Summary of statistical analysis (GLNM) outputs
  
•	Dependent Variable: Swarming start time; Predictor: Month

Model Information	
Dependent Variable	Start time	
Probability Distribution	Gamma	
Link Function	Log	

Continuous Variable Information	
	N	Minimum	Maximum	Mean	Std. Deviation	
Dependent Variable	Start time	480	1047	1127	1091.10	19.954	

Goodness of Fita	
	Value	df	Value/df	
Deviance	.013	468	.000	
Scaled Deviance	480.002	468		
Pearson Chi-Square	.013	468	.000	
Scaled Pearson Chi-Square	480.108	468		
Log Likelihoodb	-1516.651			
Akaike's Information Criterion (AIC)	3059.301			
Finite Sample Corrected AIC (AICC)	3060.083			
Bayesian Information Criterion (BIC)	3113.561			
Consistent AIC (CAIC)	3126.561			
Model: (Intercept), Montha	
a. Information criteria are in smaller-is-better form.	
b. The full log likelihood function is displayed and used in computing information criteria.	

Omnibus Testa	
Likelihood Ratio Chi-Square	df	Sig.	
1202.158	11	.000	
Model: (Intercept), Montha	
a. Compares the fitted model against the intercept-only model.	

Tests of Model Effects	
Source	Type III	
	Wald Chi-Square	df	Sig.	
(Intercept)	936117893.492	1	.000	
Month	8797.566	11	.000	
Model: (Intercept), Month	

Estimated Marginal Means: Month	
Month	Mean	Std. Error	95% Wald Confidence Interval	
			Lower	Upper	
13.07	1120.82	.458	1119.92	1121.72	
13.08	1112.62	.679	1111.30	1113.96	
13.09	1098.69	1.107	1096.52	1100.86	
13.10	1076.41	.872	1074.70	1078.12	
13.11	1065.24	.623	1064.02	1066.46	
13.12	1065.24	.825	1063.63	1066.86	
14.01	1073.95	1.319	1071.37	1076.54	
14.02	1089.83	.816	1088.23	1091.43	
14.03	1099.94	.935	1098.11	1101.77	
14.04	1104.63	.613	1103.43	1105.84	
14.05	1106.57	.584	1105.42	1107.71	
14.06	1115.26	1.117	1113.07	1117.45	

Pairwise Comparisons	
(I) Month	(J) Month	Mean Difference (I-J)	Std. Error	df	Sequential Bonferroni Sig.	95% Wald Confidence Interval for Differenceb	
						Lower	Upper	
13.07	13.08	8.19a	.819	1	.000	5.44	10.95	
	13.09	22.13a	1.198	1	.000	18.10	26.16	
	13.10	44.41a	.985	1	.000	41.10	47.72	
	13.11	55.58a	.773	1	.000	52.99	58.18	
	13.12	55.58a	.943	1	.000	52.42	58.74	
	14.01	46.87a	1.396	1	.000	42.20	51.54	
	14.02	30.99a	.936	1	.000	27.86	34.12	
	14.03	20.88a	1.041	1	.000	17.40	24.35	
	14.04	16.18a	.765	1	.000	13.63	18.73	
	14.05	14.25a	.743	1	.000	11.78	16.72	
	14.06	5.56a	1.208	1	.000	2.31	8.81	
13.08	13.07	-8.19a	.819	1	.000	-10.95	-5.44	
	13.09	13.94a	1.298	1	.000	9.62	18.25	
	13.10	36.21a	1.105	1	.000	32.55	39.88	
	13.11	47.39a	.921	1	.000	44.34	50.44	
	13.12	47.38a	1.068	1	.000	43.85	50.91	
	14.01	38.68a	1.483	1	.000	33.78	43.57	
	14.02	22.80a	1.061	1	.000	19.30	26.29	
	14.03	12.69a	1.155	1	.000	8.88	16.49	
	14.04	7.99a	.914	1	.000	4.99	10.99	
	14.05	6.06a	.895	1	.000	3.45	8.67	
	14.06	-2.63	1.307	1	.176	-5.90	.63	
13.09	13.07	-22.13a	1.198	1	.000	-26.16	-18.10	
	13.08	-13.94a	1.298	1	.000	-18.25	-9.62	
	13.10	22.28a	1.409	1	.000	17.65	26.90	
	13.11	33.45a	1.270	1	.000	29.30	37.61	
	13.12	33.45a	1.380	1	.000	28.94	37.96	
	14.01	24.74a	1.722	1	.000	19.13	30.35	
	14.02	8.86a	1.375	1	.000	4.88	12.83	
	14.03	-1.25	1.449	1	.775	-4.50	2.00	
	14.04	-5.95a	1.265	1	.000	-9.41	-2.49	
	14.05	-7.88a	1.252	1	.000	-11.47	-4.29	
	14.06	-16.57a	1.573	1	.000	-21.69	-11.45	
13.10	13.07	-44.41a	.985	1	.000	-47.72	-41.10	
	13.08	-36.21a	1.105	1	.000	-39.88	-32.55	
	13.09	-22.28a	1.409	1	.000	-26.90	-17.65	
	13.11	11.18a	1.072	1	.000	7.70	14.66	
	13.12	11.17a	1.200	1	.000	7.28	15.06	
	14.01	2.46	1.581	1	.357	-1.32	6.25	
	14.02	-13.42a	1.194	1	.000	-17.28	-9.55	
	14.03	-23.53a	1.279	1	.000	-27.65	-19.40	
	14.04	-28.22a	1.066	1	.000	-31.65	-24.79	
	14.05	-30.16a	1.050	1	.000	-33.53	-26.78	
	14.06	-38.85a	1.417	1	.000	-43.39	-34.30	
13.11	13.07	-55.58a	.773	1	.000	-58.18	-52.99	
	13.08	-47.39a	.921	1	.000	-50.44	-44.34	
	13.09	-33.45a	1.270	1	.000	-37.61	-29.30	
	13.10	-11.18a	1.072	1	.000	-14.66	-7.70	
	13.12	-.01	1.033	1	.995	-2.03	2.02	
	14.01	-8.71a	1.458	1	.000	-12.81	-4.62	
	14.02	-24.59a	1.026	1	.000	-27.87	-21.31	
	14.03	-34.70a	1.123	1	.000	-38.29	-31.12	
	14.04	-39.40a	.874	1	.000	-42.18	-36.62	
	14.05	-41.33a	.854	1	.000	-44.04	-38.62	
	14.06	-50.02a	1.279	1	.000	-54.07	-45.98	
13.12	13.07	-55.58a	.943	1	.000	-58.74	-52.42	
	13.08	-47.38a	1.068	1	.000	-50.91	-43.85	
	13.09	-33.45a	1.380	1	.000	-37.96	-28.94	
	13.10	-11.17a	1.200	1	.000	-15.06	-7.28	
	13.11	.01	1.033	1	.995	-2.02	2.03	
	14.01	-8.71a	1.555	1	.000	-13.02	-4.39	
	14.02	-24.59a	1.160	1	.000	-28.24	-20.93	
	14.03	-34.70a	1.247	1	.000	-38.62	-30.78	
	14.04	-39.39a	1.027	1	.000	-42.61	-36.17	
	14.05	-41.33a	1.010	1	.000	-44.48	-38.17	
	14.06	-50.02a	1.388	1	.000	-54.34	-45.69	
14.01	13.07	-46.87a	1.396	1	.000	-51.54	-42.20	
	13.08	-38.68a	1.483	1	.000	-43.57	-33.78	
	13.09	-24.74a	1.722	1	.000	-30.35	-19.13	
	13.10	-2.46	1.581	1	.357	-6.25	1.32	
	13.11	8.71a	1.458	1	.000	4.62	12.81	
	13.12	8.71a	1.555	1	.000	4.39	13.02	
	14.02	-15.88a	1.551	1	.000	-20.69	-11.07	
	14.03	-25.99a	1.617	1	.000	-30.99	-21.00	
	14.04	-30.69a	1.454	1	.000	-35.16	-26.21	
	14.05	-32.62a	1.442	1	.000	-37.04	-28.20	
	14.06	-41.31a	1.728	1	.000	-46.59	-36.03	
14.02	13.07	-30.99a	.936	1	.000	-34.12	-27.86	
	13.08	-22.80a	1.061	1	.000	-26.29	-19.30	
	13.09	-8.86a	1.375	1	.000	-12.83	-4.88	
	13.10	13.42a	1.194	1	.000	9.55	17.28	
	13.11	24.59a	1.026	1	.000	21.31	27.87	
	13.12	24.59a	1.160	1	.000	20.93	28.24	
	14.01	15.88a	1.551	1	.000	11.07	20.69	
	14.03	-10.11a	1.241	1	.000	-13.78	-6.44	
	14.04	-14.81a	1.020	1	.000	-17.91	-11.71	
	14.05	-16.74a	1.003	1	.000	-19.77	-13.71	
	14.06	-25.43a	1.383	1	.000	-29.59	-21.27	
14.03	13.07	-20.88a	1.041	1	.000	-24.35	-17.40	
	13.08	-12.69a	1.155	1	.000	-16.49	-8.88	
	13.09	1.25	1.449	1	.775	-2.00	4.50	
	13.10	23.53a	1.279	1	.000	19.40	27.65	
	13.11	34.70a	1.123	1	.000	31.12	38.29	
	13.12	34.70a	1.247	1	.000	30.78	38.62	
	14.01	25.99a	1.617	1	.000	21.00	30.99	
	14.02	10.11a	1.241	1	.000	6.44	13.78	
	14.04	-4.69a	1.118	1	.000	-7.64	-1.75	
	14.05	-6.63a	1.102	1	.000	-9.76	-3.50	
	14.06	-15.32a	1.457	1	.000	-19.68	-10.96	
14.04	13.07	-16.18a	.765	1	.000	-18.73	-13.63	
	13.08	-7.99a	.914	1	.000	-10.99	-4.99	
	13.09	5.95a	1.265	1	.000	2.49	9.41	
	13.10	28.22a	1.066	1	.000	24.79	31.65	
	13.11	39.40a	.874	1	.000	36.62	42.18	
	13.12	39.39a	1.027	1	.000	36.17	42.61	
	14.01	30.69a	1.454	1	.000	26.21	35.16	
	14.02	14.81a	1.020	1	.000	11.71	17.91	
	14.03	4.69a	1.118	1	.000	1.75	7.64	
	14.05	-1.93	.847	1	.112	-4.11	.25	
	14.06	-10.62a	1.274	1	.000	-14.41	-6.83	
14.05	13.07	-14.25a	.743	1	.000	-16.72	-11.78	
	13.08	-6.06a	.895	1	.000	-8.67	-3.45	
	13.09	7.88a	1.252	1	.000	4.29	11.47	
	13.10	30.16a	1.050	1	.000	26.78	33.53	
	13.11	41.33a	.854	1	.000	38.62	44.04	
	13.12	41.33a	1.010	1	.000	38.17	44.48	
	14.01	32.62a	1.442	1	.000	28.20	37.04	
	14.02	16.74a	1.003	1	.000	13.71	19.77	
	14.03	6.63a	1.102	1	.000	3.50	9.76	
	14.04	1.93	.847	1	.112	-.25	4.11	
	14.06	-8.69a	1.261	1	.000	-12.39	-4.99	
14.06	13.07	-5.56a	1.208	1	.000	-8.81	-2.31	
	13.08	2.63	1.307	1	.176	-.63	5.90	
	13.09	16.57a	1.573	1	.000	11.45	21.69	
	13.10	38.85a	1.417	1	.000	34.30	43.39	
	13.11	50.02a	1.279	1	.000	45.98	54.07	
	13.12	50.02a	1.388	1	.000	45.69	54.34	
	14.01	41.31a	1.728	1	.000	36.03	46.59	
	14.02	25.43a	1.383	1	.000	21.27	29.59	
	14.03	15.32a	1.457	1	.000	10.96	19.68	
	14.04	10.62a	1.274	1	.000	6.83	14.41	
	14.05	8.69a	1.261	1	.000	4.99	12.39	
Pairwise comparisons of estimated marginal means based on the original scale of dependent variable Start time	
a. The mean difference is significant at the .05 level.	
b. Confidence interval bounds are approximate.	

