SC Model Results Summary

n_sites	N_detections	rep_period	model_agg_M	iterations	burnin	thin	state_buffer
32	26	7 days	300	350000	20000	20	2.5

model	description	WAIC
sc.fm2.2	temp	184.8314
sc.fm4.0	lure + snow + temp	186.2686
sc.fm4.2	lure + snow + temp + pass	186.7731
sc.fm5.1	lure + snow + temp + pass + lure * snow	186.9352
sc.fm5.0	lure + snow + temp + pass + temp * snow	187.0641
sc.fm2.1	snow	187.4755
sc.fm3.0	lure + snow	191.2103
sc.fm1	dot model	194.1884
sc.fm2.3	pass	196.7630
sc.fm2.0	lure	200.0865
sc.fm3.1	lure + pass	200.5594

Reversible Jump MCMC:

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

cov	indicator_mean
beta.ind[2]	0.96394
psi.ind	0.24782
beta.ind[3]	0.01000
beta.ind[1]	0.00048
beta.ind[5]	0.00006
beta.ind[4]	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
beta.ind[2]	0.96321
psi.ind	0.24636
beta.ind[3]	0.01115
beta.ind[4]	0.00327
beta.ind[5]	0.00236
beta.ind[1]	0.00079
beta.ind[6]	0.00079

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

cov	indicator_mean
beta.ind[2]	0.97279
psi.ind	0.32967
beta.ind[3]	0.01558
beta.ind[1]	0.00121
beta.ind[4]	0.00006

Model summaries:

sc.fm1 summary:

dot model

summary table

param	n_effective	mean	mode	hdi_89pct_lower	hdi_89pct_upper
N	691	193.352	275.705	105.00	300.00
D	691	108.567	154.808	58.96	168.45
sigma	1515	0.135	0.125	0.09	0.18
lam0	3682	0.674	0.237	0.08	1.38

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	820	200.537	264.944	114.00	300.00	0.00000
D	820	112.601	148.766	64.01	168.45	0.00000
sigma	2339	0.143	0.132	0.09	0.19	0.00000
beta0.lam0	5942	-1.288	-1.459	-2.34	-0.37	0.11493
beta.lam0[1]	16500	0.009	0.036	-0.29	0.28	0.98252

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	850	202.644	253.284	118.00	300.00	0.00000
D	850	113.784	142.219	66.26	168.45	0.00000
sigma	2938	0.163	0.153	0.11	0.21	0.00000
beta0.lam0	5270	-3.536	-3.425	-5.18	-1.91	0.00402
beta.lam0[1]	6158	-2.681	-2.258	-4.16	-1.03	0.00000

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	860	207.121	278.037	123.00	300.00	0.00000
D	860	116.298	156.117	69.06	168.45	0.00000
sigma	2479	0.139	0.130	0.09	0.18	0.00000
beta0.lam0	6387	-1.584	-1.653	-2.66	-0.60	0.06718
beta.lam0[1]	16500	0.781	0.726	0.42	1.18	0.00346

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	802	194.523	221.747	107.00	300.00	0.00000
D	802	109.224	124.510	60.08	168.45	0.00000
sigma	2279	0.140	0.126	0.09	0.19	0.00000
beta0.lam0	5078	-1.167	-1.323	-2.42	-0.06	0.23768
beta.lam0[1]	4074	0.438	0.141	-1.38	2.13	0.97056

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	805	204.419	233.763	119.00	300.00	0.00000
D	805	114.781	131.258	66.82	168.45	0.00000
sigma	2640	0.164	0.153	0.11	0.22	0.00000
beta0.lam0	5564	-3.576	-3.402	-5.15	-1.93	0.00199
beta.lam0[1]	16500	0.075	0.115	-0.18	0.36	0.88223
beta.lam0[2]	6477	-2.687	-2.308	-4.23	-1.12	0.00000

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	712	192.730	207.981	104.00	300.00	0.00000
D	712	108.217	116.781	58.40	168.45	0.00000
sigma	1944	0.141	0.136	0.09	0.19	0.00000
beta0.lam0	4487	-1.193	-1.344	-2.47	-0.04	0.22960
beta.lam0[1]	16500	0.006	0.023	-0.28	0.29	0.98107
beta.lam0[2]	3433	0.450	0.260	-1.42	2.14	0.97381

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	747	208.535	279.674	123.00	300.00	0.00000
D	747	117.092	157.036	69.06	168.45	0.00000
sigma	3035	0.152	0.142	0.10	0.21	0.00000
beta0.lam0	5904	-3.115	-2.976	-4.73	-1.60	0.00488
beta.lam0[1]	15355	-0.123	-0.096	-0.43	0.21	0.87207
beta.lam0[2]	7405	-1.959	-1.580	-3.29	-0.52	0.01494
beta.lam0[3]	14461	0.536	0.538	0.08	1.03	0.19734

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	746	205.077	291.424	120.00	300.00	0.00000
D	746	115.150	163.634	67.38	168.45	0.00000
sigma	2200	0.151	0.133	0.10	0.20	0.00000
beta0.lam0	4279	-3.169	-3.118	-4.89	-1.44	0.01519
beta.lam0[1]	14588	-0.115	-0.111	-0.44	0.23	0.85662
beta.lam0[2]	6417	-1.962	-1.468	-3.35	-0.56	0.01497
beta.lam0[3]	13695	0.546	0.502	0.06	1.02	0.20541
beta.lam0[4]	4988	0.496	0.209	-1.06	2.00	0.94351

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	775	200.248	238.978	112.00	300.00	0.00000
D	775	112.439	134.186	62.89	168.45	0.00000
sigma	2710	0.156	0.147	0.10	0.21	0.00000
beta0.lam0	1718	-4.728	-4.355	-7.22	-2.08	0.00592
beta.lam0[1]	11074	0.005	-0.008	-0.36	0.36	0.99946
beta.lam0[2]	1676	-3.907	-2.836	-6.42	-1.18	0.00309
beta.lam0[3]	1925	2.603	2.038	0.36	4.81	0.13183
beta.lam0[4]	5401	0.501	0.359	-1.03	1.91	0.88382
beta.lam0[5]	1905	2.616	1.803	-0.05	5.30	0.31983

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	781	202.377	279.326	115.00	300.00	0.00000
D	781	113.634	156.841	64.57	168.45	0.00000
sigma	2853	0.155	0.145	0.10	0.21	0.00000
beta0.lam0	813	-5.936	-5.123	-9.33	-2.54	0.00520
beta.lam0[1]	757	-3.615	-2.624	-6.67	-0.18	0.19772
beta.lam0[2]	779	-5.111	-4.140	-8.60	-1.51	0.00371
beta.lam0[3]	7357	0.367	0.397	-0.18	0.89	0.54202
beta.lam0[4]	5178	0.556	0.471	-1.01	2.00	0.89166
beta.lam0[5]	748	-3.930	-2.981	-7.46	-0.26	0.22661

Year: 2019

Species: LongTailedWeasel

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