.109	-0.132	-0.43	0.21	0.84899
beta.lam0[4]	12029	1.050	0.999	0.15	1.90	0.15409
beta.lam0[5]	14057	-0.583	-0.418	-1.43	0.35	0.71824

Year: 2018

Species: AmericanMarten

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