•	Dependent Variable: Swarming end time; Predictor: Month 

Model Information	
Dependent Variable	End time	
Probability Distribution	Gamma	
Link Function	Log	

Continuous Variable Information	
	N	Minimum	Maximum	Mean	Std. Deviation	
Dependent Variable	Endtime	480	1090	1147	1119.41	16.767	

Goodness of Fita	
	Value	df	Value/df	
Deviance	.006	468	.000	
Scaled Deviance	480.002	468		
Pearson Chi-Square	.006	468	.000	
Scaled Pearson Chi-Square	479.765	468		
Log Likelihoodb	-1345.691			
Akaike's Information Criterion (AIC)	2717.382			
Finite Sample Corrected AIC (AICC)	2718.163			
Bayesian Information Criterion (BIC)	2771.641			
Consistent AIC (CAIC)	2784.641			
Model: (Intercept), Montha	
a. Information criteria are in smaller-is-better form.	
b. The full log likelihood function is displayed and used in computing information criteria.	

Omnibus Testa	
Likelihood Ratio Chi-Square	df	Sig.	
1376.749	11	.000	
Model: (Intercept), Montha	
a. Compares the fitted model against the intercept-only model.	

Tests of Model Effects	
Source	Type III	
	Wald Chi-Square	df	Sig.	
(Intercept)	1861483484.523	1	.000	
Month	13830.380	11	.000	
Model: (Intercept), Month	

Estimated Marginal Means: Month
Month	Mean	Std. Error	95% Wald Confidence Interval	
			Lower	Upper	
13.07	1143.61	.340	1142.94	1144.27	
13.08	1132.47	.747	1131.00	1133.93	
13.09	1119.44	.955	1117.57	1121.31	
13.10	1101.43	.570	1100.31	1102.55	
13.11	1095.53	.476	1094.60	1096.46	
13.12	1100.05	.474	1099.12	1100.98	
14.01	1113.05	.742	1111.60	1114.51	
14.02	1123.14	.471	1122.22	1124.07	
14.03	1130.55	.534	1129.50	1131.59	
14.04	1128.59	.606	1127.40	1129.77	
14.05	1134.35	.922	1132.55	1136.16	
14.06	1143.20	.408	1142.40	1144.00	

Pairwise Comparisons	
(I) Month	(J) Month	Mean Difference (I-J)	Std. Error	df	Sequential Bonferroni Sig.	95% Wald Confidence Interval for Differenceb	
						Lower	Upper	
13.07	13.08	11.14a	.821	1	.000	8.37	13.90	
	13.09	24.17a	1.014	1	.000	20.76	27.58	
	13.10	42.18a	.664	1	.000	39.95	44.41	
	13.11	48.08a	.585	1	.000	46.11	50.04	
	13.12	43.56a	.583	1	.000	41.60	45.51	
	14.01	30.55a	.817	1	.000	27.82	33.29	
	14.02	20.46a	.581	1	.000	18.52	22.41	
	14.03	13.06a	.633	1	.000	10.95	15.17	
	14.04	15.02a	.695	1	.000	12.70	17.34	
	14.05	9.25a	.983	1	.000	5.98	12.53	
	14.06	.41	.531	1	.444	-.63	1.45	
13.08	13.07	-11.14a	.821	1	.000	-13.90	-8.37	
	13.09	13.03a	1.213	1	.000	9.00	17.06	
	13.10	31.04a	.940	1	.000	27.92	34.16	
	13.11	36.94a	.886	1	.000	34.00	39.88	
	13.12	32.42a	.885	1	.000	29.49	35.35	
	14.01	19.42a	1.053	1	.000	15.94	22.89	
	14.02	9.33a	.884	1	.000	6.41	12.24	
	14.03	1.92	.918	1	.145	-.37	4.22	
	14.04	3.88a	.962	1	.000	1.25	6.51	
	14.05	-1.88	1.187	1	.226	-4.54	.78	
	14.06	-10.73a	.851	1	.000	-13.53	-7.93	
13.09	13.07	-24.17a	1.014	1	.000	-27.58	-20.76	
	13.08	-13.03a	1.213	1	.000	-17.06	-9.00	
	13.10	18.01a	1.112	1	.000	14.36	21.67	
	13.11	23.91a	1.067	1	.000	20.41	27.41	
	13.12	19.39a	1.066	1	.000	15.90	22.88	
	14.01	6.38a	1.210	1	.000	2.99	9.78	
	14.02	-3.71a	1.065	1	.003	-6.52	-.90	
	14.03	-11.11a	1.094	1	.000	-14.68	-7.53	
	14.04	-9.15a	1.131	1	.000	-12.44	-5.85	
	14.05	-14.91a	1.328	1	.000	-19.24	-10.58	
	14.06	-23.76a	1.038	1	.000	-27.14	-20.38	
13.10	13.07	-42.18a	.664	1	.000	-44.41	-39.95	
	13.08	-31.04a	.940	1	.000	-34.16	-27.92	
	13.09	-18.01a	1.112	1	.000	-21.67	-14.36	
	13.11	5.90a	.743	1	.000	3.75	8.05	
	13.12	1.38	.742	1	.189	-.40	3.15	
	14.01	-11.63a	.936	1	.000	-14.67	-8.59	
	14.02	-21.72a	.740	1	.000	-24.11	-19.32	
	14.03	-29.12a	.781	1	.000	-31.65	-26.59	
	14.04	-27.16a	.832	1	.000	-29.85	-24.47	
	14.05	-32.92a	1.084	1	.000	-36.42	-29.43	
	14.06	-41.77a	.701	1	.000	-44.03	-39.52	
13.11	13.07	-48.08a	.585	1	.000	-50.04	-46.11	
	13.08	-36.94a	.886	1	.000	-39.88	-34.00	
	13.09	-23.91a	1.067	1	.000	-27.41	-20.41	
	13.10	-5.90a	.743	1	.000	-8.05	-3.75	
	13.12	-4.52a	.672	1	.000	-6.43	-2.61	
	14.01	-17.52a	.882	1	.000	-20.35	-14.70	
	14.02	-27.61a	.670	1	.000	-29.76	-25.47	
	14.03	-35.02a	.715	1	.000	-37.30	-32.73	
	14.04	-33.06a	.771	1	.000	-35.51	-30.60	
	14.05	-38.82a	1.038	1	.000	-42.11	-35.53	
	14.06	-47.67a	.627	1	.000	-49.65	-45.69	
13.12	13.07	-43.56a	.583	1	.000	-45.51	-41.60	
	13.08	-32.42a	.885	1	.000	-35.35	-29.49	
	13.09	-19.39a	1.066	1	.000	-22.88	-15.90	
	13.10	-1.38	.742	1	.189	-3.15	.40	
	13.11	4.52a	.672	1	.000	2.61	6.43	
	14.01	-13.00a	.881	1	.000	-15.78	-10.23	
	14.02	-23.09a	.668	1	.000	-25.20	-20.99	
	14.03	-30.50a	.714	1	.000	-32.73	-28.26	
	14.04	-28.54a	.769	1	.000	-30.94	-26.13	
	14.05	-34.30a	1.037	1	.000	-37.53	-31.08	
	14.06	-43.15a	.625	1	.000	-45.09	-41.21	
14.01	13.07	-30.55a	.817	1	.000	-33.29	-27.82	
	13.08	-19.42a	1.053	1	.000	-22.89	-15.94	
	13.09	-6.38a	1.210	1	.000	-9.78	-2.99	
	13.10	11.63a	.936	1	.000	8.59	14.67	
	13.11	17.52a	.882	1	.000	14.70	20.35	
	13.12	13.00a	.881	1	.000	10.23	15.78	
	14.02	-10.09a	.879	1	.000	-12.81	-7.37	
	14.03	-17.49a	.914	1	.000	-20.31	-14.68	
	14.04	-15.53a	.959	1	.000	-18.47	-12.59	
	14.05	-21.30a	1.184	1	.000	-24.91	-17.69	
	14.06	-30.15a	.847	1	.000	-32.72	-27.57	
14.02	13.07	-20.46a	.581	1	.000	-22.41	-18.52	
	13.08	-9.33a	.884	1	.000	-12.24	-6.41	
	13.09	3.71a	1.065	1	.003	.90	6.52	
	13.10	21.72a	.740	1	.000	19.32	24.11	
	13.11	27.61a	.670	1	.000	25.47	29.76	
	13.12	23.09a	.668	1	.000	20.99	25.20	
	14.01	10.09a	.879	1	.000	7.37	12.81	
	14.03	-7.40a	.712	1	.000	-9.56	-5.25	
	14.04	-5.44a	.768	1	.000	-7.64	-3.24	
	14.05	-11.21a	1.036	1	.000	-14.32	-8.09	
	14.06	-20.06a	.623	1	.000	-21.92	-18.19	
14.03	13.07	-13.06a	.633	1	.000	-15.17	-10.95	
	13.08	-1.92	.918	1	.145	-4.22	.37	
	13.09	11.11a	1.094	1	.000	7.53	14.68	
	13.10	29.12a	.781	1	.000	26.59	31.65	
	13.11	35.02a	.715	1	.000	32.73	37.30	
	13.12	30.50a	.714	1	.000	28.26	32.73	
	14.01	17.49a	.914	1	.000	14.68	20.31	
	14.02	7.40a	.712	1	.000	5.25	9.56	
	14.04	1.96	.808	1	.076	-.12	4.04	
	14.05	-3.81a	1.066	1	.002	-6.67	-.94	
	14.06	-12.65a	.672	1	.000	-14.65	-10.66	
14.04	13.07	-15.02a	.695	1	.000	-17.34	-12.70	
	13.08	-3.88a	.962	1	.000	-6.51	-1.25	
	13.09	9.15a	1.131	1	.000	5.85	12.44	
	13.10	27.16a	.832	1	.000	24.47	29.85	
	13.11	33.06a	.771	1	.000	30.60	35.51	
	13.12	28.54a	.769	1	.000	26.13	30.94	
	14.01	15.53a	.959	1	.000	12.59	18.47	
	14.02	5.44a	.768	1	.000	3.24	7.64	
	14.03	-1.96	.808	1	.076	-4.04	.12	
	14.05	-5.77a	1.104	1	.000	-8.83	-2.71	
	14.06	-14.61a	.731	1	.000	-16.77	-12.46	
14.05	13.07	-9.25a	.983	1	.000	-12.53	-5.98	
	13.08	1.88	1.187	1	.226	-.78	4.54	
	13.09	14.91a	1.328	1	.000	10.58	19.24	
	13.10	32.92a	1.084	1	.000	29.43	36.42	
	13.11	38.82a	1.038	1	.000	35.53	42.11	
	13.12	34.30a	1.037	1	.000	31.08	37.53	
	14.01	21.30a	1.184	1	.000	17.69	24.91	
	14.02	11.21a	1.036	1	.000	8.09	14.32	
	14.03	3.81a	1.066	1	.002	.94	6.67	
	14.04	5.77a	1.104	1	.000	2.71	8.83	
	14.06	-8.85a	1.008	1	.000	-11.81	-5.89	
14.06	13.07	-.41	.531	1	.444	-1.45	.63	
	13.08	10.73a	.851	1	.000	7.93	13.53	
	13.09	23.76a	1.038	1	.000	20.38	27.14	
	13.10	41.77a	.701	1	.000	39.52	44.03	
	13.11	47.67a	.627	1	.000	45.69	49.65	
	13.12	43.15a	.625	1	.000	41.21	45.09	
	14.01	30.15a	.847	1	.000	27.57	32.72	
	14.02	20.06a	.623	1	.000	18.19	21.92	
	14.03	12.65a	.672	1	.000	10.66	14.65	
	14.04	14.61a	.731	1	.000	12.46	16.77	
	14.05	8.85a	1.008	1	.000	5.89	11.81	
Pairwise comparisons of estimated marginal means based on the original scale of dependent variable End time	
a. The mean difference is significant at the .05 level.	
b. Confidence interval bounds are approximate.	

