SC Model Results Summary

n_sites	N_detections	rep_period	model_agg_M	iterations	burnin	thin	state_buffer
19	5	7 days	300	350000	20000	20	2.5

model	description	WAIC
sc.fm1	dot model	55.72972
sc.fm2.1	snow	57.64239
sc.fm2.2	temp	57.95034
sc.fm2.0	lure	59.08269
sc.fm3.0	lure + snow	59.66184
sc.fm3.1	lure + pass	61.04305
sc.fm4.0	lure + snow + temp	61.13229
sc.fm4.2	lure + snow + temp + pass	63.13494
sc.fm5.0	lure + snow + temp + pass + temp * snow	64.30232
sc.fm5.1	lure + snow + temp + pass + lure * snow	64.58729
sc.fm2.3	pass	70.69572

Reversible Jump MCMC:

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

cov	indicator_mean
psi.ind	0.12600
beta.ind[2]	0.00255
beta.ind[3]	0.00097
beta.ind[1]	0.00079
beta.ind[4]	0.00000
beta.ind[5]	0.00000
beta.ind[6]	0.00000

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

cov	indicator_mean
psi.ind	0.12774
beta.ind[4]	0.00303
beta.ind[2]	0.00273
beta.ind[3]	0.00133
beta.ind[1]	0.00121
beta.ind[6]	0.00097
beta.ind[5]	0.00091

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

cov	indicator_mean
psi.ind	0.16404
beta.ind[2]	0.00376
beta.ind[1]	0.00194
beta.ind[3]	0.00127
beta.ind[4]	0.00000

Model summaries:

sc.fm1 summary:

dot model

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	760	142.700	63.250	31.00	265.00
D	760	88.651	39.294	18.64	164.01
sigma	6092	0.160	0.154	0.09	0.22
lam0	3984	0.488	0.036	0.00	1.40

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	795	192.394	284.587	93.00	300.00	0.00000
D	795	119.523	176.797	57.78	186.37	0.00000
sigma	11233	0.178	0.169	0.11	0.24	0.00000
beta0.lam0	3605	-3.566	-3.705	-5.03	-2.13	0.00585
beta.lam0[1]	16500	-0.479	-0.343	-1.45	0.52	0.90084

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	812	185.914	259.478	89.00	300.00	0.00000
D	812	115.498	161.199	55.29	186.37	0.00000
sigma	10828	0.178	0.173	0.11	0.24	0.00000
beta0.lam0	2930	-3.767	-3.709	-5.44	-2.19	0.00803
beta.lam0[1]	16500	-1.074	-0.725	-2.30	0.20	0.47135

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	777	187.801	290.991	89.00	300.00	0.00000
D	777	116.670	180.776	55.29	186.37	0.00000
sigma	8888	0.179	0.175	0.11	0.24	0.00000
beta0.lam0	3791	-3.455	-3.581	-4.92	-2.10	0.01162
beta.lam0[1]	16500	0.263	0.274	-0.46	1.03	0.82330

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	728	175.532	241.771	71.00	300.00	0.00000
D	728	109.048	150.198	44.11	186.37	0.00000
sigma	10503	0.173	0.168	0.11	0.24	0.00000
beta0.lam0	2576	-2.955	-3.139	-4.80	-1.38	0.04518
beta.lam0[1]	10756	-14.668	-0.439	-55.16	9.39	0.96887

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	823	186.264	228.527	92.00	300.00	0.00000
D	823	115.715	141.970	57.15	186.37	0.00000
sigma	12047	0.178	0.175	0.11	0.24	0.00000
beta0.lam0	5030	-4.013	-4.059	-5.76	-2.42	0.00694
beta.lam0[1]	16500	-0.498	-0.250	-1.49	0.55	0.91412
beta.lam0[2]	17008	-1.057	-0.707	-2.26	0.19	0.42992

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	664	178.378	289.116	75.00	300.00	0.00000
D	664	110.816	179.611	45.97	185.75	0.00000
sigma	9537	0.175	0.170	0.11	0.24	0.00000
beta0.lam0	2585	-3.239	-3.545	-5.06	-1.56	0.03592
beta.lam0[1]	16947	-0.459	-0.274	-1.37	0.55	0.89140
beta.lam0[2]	4333	-0.251	-0.315	-3.84	2.84	0.96072

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	754	186.930	274.010	88.00	300.00	0.00000
D	754	116.129	170.226	54.67	186.37	0.00000
sigma	12413	0.178	0.173	0.11	0.24	0.00000
beta0.lam0	4752	-4.130	-4.266	-5.89	-2.48	0.00702
beta.lam0[1]	16500	-0.521	-0.265	-1.50	0.56	0.88290
beta.lam0[2]	16500	-1.083	-0.725	-2.35	0.25	0.48713
beta.lam0[3]	15954	-0.006	-0.060	-0.84	0.80	0.99398

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	707	174.616	230.792	74.00	300.00	0.00000
D	707	108.479	143.377	45.97	186.37	0.00000
sigma	8877	0.173	0.170	0.11	0.24	0.00000
beta0.lam0	2401	-3.770	-3.903	-5.95	-1.92	0.02805
beta.lam0[1]	16500	-0.506	-0.255	-1.52	0.60	0.91571
beta.lam0[2]	17491	-1.091	-0.749	-2.33	0.24	0.49288
beta.lam0[3]	16500	-0.013	-0.060	-0.83	0.82	0.99194
beta.lam0[4]	1019	-0.279	-0.547	-3.98	2.80	0.95550

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	694	177.424	250.220	73.00	300.00	0.00000
D	694	110.223	155.447	44.73	185.75	0.00000
sigma	8692	0.173	0.172	0.10	0.24	0.00000
beta0.lam0	1463	-4.178	-4.164	-6.54	-2.06	0.02495
beta.lam0[1]	16500	-0.552	-0.153	-1.65	0.62	0.95271
beta.lam0[2]	13816	-1.700	-1.237	-3.32	-0.03	0.22333
beta.lam0[3]	14734	0.643	0.277	-0.77	2.04	0.90973
beta.lam0[4]	4231	-0.365	-0.646	-4.05	2.73	0.94567
beta.lam0[5]	15177	1.198	0.853	-0.61	2.88	0.60041

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	613	171.026	200.850	67.00	300.00	0.00000
D	613	106.248	124.777	41.00	185.75	0.00000
sigma	10216	0.172	0.166	0.10	0.24	0.00000
beta0.lam0	2725	-3.993	-4.228	-6.22	-1.94	0.02505
beta.lam0[1]	16500	-0.481	-0.352	-1.81	0.79	0.83726
beta.lam0[2]	15956	-1.238	-0.888	-2.74	0.41	0.53341
beta.lam0[3]	16500	-0.078	-0.053	-0.95	0.78	0.99110
beta.lam0[4]	4649	-0.274	-0.651	-4.13	3.01	0.93239
beta.lam0[5]	16500	0.472	0.556	-0.86	1.89	0.74570

Year: 2018

Species: LongTailedWeasel

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