Biostatistics Mini-project 5

Your solution should be written up as a report (an essay). You should write as though you were writing a methods and results section for a paper you would submit. Rephrase the question posed, write a brief summary of your results making clear what test you used (including degrees of freedom and other relevant parameters) and whether the test was one or two-sided, if appropriate. Graphics can be very useful and can make your point for you better than words do. Include them when appropriate. Your write-ups should be kept short. You should NOT do every test you know to do with these data and then discuss all possible outcomes. You SHOULD pick an appropriate test, conduct it, and report the results of it. NEVER, NEVER include raw Minitab (or other software) output. When appropriate, you can format your own table and include the relevant parts of the Minitab output. You should also comment on the experimental design and how it impacts your conclusions. If the data are observational, then there may be numerous factors impacting the significance of the test (or the lack of significance) and the results may not be due to the factor that is distinguishing the groups but by some uncontrolled factor. True experiments also differ in the quality of their design for controlling for miscellaneous factors. Mention any problems with the design you notice.

The grading rubric for these assigments can be found through the following link: Grading Rubric for Homeworks and Projects

Problem: Determine the effect of female promiscuity and mating system on brain size, doing the best you can to control for lack of independence due to shared evolutionary history. The data come from Scott Pitnick, Kate E. Jones, and Gerald S. Wilkinson. Mating System and Brain Size in Bats. Proceedings: Biological Sciences 273:719-724.