•	Dependent Variable: Swarming sunset time; Predictor: Month 

Model Information	
Dependent Variable	Sunset	
Probability Distribution	Gamma	
Link Function	Log	

Continuous Variable Information	
	N	Minimum	Maximum	Mean	Std. Deviation	
Dependent Variable	Sunset	480	1069	1123	1096.26	17.334	

Goodness of Fita	
	Value	df	Value/df	
Deviance	.003	468	.000	
Scaled Deviance	480.001	468		
Pearson Chi-Square	.003	468	.000	
Scaled Pearson Chi-Square	480.267	468		
Log Likelihoodb	-1199.308			
Akaike's Information Criterion (AIC)	2424.616			
Finite Sample Corrected AIC (AICC)	2425.398			
Bayesian Information Criterion (BIC)	2478.876			
Consistent AIC (CAIC)	2491.876			
Model: (Intercept). Montha	
a. Information criteria are in smaller-is-better form.	
b. The full log likelihood function is displayed and used in computing information criteria.	

Omnibus Testa	
Likelihood Ratio Chi-Square	df	Sig.	
1701.890	11	.000	

Model: (Intercept). Montha	
a. Compares the fitted model against the intercept-only model.	

Tests of Model Effects	
Source	Type III	
	Wald Chi-Square	df	Sig.	
(Intercept)	3411035910.201	1	.000	
Month	94596.970	11	.000	
Model: (Intercept). Month	

Estimated Marginal Means: Month
Month	Mean	Std. Error	95% Wald Confidence Interval	
			Lower	Upper	
13.07	1121.76	.219	1121.33	1122.19	
13.08	1111.81	.789	1110.27	1113.36	
13.09	1094.75	.824	1093.14	1096.37	
13.10	1077.19	.453	1076.30	1078.08	
13.11	1069.88	.123	1069.64	1070.12	
13.12	1075.97	.454	1075.08	1076.86	
14.01	1091.74	.620	1090.52	1092.95	
14.02	1102.14	.379	1101.40	1102.89	
14.03	1106.27	.089	1106.10	1106.45	
14.04	1107.20	.062	1107.07	1107.32	
14.05	1111.14	.306	1110.54	1111.74	
14.06	1119.09	.290	1118.52	1119.65	

Pairwise Comparisons	
(I) Month	(J) Month	Mean Difference (I-J)	Std. Error	df	Sequential Bonferroni Sig.	95% Wald Confidence Interval for Differenceb	
						Lower	Upper	
13.07	13.08	9.95a	.818	1	.000	7.19	12.70	
	13.09	27.01a	.853	1	.000	24.14	29.88	
	13.10	44.57a	.503	1	.000	42.88	46.26	
	13.11	51.88a	.251	1	.000	51.03	52.72	
	13.12	45.79a	.504	1	.000	44.10	47.48	
	14.01	30.02a	.658	1	.000	27.82	32.22	
	14.02	19.61a	.438	1	.000	18.15	21.08	
	14.03	15.48a	.236	1	.000	14.70	16.27	
	14.04	14.56a	.227	1	.000	13.81	15.32	
	14.05	10.62a	.376	1	.000	9.37	11.87	
	14.06	2.67a	.363	1	.000	1.71	3.63	
13.08	13.07	-9.95a	.818	1	.000	-12.70	-7.19	
	13.09	17.06a	1.141	1	.000	13.27	20.85	
	13.10	34.62a	.909	1	.000	31.60	37.64	
	13.11	41.93a	.798	1	.000	39.29	44.57	
	13.12	35.84a	.910	1	.000	32.84	38.85	
	14.01	20.08a	1.003	1	.000	16.76	23.39	
	14.02	9.67a	.875	1	.000	6.79	12.55	
	14.03	5.54a	.794	1	.000	3.50	7.58	
	14.04	4.62a	.791	1	.000	2.64	6.59	
	14.05	.68	.846	1	.423	-.98	2.34	
	14.06	-7.27a	.840	1	.000	-10.04	-4.51	
13.09	13.07	-27.01a	.853	1	.000	-29.88	-24.14	
	13.08	-17.06a	1.141	1	.000	-20.85	-13.27	
	13.10	17.56a	.941	1	.000	14.47	20.65	
	13.11	24.87a	.834	1	.000	22.13	27.60	
	13.12	18.78a	.941	1	.000	15.70	21.86	
	14.01	3.01a	1.032	1	.010	.54	5.48	
	14.02	-7.39a	.908	1	.000	-9.83	-4.95	
	14.03	-11.52a	.829	1	.000	-14.23	-8.81	
	14.04	-12.45a	.827	1	.000	-15.14	-9.75	
	14.05	-16.39a	.879	1	.000	-19.25	-13.52	
	14.06	-24.34a	.874	1	.000	-27.17	-21.50	
13.10	13.07	-44.57a	.503	1	.000	-46.26	-42.88	
	13.08	-34.62a	.909	1	.000	-37.64	-31.60	
	13.09	-17.56a	.941	1	.000	-20.65	-14.47	
	13.11	7.31a	.469	1	.000	5.79	8.83	
	13.12	1.22	.641	1	.113	-.21	2.66	
	14.01	-14.55a	.768	1	.000	-17.03	-12.06	
	14.02	-24.95a	.591	1	.000	-26.86	-23.05	
	14.03	-29.08a	.461	1	.000	-30.57	-27.60	
	14.04	-30.00a	.457	1	.000	-31.47	-28.54	
	14.05	-33.94a	.547	1	.000	-35.70	-32.19	
	14.06	-41.89a	.538	1	.000	-43.61	-40.18	
13.11	13.07	-51.88a	.251	1	.000	-52.72	-51.03	
	13.08	-41.93a	.798	1	.000	-44.57	-39.29	
	13.09	-24.87a	.834	1	.000	-27.60	-22.13	
	13.10	-7.31a	.469	1	.000	-8.83	-5.79	
	13.12	-6.09a	.470	1	.000	-7.59	-4.59	
	14.01	-21.85a	.632	1	.000	-23.87	-19.84	
	14.02	-32.26a	.399	1	.000	-33.53	-31.00	
	14.03	-36.39a	.152	1	.000	-36.87	-35.91	
	14.04	-37.31a	.138	1	.000	-37.75	-36.88	
	14.05	-41.25a	.330	1	.000	-42.29	-40.22	
	14.06	-49.20a	.315	1	.000	-50.19	-48.22	
13.12	13.07	-45.79a	.504	1	.000	-47.48	-44.10	
	13.08	-35.84a	.910	1	.000	-38.85	-32.84	
	13.09	-18.78a	.941	1	.000	-21.86	-15.70	
	13.10	-1.22	.641	1	.113	-2.66	.21	
	13.11	6.09a	.470	1	.000	4.59	7.59	
	14.01	-15.77a	.769	1	.000	-18.17	-13.37	
	14.02	-26.18a	.592	1	.000	-28.02	-24.33	
	14.03	-30.30a	.462	1	.000	-31.74	-28.87	
	14.04	-31.23a	.458	1	.000	-32.64	-29.81	
	14.05	-35.17a	.547	1	.000	-36.85	-33.48	
	14.06	-43.12a	.538	1	.000	-44.77	-41.47	
14.01	13.07	-30.02a	.658	1	.000	-32.22	-27.82	
	13.08	-20.08a	1.003	1	.000	-23.39	-16.76	
	13.09	-3.01a	1.032	1	.010	-5.48	-.54	
	13.10	14.55a	.768	1	.000	12.06	17.03	
	13.11	21.85a	.632	1	.000	19.84	23.87	
	13.12	15.77a	.769	1	.000	13.37	18.17	
	14.02	-10.41a	.727	1	.000	-12.62	-8.19	
	14.03	-14.54a	.626	1	.000	-16.44	-12.63	
	14.04	-15.46a	.623	1	.000	-17.34	-13.57	
	14.05	-19.40a	.692	1	.000	-21.48	-17.32	
	14.06	-27.35a	.684	1	.000	-29.40	-25.30	
14.02	13.07	-19.61a	.438	1	.000	-21.08	-18.15	
	13.08	-9.67a	.875	1	.000	-12.55	-6.79	
	13.09	7.39a	.908	1	.000	4.95	9.83	
	13.10	24.95a	.591	1	.000	23.05	26.86	
	13.11	32.26a	.399	1	.000	31.00	33.53	
	13.12	26.18a	.592	1	.000	24.33	28.02	
	14.01	10.41a	.727	1	.000	8.19	12.62	
	14.03	-4.13a	.390	1	.000	-5.29	-2.97	
	14.04	-5.05a	.384	1	.000	-6.19	-3.92	
	14.05	-8.99a	.487	1	.000	-10.42	-7.56	
	14.06	-16.94a	.477	1	.000	-18.33	-15.55	
14.03	13.07	-15.48a	.236	1	.000	-16.27	-14.70	
	13.08	-5.54a	.794	1	.000	-7.58	-3.50	
	13.09	11.52a	.829	1	.000	8.81	14.23	
	13.10	29.08a	.461	1	.000	27.60	30.57	
	13.11	36.39a	.152	1	.000	35.91	36.87	
	13.12	30.30a	.462	1	.000	28.87	31.74	
	14.01	14.54a	.626	1	.000	12.63	16.44	
	14.02	4.13a	.390	1	.000	2.97	5.29	
	14.04	-.92a	.108	1	.000	-1.23	-.61	
	14.05	-4.86a	.319	1	.000	-5.78	-3.95	
	14.06	-12.81a	.303	1	.000	-13.67	-11.95	
14.04	13.07	-14.56a	.227	1	.000	-15.32	-13.81	
	13.08	-4.62a	.791	1	.000	-6.59	-2.64	
	13.09	12.45a	.827	1	.000	9.75	15.14	
	13.10	30.00a	.457	1	.000	28.54	31.47	
	13.11	37.31a	.138	1	.000	36.88	37.75	
	13.12	31.23a	.458	1	.000	29.81	32.64	
	14.01	15.46a	.623	1	.000	13.57	17.34	
	14.02	5.05a	.384	1	.000	3.92	6.19	
	14.03	.92a	.108	1	.000	.61	1.23	
	14.05	-3.94a	.312	1	.000	-4.82	-3.06	
	14.06	-11.89a	.296	1	.000	-12.71	-11.07	
14.05	13.07	-10.62a	.376	1	.000	-11.87	-9.37	
	13.08	-.68	.846	1	.423	-2.34	.98	
	13.09	16.39a	.879	1	.000	13.52	19.25	
	13.10	33.94a	.547	1	.000	32.19	35.70	
	13.11	41.25a	.330	1	.000	40.22	42.29	
	13.12	35.17a	.547	1	.000	33.48	36.85	
	14.01	19.40a	.692	1	.000	17.32	21.48	
	14.02	8.99a	.487	1	.000	7.56	10.42	
	14.03	4.86a	.319	1	.000	3.95	5.78	
	14.04	3.94a	.312	1	.000	3.06	4.82	
	14.06	-7.95a	.421	1	.000	-9.10	-6.80	
14.06	13.07	-2.67a	.363	1	.000	-3.63	-1.71	
	13.08	7.27a	.840	1	.000	4.51	10.04	
	13.09	24.34a	.874	1	.000	21.50	27.17	
	13.10	41.89a	.538	1	.000	40.18	43.61	
	13.11	49.20a	.315	1	.000	48.22	50.19	
	13.12	43.12a	.538	1	.000	41.47	44.77	
	14.01	27.35a	.684	1	.000	25.30	29.40	
	14.02	16.94a	.477	1	.000	15.55	18.33	
	14.03	12.81a	.303	1	.000	11.95	13.67	
	14.04	11.89a	.296	1	.000	11.07	12.71	
	14.05	7.95a	.421	1	.000	6.80	9.10	
Pairwise comparisons of estimated marginal means based on the original scale of dependent variable Sunset	
a. The mean difference is significant at the .05 level.	
b. Confidence interval bounds are approximate.	

