SC Model Results Summary

n_sites	N_detections	rep_period	model_agg_M	iterations	burnin	thin	state_buffer
32	43	7 days	300	350000	20000	20	2.5

model	description	WAIC
sc.fm4.0	lure + snow + temp	285.9300
sc.fm4.2	lure + snow + temp + pass	287.9899
sc.fm5.0	lure + snow + temp + pass + temp * snow	288.6750
sc.fm5.1	lure + snow + temp + pass + lure * snow	290.7973
sc.fm3.0	lure + snow	292.9536
sc.fm3.1	lure + pass	299.5834
sc.fm2.0	lure	299.8385
sc.fm2.1	snow	302.0749
sc.fm2.2	temp	311.0369
sc.fm1	dot model	312.3275
sc.fm2.3	pass	313.1876

Reversible Jump MCMC:

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

cov	indicator_mean
beta.ind[1]	0.76733
psi.ind	0.23828
beta.ind[2]	0.11473
beta.ind[3]	0.01479
beta.ind[6]	0.00248
beta.ind[4]	0.00000
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]	0.77230
psi.ind	0.23683
beta.ind[2]	0.11206
beta.ind[3]	0.01339
beta.ind[6]	0.00333
beta.ind[4]	0.00279
beta.ind[5]	0.00236

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

cov	indicator_mean
beta.ind[1]	0.83121
psi.ind	0.34074
beta.ind[2]	0.17933
beta.ind[3]	0.03703
beta.ind[4]	0.00024

Model summaries:

sc.fm1 summary:

dot model

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
N	3044	17.238	10.993	6.00	29.00
D	3044	9.679	6.173	3.37	16.28
sigma	6498	0.886	0.877	0.63	1.15
lam0	7543	0.171	0.126	0.05	0.28

N

D

sigma

lam0

sc.fm2.0 summary:

lure

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	779	22.742	13.909	7.00	39.00	0.00000
D	779	12.770	7.810	3.93	21.90	0.00000
sigma	4560	0.923	0.946	0.67	1.21	0.00000
beta0.lam0	6528	-2.810	-2.752	-3.70	-2.01	0.00000
beta.lam0[1]	16500	-1.214	-1.187	-1.75	-0.68	0.00035

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.

## 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	1752	21.048	11.937	7.00	36.00	0.00000
D	1752	11.819	6.703	3.93	20.21	0.00000
sigma	5340	0.906	0.925	0.63	1.18	0.00000
beta0.lam0	7736	-2.377	-2.322	-3.20	-1.60	0.00007
beta.lam0[1]	16500	0.546	0.531	0.29	0.79	0.00194

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	668	19.742	12.094	6.00	31.00	0.00000
D	668	11.085	6.791	3.37	17.41	0.00000
sigma	2981	0.906	0.917	0.65	1.18	0.00000
beta0.lam0	8805	-2.127	-2.109	-2.90	-1.38	0.00027
beta.lam0[1]	16500	0.257	0.252	-0.02	0.53	0.33178

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	789	19.567	13.129	6.00	31.00	0.00000
D	789	10.987	7.372	3.37	17.41	0.00000
sigma	3204	0.909	0.921	0.64	1.18	0.00000
beta0.lam0	8690	-2.274	-2.268	-3.06	-1.50	0.00000
beta.lam0[1]	16938	0.405	0.379	-0.23	1.06	0.58872

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.

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper	bayes_P
N	1100	27.140	13.874	7.00	48.00	0.00000
D	1100	15.239	7.790	3.37	26.39	0.00000
sigma	3872	0.909	0.923	0.63	1.20	0.00000
beta0.lam0	4667	-3.006	-2.918	-3.90	-2.11	0.00000
beta.lam0[1]	16500	-1.059	-0.977	-1.55	-0.54	0.00190
beta.lam0[2]	16500	0.480	0.470	0.23	0.72	0.00623

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

sc.fm3.1 summary:

lure + pass

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	1459	21.512	15.926	7.00	37.00	0.00000
D	1459	12.079	8.942	3.93	20.78	0.00000
sigma	4598	0.911	0.936	0.64	1.18	0.00000
beta0.lam0	8380	-2.946	-2.909	-3.79	-2.12	0.00000
beta.lam0[1]	16039	-1.235	-1.204	-1.78	-0.68	0.00037
beta.lam0[2]	16500	0.462	0.536	-0.15	1.07	0.50728

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	691	24.364	13.889	6.00	40.00	0.0000
D	691	13.680	7.798	3.37	22.46	0.0000
sigma	3215	0.909	0.925	0.64	1.20	0.0000
beta0.lam0	6875	-3.055	-3.070	-3.95	-2.20	0.0000
beta.lam0[1]	17351	-1.172	-1.113	-1.74	-0.62	0.0000
beta.lam0[2]	15917	0.580	0.575	0.31	0.83	0.0015
beta.lam0[3]	16500	0.668	0.654	0.26	1.05	0.0205

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	638	25.953	13.228	6.00	43.00	0.00000
D	638	14.572	7.427	3.37	24.14	0.00000
sigma	2423	0.890	0.906	0.60	1.18	0.00000
beta0.lam0	6804	-3.004	-3.112	-4.01	-2.06	0.00000
beta.lam0[1]	15579	-1.164	-1.103	-1.70	-0.58	0.00108
beta.lam0[2]	16500	0.591	0.589	0.33	0.88	0.00126
beta.lam0[3]	16500	0.675	0.669	0.29	1.07	0.01978
beta.lam0[4]	14527	-0.073	-0.063	-0.82	0.62	0.98404

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	463	23.378	13.922	7.00	39.00	0.00000
D	463	13.127	7.817	3.93	21.90	0.00000
sigma	3182	0.902	0.922	0.63	1.19	0.00000
beta0.lam0	6759	-2.960	-2.968	-3.92	-2.01	0.00000
beta.lam0[1]	16543	-1.161	-1.079	-1.74	-0.59	0.00000
beta.lam0[2]	15726	0.551	0.526	0.27	0.83	0.00532
beta.lam0[3]	16500	0.627	0.592	0.21	1.01	0.03859
beta.lam0[4]	14621	-0.004	-0.009	-0.72	0.71	0.99975
beta.lam0[5]	16500	0.209	0.201	-0.18	0.57	0.65036

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	524	24.567	13.909	6.00	39.00	0.00000
D	524	13.794	7.810	3.37	21.90	0.00000
sigma	2314	0.901	0.908	0.64	1.20	0.00000
beta0.lam0	6895	-3.260	-3.267	-4.25	-2.28	0.00000
beta.lam0[1]	15125	-1.545	-1.475	-2.17	-0.87	0.00000
beta.lam0[2]	15694	0.951	0.895	0.51	1.38	0.00133
beta.lam0[3]	16500	0.748	0.753	0.32	1.14	0.00987
beta.lam0[4]	15387	-0.038	0.024	-0.74	0.65	0.99699
beta.lam0[5]	15275	0.533	0.517	0.04	1.04	0.23531

Year: 2019

Species: Coyote

Study Site: Ritter Range

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