SC Model Results Summary

n_sites	N_detections	rep_period	model_agg_M	iterations	burnin	thin	state_buffer
19	66	7 days	300	350000	20000	20	2.5

model	description	WAIC
sc.fm2.2	temp	401.3381
sc.fm2.0	lure	402.6276
sc.fm3.1	lure + pass	403.1672
sc.fm4.0	lure + snow + temp	405.1243
sc.fm1	dot model	405.1430
sc.fm3.0	lure + snow	405.8577
sc.fm4.2	lure + snow + temp + pass	406.0668
sc.fm2.3	pass	406.8147
sc.fm5.1	lure + snow + temp + pass + lure * snow	407.5003
sc.fm5.0	lure + snow + temp + pass + temp * snow	408.0113
sc.fm2.1	snow	410.0576

Reversible Jump MCMC:

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

cov	indicator_mean
psi.ind	0.12731
beta.ind[1]	0.00897
beta.ind[3]	0.00497
beta.ind[2]	0.00048
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	0.12769
beta.ind[1]	0.00867
beta.ind[3]	0.00564
beta.ind[4]	0.00121
beta.ind[2]	0.00048
beta.ind[5]	0.00024
beta.ind[6]	0.00018

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

cov	indicator_mean
psi.ind	0.17000
beta.ind[1]	0.01218
beta.ind[3]	0.00636
beta.ind[2]	0.00055
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.

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper
N	561	109.797	58.592	16.00	216.00
D	561	68.211	36.400	9.94	134.19
sigma	796	0.296	0.263	0.16	0.43
lam0	4919	0.477	0.364	0.15	0.73

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	bayes_P
N	614	124.925	66.574	24.00	240.00	0.00000
D	614	77.609	41.358	14.29	148.48	0.00000
sigma	889	0.298	0.258	0.17	0.43	0.00000
beta0.lam0	5693	-1.299	-1.283	-1.99	-0.61	0.02204
beta.lam0[1]	15960	-0.459	-0.438	-0.76	-0.17	0.03856

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	607	115.323	59.413	18.00	218.00	0.00000
D	607	71.644	36.910	11.18	135.43	0.00000
sigma	964	0.300	0.264	0.16	0.43	0.00000
beta0.lam0	5338	-1.066	-1.045	-1.76	-0.42	0.04639
beta.lam0[1]	16500	-0.101	-0.094	-0.30	0.11	0.75012

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	576	119.435	56.293	21.00	231.00	0.00000
D	576	74.198	34.972	12.42	142.89	0.00000
sigma	914	0.295	0.246	0.16	0.43	0.00000
beta0.lam0	5148	-1.087	-1.077	-1.80	-0.45	0.04604
beta.lam0[1]	16500	0.325	0.329	0.12	0.53	0.04525

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	566	115.445	62.278	19.00	226.00	0.00000
D	566	71.719	38.689	11.80	140.40	0.00000
sigma	831	0.296	0.263	0.15	0.43	0.00000
beta0.lam0	4369	-0.918	-0.953	-1.74	-0.23	0.12595
beta.lam0[1]	4030	-0.107	-0.418	-1.54	1.14	0.92370

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	653	120.106	59.949	25.00	231.00	0.00000
D	653	74.615	37.243	14.91	142.89	0.00000
sigma	1051	0.301	0.267	0.17	0.43	0.00000
beta0.lam0	5938	-1.304	-1.275	-2.00	-0.63	0.02005
beta.lam0[1]	16500	-0.485	-0.493	-0.79	-0.18	0.03294
beta.lam0[2]	16500	-0.136	-0.111	-0.35	0.06	0.60543

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	613	117.481	62.903	20.00	225.00	0.00000
D	613	72.984	39.078	12.42	139.78	0.00000
sigma	920	0.300	0.272	0.17	0.44	0.00000
beta0.lam0	3714	-1.144	-1.140	-2.00	-0.44	0.06244
beta.lam0[1]	16500	-0.457	-0.436	-0.76	-0.16	0.04563
beta.lam0[2]	6854	-0.155	-0.329	-1.54	1.06	0.90125

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

sc.fm4.0 summary:

lure + snow + temp

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	624	121.321	58.841	21.00	231.00	0.00000
D	624	75.370	36.554	12.42	142.89	0.00000
sigma	1014	0.299	0.265	0.16	0.43	0.00000
beta0.lam0	5062	-1.283	-1.310	-2.02	-0.60	0.02599
beta.lam0[1]	16500	-0.375	-0.390	-0.70	-0.05	0.17911
beta.lam0[2]	16500	-0.075	-0.079	-0.28	0.14	0.84627
beta.lam0[3]	16500	0.213	0.194	-0.02	0.44	0.32151

N

D

sigma

beta0.lam0

beta.lam0[1]

beta.lam0[2]

beta.lam0[3]

sc.fm4.2 summary:

lure + snow + temp + 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	537	118.222	55.404	20.00	232.00	0.00000
D	537	73.445	34.419	12.42	144.13	0.00000
sigma	831	0.297	0.255	0.16	0.43	0.00000
beta0.lam0	4284	-1.131	-1.166	-1.96	-0.37	0.08191
beta.lam0[1]	16500	-0.372	-0.384	-0.69	-0.04	0.19236
beta.lam0[2]	16500	-0.075	-0.065	-0.29	0.13	0.84324
beta.lam0[3]	16108	0.215	0.228	-0.02	0.44	0.35261
beta.lam0[4]	4485	-0.140	-0.322	-1.50	1.13	0.88175

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.

## 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	570	113.853	50.244	20.00	224.00	0.00000
D	570	70.730	31.214	9.94	136.67	0.00000
sigma	860	0.303	0.263	0.16	0.43	0.00000
beta0.lam0	2986	-1.117	-1.096	-1.97	-0.36	0.08613
beta.lam0[1]	16500	-0.383	-0.332	-0.70	-0.04	0.17699
beta.lam0[2]	16500	-0.105	-0.117	-0.32	0.11	0.80924
beta.lam0[3]	16500	0.231	0.224	-0.01	0.47	0.30448
beta.lam0[4]	3488	-0.128	-0.237	-1.56	1.16	0.92061
beta.lam0[5]	16500	0.112	0.118	-0.15	0.38	0.79313

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	565	118.475	75.077	19.00	230.00	0.00000
D	565	73.602	46.641	11.80	142.89	0.00000
sigma	869	0.298	0.248	0.16	0.43	0.00000
beta0.lam0	4399	-1.211	-1.200	-2.03	-0.46	0.05514
beta.lam0[1]	15442	-0.423	-0.415	-0.74	-0.06	0.14569
beta.lam0[2]	16500	-0.277	-0.234	-0.64	0.08	0.54805
beta.lam0[3]	17599	0.207	0.215	-0.02	0.44	0.36511
beta.lam0[4]	4698	-0.134	-0.386	-1.53	1.13	0.91253
beta.lam0[5]	16500	-0.284	-0.244	-0.67	0.15	0.62168

Year: 2018

Species: WhiteTailedJackrabbit

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