•	Dependent Variable: Swarming duration; Predictor: Month 

Model Information	
Dependent Variable	Duration	
Probability Distribution	Gamma	
Link Function	Log	

Continuous Variable Information	
	N	Minimum	Maximum	Mean	Std. Deviation	
Dependent Variable	Duration	480	13	53	28.31	7.696	

Goodness of Fita	
	Value	df	Value/df	
Deviance	17.446	468	.037	
Scaled Deviance	482.890	468		
Pearson Chi-Square	16.243	468	.035	
Scaled Pearson Chi-Square	449.591	468		
Log Likelihoodb	-1473.801			
Akaike's Information Criterion (AIC)	2973.603			
Finite Sample Corrected AIC (AICC)	2974.384			
Bayesian Information Criterion (BIC)	3027.862			
Consistent AIC (CAIC)	3040.862			
Model: (Intercept). Montha	
a. Information criteria are in smaller-is-better form.	
b. The full log likelihood function is displayed and used in computing information criteria.	

Omnibus Testa	
Likelihood Ratio Chi-Square	df	Sig.	
350.818	11	.000	
Model: (Intercept). Montha	
a. Compares the fitted model against the intercept-only model.	

Tests of Model Effects	
Source	Type III	
	Wald Chi-Square	df	Sig.	
(Intercept)	155202.215	1	.000	
Month	699.924	11	.000	
Model: (Intercept). Month	

Estimated Marginal Means: Month
Month	Mean	Std. Error	95% Wald Confidence Interval	
			Lower	Upper	
13.07	22.79	.573	21.69	23.94	
13.08	19.84	.460	18.96	20.77	
13.09	20.75	.645	19.52	22.05	
13.10	25.01	.642	23.79	26.30	
13.11	30.29	.797	28.77	31.90	
13.12	34.81	.801	33.27	36.41	
14.01	39.11	1.101	37.01	41.32	
14.02	33.31	.917	31.57	35.16	
14.03	30.61	1.141	28.45	32.93	
14.04	23.95	.773	22.48	25.51	
14.05	27.78	.820	26.22	29.44	
14.06	27.94	1.013	26.03	30.00	

Pairwise Comparisons	
(I) Month	(J) Month	Mean Difference (I-J)	Std. Error	df	Sequential Bonferroni Sig.	95% Wald Confidence Interval for Differenceb	
						Lower	Upper	
13.07	13.08	2.94a	.734	1	.001	.68	5.20	
	13.09	2.04	.863	1	.218	-.43	4.51	
	13.10	-2.23	.860	1	.144	-4.75	.30	
	13.11	-7.51a	.982	1	.000	-10.72	-4.29	
	13.12	-12.02a	.985	1	.000	-15.34	-8.70	
	14.01	-16.32a	1.241	1	.000	-20.49	-12.14	
	14.02	-10.53a	1.081	1	.000	-14.16	-6.89	
	14.03	-7.82a	1.277	1	.000	-11.92	-3.72	
	14.04	-1.16	.962	1	1.000	-3.60	1.27	
	14.05	-5.00a	1.000	1	.000	-8.16	-1.83	
	14.06	-5.15a	1.164	1	.000	-8.78	-1.53	
13.08	13.07	-2.94a	.734	1	.001	-5.20	-.68	
	13.09	-.91	.792	1	1.000	-2.88	1.07	
	13.10	-5.17a	.789	1	.000	-7.72	-2.62	
	13.11	-10.45a	.920	1	.000	-13.54	-7.36	
	13.12	-14.96a	.923	1	.000	-18.06	-11.87	
	14.01	-19.26a	1.193	1	.000	-23.25	-15.27	
	14.02	-13.47a	1.025	1	.000	-16.90	-10.04	
	14.03	-10.76a	1.230	1	.000	-14.87	-6.66	
	14.04	-4.11a	.899	1	.000	-6.93	-1.29	
	14.05	-7.94a	.940	1	.000	-11.07	-4.81	
	14.06	-8.10a	1.113	1	.000	-11.71	-4.49	
13.09	13.07	-2.04	.863	1	.218	-4.51	.43	
	13.08	.91	.792	1	1.000	-1.07	2.88	
	13.10	-4.26a	.910	1	.000	-7.12	-1.40	
	13.11	-9.54a	1.026	1	.000	-12.96	-6.13	
	13.12	-14.06a	1.028	1	.000	-17.47	-10.64	
	14.01	-18.36a	1.276	1	.000	-22.59	-14.12	
	14.02	-12.56a	1.121	1	.000	-16.28	-8.85	
	14.03	-9.86a	1.311	1	.000	-14.14	-5.57	
	14.04	-3.20a	1.007	1	.029	-6.24	-.16	
	14.05	-7.03a	1.043	1	.000	-10.41	-3.65	
	14.06	-7.19a	1.201	1	.000	-11.04	-3.34	
13.10	13.07	2.23	.860	1	.144	-.30	4.75	
	13.08	5.17a	.789	1	.000	2.62	7.72	
	13.09	4.26a	.910	1	.000	1.40	7.12	
	13.11	-5.28a	1.023	1	.000	-8.53	-2.03	
	13.12	-9.79a	1.026	1	.000	-13.19	-6.40	
	14.01	-14.09a	1.274	1	.000	-18.30	-9.88	
	14.02	-8.30a	1.119	1	.000	-11.94	-4.66	
	14.03	-5.59a	1.309	1	.001	-9.65	-1.53	
	14.04	1.06	1.004	1	1.000	-1.39	3.52	
	14.05	-2.77	1.041	1	.125	-5.85	.31	
	14.06	-2.93	1.199	1	.190	-6.39	.54	
13.11	13.07	7.51a	.982	1	.000	4.29	10.72	
	13.08	10.45a	.920	1	.000	7.36	13.54	
	13.09	9.54a	1.026	1	.000	6.13	12.96	
	13.10	5.28a	1.023	1	.000	2.03	8.53	
	13.12	-4.51a	1.130	1	.002	-7.98	-1.05	
	14.01	-8.81a	1.359	1	.000	-13.20	-4.42	
	14.02	-3.02	1.215	1	.181	-6.56	.52	
	14.03	-.31	1.392	1	1.000	-3.15	2.53	
	14.04	6.34a	1.110	1	.000	2.79	9.89	
	14.05	2.51	1.144	1	.310	-.74	5.76	
	14.06	2.35	1.289	1	.578	-1.20	5.90	
13.12	13.07	12.02a	.985	1	.000	8.70	15.34	
	13.08	14.96a	.923	1	.000	11.87	18.06	
	13.09	14.06a	1.028	1	.000	10.64	17.47	
	13.10	9.79a	1.026	1	.000	6.40	13.19	
	13.11	4.51a	1.130	1	.002	1.05	7.98	
	14.01	-4.30a	1.361	1	.030	-8.39	-.20	
	14.02	1.49	1.217	1	1.000	-1.72	4.70	
	14.03	4.20a	1.394	1	.044	.05	8.35	
	14.04	10.86a	1.113	1	.000	7.19	14.52	
	14.05	7.02a	1.146	1	.000	3.33	10.71	
	14.06	6.86a	1.292	1	.000	2.76	10.97	
14.01	13.07	16.32a	1.241	1	.000	12.14	20.49	
	13.08	19.26a	1.193	1	.000	15.27	23.25	
	13.09	18.36a	1.276	1	.000	14.12	22.59	
	13.10	14.09a	1.274	1	.000	9.88	18.30	
	13.11	8.81a	1.359	1	.000	4.42	13.20	
	13.12	4.30a	1.361	1	.030	.20	8.39	
	14.02	5.79a	1.433	1	.001	1.36	10.22	
	14.03	8.50a	1.585	1	.000	3.44	13.55	
	14.04	15.15a	1.345	1	.000	10.73	19.58	
	14.05	11.32a	1.373	1	.000	6.81	15.83	
	14.06	11.16a	1.496	1	.000	6.28	16.04	
14.02	13.07	10.53a	1.081	1	.000	6.89	14.16	
	13.08	13.47a	1.025	1	.000	10.04	16.90	
	13.09	12.56a	1.121	1	.000	8.85	16.28	
	13.10	8.30a	1.119	1	.000	4.66	11.94	
	13.11	3.02	1.215	1	.181	-.52	6.56	
	13.12	-1.49	1.217	1	1.000	-4.70	1.72	
	14.01	-5.79a	1.433	1	.001	-10.22	-1.36	
	14.03	2.71	1.464	1	.578	-1.35	6.77	
	14.04	9.36a	1.199	1	.000	5.43	13.29	
	14.05	5.53a	1.230	1	.000	1.69	9.37	
	14.06	5.37a	1.366	1	.002	1.20	9.54	
14.03	13.07	7.82a	1.277	1	.000	3.72	11.92	
	13.08	10.76a	1.230	1	.000	6.66	14.87	
	13.09	9.86a	1.311	1	.000	5.57	14.14	
	13.10	5.59a	1.309	1	.001	1.53	9.65	
	13.11	.31	1.392	1	1.000	-2.53	3.15	
	13.12	-4.20a	1.394	1	.044	-8.35	-.05	
	14.01	-8.50a	1.585	1	.000	-13.55	-3.44	
	14.02	-2.71	1.464	1	.578	-6.77	1.35	
	14.04	6.65a	1.378	1	.000	2.31	11.00	
	14.05	2.82	1.405	1	.446	-1.12	6.77	
	14.06	2.66	1.526	1	.578	-1.45	6.78	
14.04	13.07	1.16	.962	1	1.000	-1.27	3.60	
	13.08	4.11a	.899	1	.000	1.29	6.93	
	13.09	3.20a	1.007	1	.029	.16	6.24	
	13.10	-1.06	1.004	1	1.000	-3.52	1.39	
	13.11	-6.34a	1.110	1	.000	-9.89	-2.79	
	13.12	-10.86a	1.113	1	.000	-14.52	-7.19	
	14.01	-15.15a	1.345	1	.000	-19.58	-10.73	
	14.02	-9.36a	1.199	1	.000	-13.29	-5.43	
	14.03	-6.65a	1.378	1	.000	-11.00	-2.31	
	14.05	-3.83a	1.127	1	.014	-7.26	-.41	
	14.06	-3.99a	1.274	1	.031	-7.80	-.18	
14.05	13.07	5.00a	1.000	1	.000	1.83	8.16	
	13.08	7.94a	.940	1	.000	4.81	11.07	
	13.09	7.03a	1.043	1	.000	3.65	10.41	
	13.10	2.77	1.041	1	.125	-.31	5.85	
	13.11	-2.51	1.144	1	.310	-5.76	.74	
	13.12	-7.02a	1.146	1	.000	-10.71	-3.33	
	14.01	-11.32a	1.373	1	.000	-15.83	-6.81	
	14.02	-5.53a	1.230	1	.000	-9.37	-1.69	
	14.03	-2.82	1.405	1	.446	-6.77	1.12	
	14.04	3.83a	1.127	1	.014	.41	7.26	
	14.06	-.16	1.303	1	1.000	-2.77	2.45	
14.06	13.07	5.15a	1.164	1	.000	1.53	8.78	
	13.08	8.10a	1.113	1	.000	4.49	11.71	
	13.09	7.19a	1.201	1	.000	3.34	11.04	
	13.10	2.93	1.199	1	.190	-.54	6.39	
	13.11	-2.35	1.289	1	.578	-5.90	1.20	
	13.12	-6.86a	1.292	1	.000	-10.97	-2.76	
	14.01	-11.16a	1.496	1	.000	-16.04	-6.28	
	14.02	-5.37a	1.366	1	.002	-9.54	-1.20	
	14.03	-2.66	1.526	1	.578	-6.78	1.45	
	14.04	3.99a	1.274	1	.031	.18	7.80	
	14.05	.16	1.303	1	1.000	-2.45	2.77	
Pairwise comparisons of estimated marginal means based on the original scale of dependent variable Duration	
a. The mean difference is significant at the .05 level.	
b. Confidence interval bounds are approximate.	

•	Dependent Variable: Swarm size; Predictor: Month 

Model Information	
Dependent Variable	Size	
Probability Distribution	Negative binomial (1)	
Link Function	Log	

Continuous Variable Information	
	N	Minimum	Maximum	Mean	Std. Deviation	
Dependent Variable	Size	480	4	675	118.55	132.522	

Goodness of Fita	
	Value	df	Value/df	
Deviance	382.304	468	.817	
Scaled Deviance	382.304	468		
Pearson Chi-Square	398.146	468	.851	
Scaled Pearson Chi-Square	398.146	468		
Log Likelihoodb	-2679.432			
Akaike's Information Criterion (AIC)	5382.864			
Finite Sample Corrected AIC (AICC)	5383.533			
Bayesian Information Criterion (BIC)	5432.950			
Consistent AIC (CAIC)	5444.950			
Model: (Intercept). Montha	
a. Information criteria are in smaller-is-better form.	
b. The full log likelihood function is displayed and used in computing information criteria.	

Omnibus Testa	
Likelihood Ratio Chi-Square	df	Sig.	
189.511	11	.000	
Model: (Intercept). Montha	
a. Compares the fitted model against the intercept-only model.	

Tests of Model Effects	
Source	Type III	
	Wald Chi-Square	df	Sig.	
(Intercept)	11473.269	1	.000	
Month	401.977	11	.000	
Model: (Intercept). Month	

Estimated Marginal Means: Month
Month	Mean	Std. Error	95% Wald Confidence Interval	
			Lower	Upper	
13.07	72.30	8.017	58.18	89.86	
13.08	19.78	2.512	15.42	25.37	
13.09	36.50	5.394	27.32	48.76	
13.10	157.87	18.793	125.01	199.35	
13.11	260.91	30.916	206.84	329.12	
13.12	155.18	16.980	125.22	192.29	
14.01	104.74	15.566	78.27	140.15	
14.02	97.46	13.217	74.71	127.13	
14.03	225.18	23.787	183.07	276.98	
14.04	42.29	6.829	30.82	58.04	
14.05	98.73	21.385	64.58	150.95	
14.06	93.77	18.671	63.47	138.53	

Pairwise Comparisons	
(I) Month	(J) Month	Mean Difference (I-J)	Std. Error	df	Sequential Bonferroni Sig.	95% Wald Confidence Interval for Differenceb	
						Lower	Upper	
13.07	13.08	52.52a	8.402	1	.000	24.57	80.48	
	13.09	35.80a	9.663	1	.008	4.94	66.66	
	13.10	-85.56a	20.432	1	.001	-151.50	-19.63	
	13.11	-188.61a	31.939	1	.000	-294.23	-82.99	
	13.12	-82.87a	18.777	1	.000	-144.10	-21.65	
	14.01	-32.43	17.509	1	.832	-83.04	18.18	
	14.02	-25.15	15.459	1	1.000	-69.45	19.14	
	14.03	-152.88a	25.102	1	.000	-236.02	-69.74	
	14.04	30.01	10.531	1	.127	-3.00	63.02	
	14.05	-26.43	22.839	1	1.000	-83.56	30.71	
	14.06	-21.47	20.320	1	1.000	-71.12	28.19	
13.08	13.07	-52.52a	8.402	1	.000	-80.48	-24.57	
	13.09	-16.72	5.950	1	.129	-35.18	1.74	
	13.10	-138.09a	18.961	1	.000	-201.53	-74.64	
	13.11	-241.13a	31.018	1	.000	-345.33	-136.93	
	13.12	-135.40a	17.164	1	.000	-193.13	-77.66	
	14.01	-84.96a	15.767	1	.000	-136.84	-33.07	
	14.02	-77.68a	13.454	1	.000	-122.02	-33.33	
	14.03	-205.40a	23.919	1	.000	-285.96	-124.84	
	14.04	-22.51	7.276	1	.063	-45.52	.50	
	14.05	-78.95a	21.532	1	.008	-147.25	-10.64	
	14.06	-73.99a	18.840	1	.003	-134.37	-13.61	
13.09	13.07	-35.80a	9.663	1	.008	-66.66	-4.94	
	13.08	16.72	5.950	1	.129	-1.74	35.18	
	13.10	-121.37a	19.552	1	.000	-186.33	-56.41	
	13.11	-224.41a	31.383	1	.000	-329.28	-119.55	
	13.12	-118.68a	17.816	1	.000	-178.04	-59.31	
	14.01	-68.24a	16.474	1	.001	-121.28	-15.19	
	14.02	-60.96a	14.276	1	.001	-107.23	-14.69	
	14.03	-188.68a	24.391	1	.000	-270.51	-106.85	
	14.04	-5.79	8.702	1	1.000	-25.26	13.67	
	14.05	-62.23	22.055	1	.129	-130.89	6.43	
	14.06	-57.27	19.435	1	.096	-118.37	3.83	
13.10	13.07	85.56a	20.432	1	.001	19.63	151.50	
	13.08	138.09a	18.961	1	.000	74.64	201.53	
	13.09	121.37a	19.552	1	.000	56.41	186.33	
	13.11	-103.04	36.180	1	.127	-216.38	10.29	
	13.12	2.69	25.328	1	1.000	-47.90	53.28	
	14.01	53.13	24.402	1	.485	-19.20	125.46	
	14.02	60.41	22.976	1	.205	-10.31	131.13	
	14.03	-67.31	30.315	1	.475	-158.00	23.37	
	14.04	115.57a	19.996	1	.000	49.56	181.59	
	14.05	59.14	28.470	1	.567	-24.43	142.70	
	14.06	64.10	26.492	1	.314	-16.09	144.28	
13.11	13.07	188.61a	31.939	1	.000	82.99	294.23	
	13.08	241.13a	31.018	1	.000	136.93	345.33	
	13.09	224.41a	31.383	1	.000	119.55	329.28	
	13.10	103.04	36.180	1	.127	-10.29	216.38	
	13.12	105.73	35.272	1	.084	-5.50	216.97	
	14.01	156.17a	34.613	1	.000	43.09	269.26	
	14.02	163.45a	33.623	1	.000	53.01	273.90	
	14.03	35.73	39.008	1	1.000	-56.56	128.02	
	14.04	218.62a	31.661	1	.000	112.97	324.27	
	14.05	162.18a	37.592	1	.001	40.09	284.27	
	14.06	167.14a	36.117	1	.000	48.93	285.35	
13.12	13.07	82.87a	18.777	1	.000	21.65	144.10	
	13.08	135.40a	17.164	1	.000	77.66	193.13	
	13.09	118.68a	17.816	1	.000	59.31	178.04	
	13.10	-2.69	25.328	1	1.000	-53.28	47.90	
	13.11	-105.73	35.272	1	.084	-216.97	5.50	
	14.01	50.44	23.035	1	.485	-18.06	118.94	
	14.02	57.72	21.518	1	.183	-8.77	124.21	
	14.03	-70.00	29.226	1	.316	-157.91	17.90	
	14.04	112.88a	18.301	1	.000	52.18	173.59	
	14.05	56.45	27.306	1	.567	-23.49	136.39	
	14.06	61.41	25.237	1	.314	-15.27	138.08	
14.01	13.07	32.43	17.509	1	.832	-18.18	83.04	
	13.08	84.96a	15.767	1	.000	33.07	136.84	
	13.09	68.24a	16.474	1	.001	15.19	121.28	
	13.10	-53.13	24.402	1	.485	-125.46	19.20	
	13.11	-156.17a	34.613	1	.000	-269.26	-43.09	
	13.12	-50.44	23.035	1	.485	-118.94	18.06	
	14.02	7.28	20.420	1	1.000	-35.52	50.08	
	14.03	-120.44a	28.427	1	.001	-212.39	-28.50	
	14.04	62.44a	16.998	1	.008	8.38	116.50	
	14.05	6.01	26.450	1	1.000	-48.04	60.05	
	14.06	10.97	24.309	1	1.000	-40.98	62.91	
14.02	13.07	25.15	15.459	1	1.000	-19.14	69.45	
	13.08	77.68a	13.454	1	.000	33.33	122.02	
	13.09	60.96a	14.276	1	.001	14.69	107.23	
	13.10	-60.41	22.976	1	.205	-131.13	10.31	
	13.11	-163.45a	33.623	1	.000	-273.90	-53.01	
	13.12	-57.72	21.518	1	.183	-124.21	8.77	
	14.01	-7.28	20.420	1	1.000	-50.08	35.52	
	14.03	-127.72a	27.213	1	.000	-216.96	-38.49	
	14.04	55.16a	14.877	1	.008	7.60	102.73	
	14.05	-1.27	25.140	1	1.000	-50.99	48.44	
	14.06	3.69	22.876	1	1.000	-42.48	49.85	
14.03	13.07	152.88a	25.102	1	.000	69.74	236.02	
	13.08	205.40a	23.919	1	.000	124.84	285.96	
	13.09	188.68a	24.391	1	.000	106.85	270.51	
	13.10	67.31	30.315	1	.475	-23.37	158.00	
	13.11	-35.73	39.008	1	1.000	-128.02	56.56	
	13.12	70.00	29.226	1	.316	-17.90	157.91	
	14.01	120.44a	28.427	1	.001	28.50	212.39	
	14.02	127.72a	27.213	1	.000	38.49	216.96	
	14.04	182.89a	24.748	1	.000	99.97	265.81	
	14.05	126.45a	31.987	1	.003	23.69	229.21	
	14.06	131.41a	30.240	1	.001	33.00	229.82	
14.04	13.07	-30.01	10.531	1	.127	-63.02	3.00	
	13.08	22.51	7.276	1	.063	-.50	45.52	
	13.09	5.79	8.702	1	1.000	-13.67	25.26	
	13.10	-115.57a	19.996	1	.000	-181.59	-49.56	
	13.11	-218.62a	31.661	1	.000	-324.27	-112.97	
	13.12	-112.88a	18.301	1	.000	-173.59	-52.18	
	14.01	-62.44a	16.998	1	.008	-116.50	-8.38	
	14.02	-55.16a	14.877	1	.008	-102.73	-7.60	
	14.03	-182.89a	24.748	1	.000	-265.81	-99.97	
	14.05	-56.44	22.449	1	.263	-124.95	12.08	
	14.06	-51.48	19.881	1	.221	-112.42	9.46	
14.05	13.07	26.43	22.839	1	1.000	-30.71	83.56	
	13.08	78.95a	21.532	1	.008	10.64	147.25	
	13.09	62.23	22.055	1	.129	-6.43	130.89	
	13.10	-59.14	28.470	1	.567	-142.70	24.43	
	13.11	-162.18a	37.592	1	.001	-284.27	-40.09	
	13.12	-56.45	27.306	1	.567	-136.39	23.49	
	14.01	-6.01	26.450	1	1.000	-60.05	48.04	
	14.02	1.27	25.140	1	1.000	-48.44	50.99	
	14.03	-126.45a	31.987	1	.003	-229.21	-23.69	
	14.04	56.44	22.449	1	.263	-12.08	124.95	
	14.06	4.96	28.389	1	1.000	-52.47	62.39	
14.06	13.07	21.47	20.320	1	1.000	-28.19	71.12	
	13.08	73.99a	18.840	1	.003	13.61	134.37	
	13.09	57.27	19.435	1	.096	-3.83	118.37	
	13.10	-64.10	26.492	1	.314	-144.28	16.09	
	13.11	-167.14a	36.117	1	.000	-285.35	-48.93	
	13.12	-61.41	25.237	1	.314	-138.08	15.27	
	14.01	-10.97	24.309	1	1.000	-62.91	40.98	
	14.02	-3.69	22.876	1	1.000	-49.85	42.48	
	14.03	-131.41a	30.240	1	.001	-229.82	-33.00	
	14.04	51.48	19.881	1	.221	-9.46	112.42	
	14.05	-4.96	28.389	1	1.000	-62.39	52.47	
Pairwise comparisons of estimated marginal means based on the original scale of dependent variable Size	
a. The mean difference is significant at the .05 level.	
b. Confidence interval bounds are approximate.	

•	Dependent Variable: Number of mating pairs per swarm; Predictor: Month 

Model Information	
Dependent Variable	Mating pairs	
Probability Distribution	Negative binomial (1)	
Link Function	Log	

Continuous Variable Information	
	N	Minimum	Maximum	Mean	Std. Deviation	
Dependent Variable	Mating pairs	458	0	287	23.03	39.159	

Goodness of Fita	
	Value	df	Value/df	
Deviance	786.926	446	1.764	
Scaled Deviance	786.926	446		
Pearson Chi-Square	941.716	446	2.111	
Scaled Pearson Chi-Square	941.716	446		
Log Likelihoodb	-1608.196			
Akaike's Information Criterion (AIC)	3240.392			
Finite Sample Corrected AIC (AICC)	3241.094			
Bayesian Information Criterion (BIC)	3289.915			
Consistent AIC (CAIC)	3301.915			
Model: (Intercept). Montha	
a. Information criteria are in smaller-is-better form.	
b. The full log likelihood function is displayed and used in computing information criteria.	

Omnibus Testa	
Likelihood Ratio Chi-Square	df	Sig.	
592.712	11	.000	
Model: (Intercept). Montha	
a. Compares the fitted model against the intercept-only model.	

Tests of Model Effects	
Source	Type III	
	Wald Chi-Square	df	Sig.	
(Intercept)	1250.908	1	.000	
Month	95.123	9	.000	
Model: (Intercept). Month	

Estimated Marginal Means: Month
Month	Mean	Std. Error	95% Wald Confidence Interval	
			Lower	Upper	
13.07	4.82	1.902	2.22	10.45	
13.08	.00	.000	.00	.00	
13.09	.00	.000	.00	.00	
13.10	19.38	3.766	13.24	28.37	
13.11	45.88	5.892	35.67	59.01	
13.12	27.31	5.181	18.83	39.61	
14.01	23.53	5.843	14.46	38.28	
14.02	30.23	5.626	20.99	43.54	
14.03	79.97	12.319	59.13	108.16	
14.04	8.03	3.324	3.57	18.07	
14.05	20.08	4.956	12.38	32.57	
14.06	13.76	5.083	6.67	28.38	

Pairwise Comparisons	
(I) Month	(J) Month	Mean Difference (I-J)	Std. Error	df	Sequential Bonferroni Sig.	95% Wald Confidence Interval for Differencea	
						Lower	Upper	
13.07	13.08	4.82	1.902	1	.328	-1.14	10.78	
	13.09	4.82	1.902	1	.328	-1.14	10.78	
	13.10	-14.57b	4.219	1	.021	-28.12	-1.01	
	13.11	-41.06b	6.192	1	.000	-61.87	-20.26	
	13.12	-22.49b	5.519	1	.002	-40.52	-4.46	
	14.01	-18.71	6.145	1	.079	-38.25	.84	
	14.02	-25.41b	5.939	1	.001	-44.92	-5.90	
	14.03	-75.15b	12.465	1	.000	-116.86	-33.44	
	14.04	-3.21	3.830	1	1.000	-12.11	5.69	
	14.05	-15.26	5.308	1	.133	-32.10	1.57	
	14.06	-8.94	5.428	1	1.000	-24.19	6.30	
13.08	13.07	-4.82	1.902	1	.328	-10.78	1.14	
	13.09	.00	.000	1	.	.00	.00	
	13.10	-19.38b	3.766	1	.000	-31.86	-6.91	
	13.11	-45.88b	5.892	1	.000	-65.73	-26.04	
	13.12	-27.31b	5.181	1	.000	-44.52	-10.09	
	14.01	-23.53b	5.843	1	.002	-42.51	-4.55	
	14.02	-30.23b	5.626	1	.000	-48.98	-11.48	
	14.03	-79.97b	12.319	1	.000	-121.30	-38.64	
	14.04	-8.03	3.324	1	.409	-18.34	2.28	
	14.05	-20.08b	4.956	1	.002	-36.24	-3.92	
	14.06	-13.76	5.083	1	.217	-29.84	2.32	
13.09	13.07	-4.82	1.902	1	.328	-10.78	1.14	
	13.08	.00	.000	1	.	.00	.00	
	13.10	-19.38b	3.766	1	.000	-31.86	-6.91	
	13.11	-45.88b	5.892	1	.000	-65.73	-26.04	
	13.12	-27.31b	5.181	1	.000	-44.52	-10.09	
	14.01	-23.53b	5.843	1	.002	-42.51	-4.55	
	14.02	-30.23b	5.626	1	.000	-48.98	-11.48	
	14.03	-79.97b	12.319	1	.000	-121.30	-38.64	
	14.04	-8.03	3.324	1	.409	-18.34	2.28	
	14.05	-20.08b	4.956	1	.002	-36.24	-3.92	
	14.06	-13.76	5.083	1	.217	-29.84	2.32	
13.10	13.07	14.57b	4.219	1	.021	1.01	28.12	
	13.08	19.38b	3.766	1	.000	6.91	31.86	
	13.09	19.38b	3.766	1	.000	6.91	31.86	
	13.11	-26.50b	6.993	1	.006	-49.07	-3.93	
	13.12	-7.92	6.405	1	1.000	-24.25	8.40	
	14.01	-4.14	6.952	1	1.000	-19.46	11.18	
	14.02	-10.85	6.771	1	1.000	-29.66	7.97	
	14.03	-60.59b	12.882	1	.000	-103.05	-18.13	
	14.04	11.36	5.023	1	.523	-3.97	26.69	
	14.05	-.70	6.224	1	1.000	-13.14	11.75	
	14.06	5.62	6.326	1	1.000	-9.25	20.50	
13.11	13.07	41.06b	6.192	1	.000	20.26	61.87	
	13.08	45.88b	5.892	1	.000	26.04	65.73	
	13.09	45.88b	5.892	1	.000	26.04	65.73	
	13.10	26.50b	6.993	1	.006	3.93	49.07	
	13.12	18.58	7.846	1	.430	-5.58	42.73	
	14.01	22.36	8.299	1	.217	-3.80	48.51	
	14.02	15.65	8.147	1	1.000	-8.85	40.16	
	14.03	-34.09	13.656	1	.339	-76.60	8.42	
	14.04	37.86b	6.765	1	.000	15.28	60.43	
	14.05	25.80b	7.699	1	.029	1.19	50.42	
	14.06	32.12b	7.782	1	.002	6.65	57.59	
13.12	13.07	22.49b	5.519	1	.002	4.46	40.52	
	13.08	27.31b	5.181	1	.000	10.09	44.52	
	13.09	27.31b	5.181	1	.000	10.09	44.52	
	13.10	7.92	6.405	1	1.000	-8.40	24.25	
	13.11	-18.58	7.846	1	.430	-42.73	5.58	
	14.01	3.78	7.810	1	1.000	-13.02	20.58	
	14.02	-2.92	7.649	1	1.000	-19.04	13.19	
	14.03	-52.66b	13.364	1	.003	-95.89	-9.44	
	14.04	19.28	6.156	1	.061	-.35	38.91	
	14.05	7.23	7.170	1	1.000	-10.10	24.55	
	14.06	13.55	7.259	1	1.000	-7.92	35.01	
14.01	13.07	18.71	6.145	1	.079	-.84	38.25	
	13.08	23.53b	5.843	1	.002	4.55	42.51	
	13.09	23.53b	5.843	1	.002	4.55	42.51	
	13.10	4.14	6.952	1	1.000	-11.18	19.46	
	13.11	-22.36	8.299	1	.217	-48.51	3.80	
	13.12	-3.78	7.810	1	1.000	-20.58	13.02	
	14.02	-6.70	8.112	1	1.000	-25.51	12.10	
	14.03	-56.44b	13.635	1	.002	-101.15	-11.73	
	14.04	15.50	6.723	1	.486	-5.11	36.11	
	14.05	3.45	7.662	1	1.000	-12.92	19.81	
	14.06	9.77	7.745	1	1.000	-10.09	29.62	
14.02	13.07	25.41b	5.939	1	.001	5.90	44.92	
	13.08	30.23b	5.626	1	.000	11.48	48.98	
	13.09	30.23b	5.626	1	.000	11.48	48.98	
	13.10	10.85	6.771	1	1.000	-7.97	29.66	
	13.11	-15.65	8.147	1	1.000	-40.16	8.85	
	13.12	2.92	7.649	1	1.000	-13.19	19.04	
	14.01	6.70	8.112	1	1.000	-12.10	25.51	
	14.03	-49.74b	13.543	1	.009	-93.35	-6.13	
	14.04	22.20b	6.535	1	.025	1.26	43.15	
	14.05	10.15	7.498	1	1.000	-9.50	29.79	
	14.06	16.47	7.583	1	.627	-6.57	39.51	
14.03	13.07	75.15b	12.465	1	.000	33.44	116.86	
	13.08	79.97b	12.319	1	.000	38.64	121.30	
	13.09	79.97b	12.319	1	.000	38.64	121.30	
	13.10	60.59b	12.882	1	.000	18.13	103.05	
	13.11	34.09	13.656	1	.339	-8.42	76.60	
	13.12	52.66b	13.364	1	.003	9.44	95.89	
	14.01	56.44b	13.635	1	.002	11.73	101.15	
	14.02	49.74b	13.543	1	.009	6.13	93.35	
	14.04	71.94b	12.760	1	.000	29.31	114.58	
	14.05	59.89b	13.279	1	.000	16.20	103.58	
	14.06	66.21b	13.327	1	.000	22.21	110.21	
14.04	13.07	3.21	3.830	1	1.000	-5.69	12.11	
	13.08	8.03	3.324	1	.409	-2.28	18.34	
	13.09	8.03	3.324	1	.409	-2.28	18.34	
	13.10	-11.36	5.023	1	.523	-26.69	3.97	
	13.11	-37.86b	6.765	1	.000	-60.43	-15.28	
	13.12	-19.28	6.156	1	.061	-38.91	.35	
	14.01	-15.50	6.723	1	.486	-36.11	5.11	
	14.02	-22.20b	6.535	1	.025	-43.15	-1.26	
	14.03	-71.94b	12.760	1	.000	-114.58	-29.31	
	14.05	-12.05	5.967	1	.868	-30.09	5.99	
	14.06	-5.73	6.074	1	1.000	-20.19	8.73	
14.05	13.07	15.26	5.308	1	.133	-1.57	32.10	
	13.08	20.08b	4.956	1	.002	3.92	36.24	
	13.09	20.08b	4.956	1	.002	3.92	36.24	
	13.10	.70	6.224	1	1.000	-11.75	13.14	
	13.11	-25.80b	7.699	1	.029	-50.42	-1.19	
	13.12	-7.23	7.170	1	1.000	-24.55	10.10	
	14.01	-3.45	7.662	1	1.000	-19.81	12.92	
	14.02	-10.15	7.498	1	1.000	-29.79	9.50	
	14.03	-59.89b	13.279	1	.000	-103.58	-16.20	
	14.04	12.05	5.967	1	.868	-5.99	30.09	
	14.06	6.32	7.099	1	1.000	-10.38	23.02	
14.06	13.07	8.94	5.428	1	1.000	-6.30	24.19	
	13.08	13.76	5.083	1	.217	-2.32	29.84	
	13.09	13.76	5.083	1	.217	-2.32	29.84	
	13.10	-5.62	6.326	1	1.000	-20.50	9.25	
	13.11	-32.12b	7.782	1	.002	-57.59	-6.65	
	13.12	-13.55	7.259	1	1.000	-35.01	7.92	
	14.01	-9.77	7.745	1	1.000	-29.62	10.09	
	14.02	-16.47	7.583	1	.627	-39.51	6.57	
	14.03	-66.21b	13.327	1	.000	-110.21	-22.21	
	14.04	5.73	6.074	1	1.000	-8.73	20.19	
	14.05	-6.32	7.099	1	1.000	-23.02	10.38	
Pairwise comparisons of estimated marginal means based on the original scale of dependent variable Mating pairs	
a. Confidence interval bounds are approximate.	
b. The mean difference is significant at the .05 level.	

•	Dependent Variable: Time to first mating pair; Predictor: Month 

Model Information	
Dependent Variable	Time to first mating	
Probability Distribution	Gamma	
Link Function	Log	

Continuous Variable Information		
	N	Minimum	Maximum	Mean	Std. Deviation	
Dependent Variable	Time to first mating	310	2	34	13.32	6.425	

Goodness of Fita	
	Value	df	Value/df	
Deviance	63.908	300	.213	
Scaled Deviance	320.270	300		
Pearson Chi-Square	51.811	300	.173	
Scaled Pearson Chi-Square	259.646	300		
Log Likelihoodb	-957.709			
Akaike's Information Criterion (AIC)	1937.418			
Finite Sample Corrected AIC (AICC)	1938.304			
Bayesian Information Criterion (BIC)	1978.520			
Consistent AIC (CAIC)	1989.520			
Model: (Intercept), Montha	
a. Information criteria are in smaller-is-better form.	
b. The full log likelihood function is displayed and used in computing information criteria.	

Omnibus Testa	
Likelihood Ratio Chi-Square	df	Sig.	
112.891	9	.000	
Model: (Intercept), Montha	
a. Compares the fitted model against the intercept-only model.	

Tests of Model Effects	
Source	Type III	
	Wald Chi-Square	df	Sig.	
(Intercept)	10944.779	1	.000	
Month	237.597	9	.000	

Model: (Intercept), Month	

Estimated Marginal Means: Month
Month	Mean	Std. Error	95% Wald Confidence Interval	
			Lower	Upper	
13.07	11.23	1.094	9.28	13.59	
13.10	7.98	.665	6.77	9.39	
13.11	10.38	.853	8.84	12.20	
13.12	16.34	.805	14.84	18.00	
14.01	21.49	.762	20.04	23.03	
14.02	14.61	.955	12.85	16.60	
14.03	10.84	.965	9.10	12.90	
14.04	13.00	.862	11.42	14.80	
14.05	11.23	.687	9.96	12.66	
14.06	11.75	1.224	9.58	14.41	

Pairwise Comparisons	
(I) Month	(J) Month	Mean Difference (I-J)	Std. Error	df	Sequential Bonferroni Sig.	95% Wald Confidence Interval for Differencea	
						Lower	Upper	
13.07	13.10	3.25	1.280	1	.242	-.65	7.16	
	13.11	.85	1.388	1	1.000	-2.22	3.92	
	13.12	-5.11b	1.358	1	.005	-9.39	-.84	
	14.01	-10.26b	1.333	1	.000	-14.56	-5.95	
	14.02	-3.38	1.452	1	.403	-7.77	1.02	
	14.03	.39	1.459	1	1.000	-2.61	3.40	
	14.04	-1.77	1.393	1	1.000	-5.35	1.81	
	14.05	.00	1.292	1	1.000	-2.53	2.53	
	14.06	-.52	1.642	1	1.000	-3.93	2.90	
13.10	13.07	-3.25	1.280	1	.242	-7.16	.65	
	13.11	-2.41	1.082	1	.496	-5.66	.85	
	13.12	-8.37b	1.044	1	.000	-11.75	-4.99	
	14.01	-13.51b	1.011	1	.000	-16.81	-10.21	
	14.02	-6.63b	1.164	1	.000	-10.36	-2.90	
	14.03	-2.86	1.171	1	.305	-6.42	.70	
	14.04	-5.02b	1.088	1	.000	-8.47	-1.58	
	14.05	-3.25b	.955	1	.019	-6.25	-.26	
	14.06	-3.77	1.393	1	.155	-8.04	.50	
13.11	13.07	-.85	1.388	1	1.000	-3.92	2.22	
	13.10	2.41	1.082	1	.496	-.85	5.66	
	13.12	-5.96b	1.173	1	.000	-9.70	-2.22	
	14.01	-11.10b	1.144	1	.000	-14.83	-7.38	
	14.02	-4.22b	1.281	1	.027	-8.23	-.22	
	14.03	-.46	1.288	1	1.000	-3.15	2.24	
	14.04	-2.62	1.213	1	.556	-6.25	1.01	
	14.05	-.85	1.095	1	1.000	-3.36	1.66	
	14.06	-1.37	1.493	1	1.000	-4.90	2.16	
13.12	13.07	5.11b	1.358	1	.005	.84	9.39	
	13.10	8.37b	1.044	1	.000	4.99	11.75	
	13.11	5.96b	1.173	1	.000	2.22	9.70	
	14.01	-5.14b	1.109	1	.000	-8.66	-1.63	
	14.02	1.74	1.249	1	1.000	-1.56	5.04	
	14.03	5.51b	1.257	1	.000	1.54	9.47	
	14.04	3.34	1.179	1	.114	-.30	6.99	
	14.05	5.11b	1.058	1	.000	1.75	8.48	
	14.06	4.59b	1.466	1	.046	.03	9.16	
14.01	13.07	10.26b	1.333	1	.000	5.95	14.56	
	13.10	13.51b	1.011	1	.000	10.21	16.81	
	13.11	11.10b	1.144	1	.000	7.38	14.83	
	13.12	5.14b	1.109	1	.000	1.63	8.66	
	14.02	6.88b	1.222	1	.000	2.97	10.79	
	14.03	10.65b	1.229	1	.000	6.65	14.64	
	14.04	8.49b	1.150	1	.000	4.78	12.19	
	14.05	10.26b	1.026	1	.000	6.93	13.58	
	14.06	9.74b	1.442	1	.000	5.10	14.37	
14.02	13.07	3.38	1.452	1	.403	-1.02	7.77	
	13.10	6.63b	1.164	1	.000	2.90	10.36	
	13.11	4.22b	1.281	1	.027	.22	8.23	
	13.12	-1.74	1.249	1	1.000	-5.04	1.56	
	14.01	-6.88b	1.222	1	.000	-10.79	-2.97	
	14.03	3.77	1.358	1	.132	-.41	7.95	
	14.04	1.61	1.286	1	1.000	-1.68	4.89	
	14.05	3.38	1.176	1	.107	-.27	7.02	
	14.06	2.86	1.553	1	1.000	-1.76	7.47	
14.03	13.07	-.39	1.459	1	1.000	-3.40	2.61	
	13.10	2.86	1.171	1	.305	-.70	6.42	
	13.11	.46	1.288	1	1.000	-2.24	3.15	
	13.12	-5.51b	1.257	1	.000	-9.47	-1.54	
	14.01	-10.65b	1.229	1	.000	-14.64	-6.65	
	14.02	-3.77	1.358	1	.132	-7.95	.41	
	14.04	-2.16	1.293	1	1.000	-5.81	1.49	
	14.05	-.39	1.184	1	1.000	-2.86	2.08	
	14.06	-.91	1.559	1	1.000	-4.34	2.52	
14.04	13.07	1.77	1.393	1	1.000	-1.81	5.35	
	13.10	5.02b	1.088	1	.000	1.58	8.47	
	13.11	2.62	1.213	1	.556	-1.01	6.25	
	13.12	-3.34	1.179	1	.114	-6.99	.30	
	14.01	-8.49b	1.150	1	.000	-12.19	-4.78	
	14.02	-1.61	1.286	1	1.000	-4.89	1.68	
	14.03	2.16	1.293	1	1.000	-1.49	5.81	
	14.05	1.77	1.102	1	1.000	-1.29	4.83	
	14.06	1.25	1.497	1	1.000	-2.23	4.73	
14.05	13.07	.00	1.292	1	1.000	-2.53	2.53	
	13.10	3.25b	.955	1	.019	.26	6.25	
	13.11	.85	1.095	1	1.000	-1.66	3.36	
	13.12	-5.11b	1.058	1	.000	-8.48	-1.75	
	14.01	-10.26b	1.026	1	.000	-13.58	-6.93	
	14.02	-3.38	1.176	1	.107	-7.02	.27	
	14.03	.39	1.184	1	1.000	-2.08	2.86	
	14.04	-1.77	1.102	1	1.000	-4.83	1.29	
	14.06	-.52	1.404	1	1.000	-3.47	2.43	
14.06	13.07	.52	1.642	1	1.000	-2.90	3.93	
	13.10	3.77	1.393	1	.155	-.50	8.04	
	13.11	1.37	1.493	1	1.000	-2.16	4.90	
	13.12	-4.59b	1.466	1	.046	-9.16	-.03	
	14.01	-9.74b	1.442	1	.000	-14.37	-5.10	
	14.02	-2.86	1.553	1	1.000	-7.47	1.76	
	14.03	.91	1.559	1	1.000	-2.52	4.34	
	14.04	-1.25	1.497	1	1.000	-4.73	2.23	
	14.05	.52	1.404	1	1.000	-2.43	3.47	
Pairwise comparisons of estimated marginal means based on the original scale of dependent variable Time to first mating	
a. Confidence interval bounds are approximate.	
b. The mean difference is significant at the .05 level.	

•	Dependent Variable: Wing length; Predictor: Mosquito group 

Model Information	
Dependent Variable	Wing length	
Probability Distribution	Gamma	
Link Function	Log	

Goodness of Fita	
	Value	df	Value/df	
Deviance	.313	162	.002	
Scaled Deviance	165.052	162		
Pearson Chi-Square	.309	162	.002	
Scaled Pearson Chi-Square	163.243	162		
Log Likelihoodb	95.236			
Akaike's Information Criterion (AIC)	-182.472			
Finite Sample Corrected AIC (AICC)	-182.222			
Bayesian Information Criterion (BIC)	-170.049			
Consistent AIC (CAIC)	-166.049			
Model: (Intercept). Mosquitogroupa	
a. Information criteria are in smaller-is-better form.	
b. The full log likelihood function is displayed and used in computing information criteria.	

Omnibus Testa	
Likelihood Ratio Chi-Square	df	Sig.	
96.092	2	.000	
Model: (Intercept). Mosquito groupa	
a. Compares the fitted model against the intercept-only model.	

Tests of Model Effects	
Source	Type III	
	Wald Chi-Square	df	Sig.	
(Intercept)	114133.979	1	.000	
Mosquito group	98.099	2	.000	
Model: (Intercept). Mosquito group	

Estimated Marginal Means: Mosquito group	
Mosquitogroup	Mean	Std. Error	95% Wald Confidence Interval	
			Lower	Upper	
Females.in.copula	3.29729	.024764	3.24911	3.34619	
Male.in.copula	3.05055	.013562	3.02408	3.07724	
Males.in.solo	3.02807	.015467	2.99791	3.05854	

\Pairwise Comparisons	
(I) Mosquitogroup	(J) Mosquitogroup	Mean Difference (I-J)	Std. Error	df	Sequential Bonferroni Sig.	
						
Females.in.copula	Male.in.copula	.24675a	.028234	1	.000	
	Males.in.solo	.26922a	.029197	1	.000	
Male.in.copula	Females.in.copula	-.24675a	.028234	1	.000	
	Males.in.solo	.02247	.020571	1	.275	
Males.in.solo	Females.in.copula	-.26922a	.029197	1	.000	
	Male.in.copula	-.02247	.020571	1	.275	

Pairwise Comparisons	
(I) Mosquitogroup	(J) Mosquitogroup	95% Wald Confidence Interval for Differenceb	
		Lower	Upper	
Females.in.copula	Male.in.copula	.17915	.31434	
	Males.in.solo	.20378	.33466	
Male.in.copula	Females.in.copula	-.31434	-.17915	
	Males.in.solo	-.01785	.06279	
Males.in.solo	Females.in.copula	-.33466	-.20378	
	Male.in.copula	-.06279	.01785	
Pairwise comparisons of estimated marginal means based on the original scale of dependent variable Winglength	
a. The mean difference is significant at the .05 level.	
b. Confidence interval bounds are approximate.