 
Family	MSW	Binomial	Total_Brain_Mass_(mg)	Body_Mass_1_(g)	NeoCortex_Volume_(mm^3)	Testes_Mass_(g)	Body_Mass_2_(g)	Roosting_Association	Female_Promiscuity	Mating_System	Echolocation	Diet	   
Craseonycteridae	Craseonycteris	thonglongyai	87	2.56	17.5	*	*	*	*	*	1	2	   
Emballonuridae	Coleura	afra	257	11.5	52.5	0.03	10	SM-MF	No	polygyny	1	2	   
Emballonuridae	Cormura	brevirostris	219	8.2	43.2	*	*	*	*	*	1	2	   
Emballonuridae	Cyttarops	alecto	175	5.3	31.9	*	*	*	*	*	1	2	   
Emballonuridae	Emballonura	monticola	166	5.3	32.1	*	*	*	*	*	1	2	   
Emballonuridae	Emballonura	raffrayana	174	5.9	34.5	*	*	*	*	*	1	2	   
Emballonuridae	Emballonura	semicaudata	184	7	36	*	*	*	*	*	1	2	   
Emballonuridae	Mosia	nigrescens	120	3.7	*	*	*	*	*	*	1	2	   
Emballonuridae	Peropteryx	macrotis	149.5	5	28.15	*	*	*	*	*	1	2	   
Emballonuridae	Rhynchonycteris	naso	118	3.8	22.1	0.017	3.8	MM-MF	No	polygyny	1	2	   
Emballonuridae	Saccolaimus	peli	*	*	*	0.575	100	SM-SF	No	monogamy	1	2	   
Emballonuridae	Saccolaimus	saccolaimus	671.5	47.2	144.2	*	*	*	*	*	1	2	   
Emballonuridae	Saccopteryx	bilineata	228	7.8	43.9	0.011	7.4	SM-MF	No	polygyny	1	2	   
Emballonuridae	Saccopteryx	canescens	130	3.4	23.7	*	*	*	*	*	1	2	   
Emballonuridae	Saccopteryx	leptura	161	5.1	30	0.025	4.1	SM-SF	No	monogamy	1	2	   
Emballonuridae	Taphozous	australis	517	24	101.8	*	*	*	*	*	1	2	   
Emballonuridae	Taphozous	georgianus	*	*	*	0.076	30	*	*	*	1	2	   
Emballonuridae	Taphozous	hildegardeae	545	27.4	111.3	0.138	33	*	*	*	1	2	   
Emballonuridae	Taphozous	longimanus	470	23.2	0.077	36	*	*	*	*	1	2	   
Emballonuridae	Taphozous	mauritianus	551	29	105.9	*	*	*	*	monogamy	1	2	   
Emballonuridae	Taphozous	melanopogon	536	22.7	113.2	*	*	*	*	*	1	2	   
Emballonuridae	Taphozous	theobaldi	681	39.8	130.6	*	*	*	*	*	1	2	   
Furipteridae	Furipterus	horrens	127	3.43	23.3	*	*	*	*	*	1	2	   
Megadermatidae	Cardioderma	cor	670	26	186.3	0.08	26	SM-SF	No	monogamy	1	2	   
Megadermatidae	Lavia	frons	644	23.4	171.4	0.026	23.4	SM-SF	No	monogamy	1	2	   
Megadermatidae	Macroderma	gigas	1704	119.8	510.5	0.168	108	*	*	*	1	2	   
Megadermatidae	Megaderma	lyra	907	38.6	244.6	0.155	38.6	*	*	*	1	2	   
Megadermatidae	Megaderma	spasma	644	22.6	172.9	0.113	22.6	*	*	*	1	2	   
Molossidae	Chaerephon	jobensis	360	16.5	78.8	*	*	*	*	*	1	2	   
Molossidae	Chaerephon	pumila	278.5	13	53.25	0.038	10.8	SM-MF	No	polygyny	1	2	   
Molossidae	Cheiromeles	torquatus	1362	167	349.8	*	*	*	*	*	1	2	   
Molossidae	Eumops	auripendulus	612	33.8	117.8	*	*	*	*	*	1	2	   
Molossidae	Eumops	glaucinus	653	36.5	129	*	*	*	*	*	1	2	   
Molossidae	Eumops	perotis	802	47.5	*	*	*	*	*	*	1	2	   
Molossidae	Molossops	abrasus	418	33.3	80.7	0.185	8	*	*	*	1	2	   
Molossidae	Molossops	greenhalli	300	17.5	56	*	*	*	*	*	1	2	   
Molossidae	Molossops	planirostris	185	7.25	32.2	*	*	*	*	*	1	2	   
Molossidae	Molossus	ater	526	33.6	113.8	*	*	*	*	*	1	2	   
Molossidae	Molossus	molossus	292	13.35	62.6	*	*	*	*	*	1	2	   
Molossidae	Mops	condylurus	424.5	26.85	91.35	0.12	40	*	*	*	1	2	   
Molossidae	Mops	mops	475	30.9	105.6	*	*	*	*	*	1	2	   
Molossidae	Mops	niveiventer	432	21.7	86.9	*	*	*	*	*	1	2	   
Molossidae	Mormopterus	beccarii	233	14.2	41.4	*	*	*	*	*	1	2	   
Molossidae	Mormopterus	jugularis	220	11.5	*	*	*	*	*	*	1	2	   
Molossidae	Otomops	martiensseni	756	41.5	153.6	0.17	36	SM-MF	No	polygyny	1	2	   
Molossidae	Tadarida	aegyptiaca	393	17.7	77.3	0.132	14.9	*	*	*	1	2	   
Molossidae	Tadarida	brasiliensis	*	*	*	0.091	11.1	MM-MF	Yes	polygynandry	1	2	   
Mormoopidae	Mormoops	megalophylla	386	15.7	67.2	*	*	*	*	*	1	2	   
Mormoopidae	Pteronotus	davyi	310	10.6	*	0.174	9.2	*	*	*	1	2	   
Mormoopidae	Pteronotus	gymnonotus	343	13.6	77.7	*	*	*	*	*	1	2	   
Mormoopidae	Pteronotus	parnellii	543	20.2	119.8	*	*	*	*	*	1	2	   
Mormoopidae	Pteronotus	personatus	228	8.1	50	*	*	*	*	*	1	2	   
Natalidae	Natalus	tumidirostris	245	6.9	55.1	*	*	*	*	*	1	2	   
Noctilionidae	Noctilio	albiventris	597	32.7	184.2	0.064	31.2	*	*	*	1	2	   
Noctilionidae	Noctilio	leporinus	1183	58	361.7	0.177	64.8	SM-MF	No	polygyny	1	2	   
Nycteridae	Nycteris	arge	347	10.6	89.8	*	*	SM-SF	No	monogamy	1	2	   
Nycteridae	Nycteris	grandis	709	29.8	187	*	*	*	*	*	1	2	   
Nycteridae	Nycteris	hispida	284	7.8	69.6	*	*	SM-SF	No	monogamy	1	2	   
Nycteridae	Nycteris	javanica	470	18.4	122.7	*	*	*	*	*	1	2	   
Nycteridae	Nycteris	macrotis	388	14.5	102.1	*	*	*	*	*	1	2	   
Nycteridae	Nycteris	nana	238	6.9	54.4	*	*	SM-SF	No	monogamy	1	2	   
Nycteridae	Nycteris	thebaica	323	8.9	85.7	*	*	*	*	*	1	2	   
Nycteridae	Nycteris	tragata	460	14.4	124.1	*	*	*	*	*	1	2	   
Phyllostomidae	Ametrida	centurio	290	10.5	*	*	*	*	*	*	1	1	   
Phyllostomidae	Anoura	caudifera	405	10.6	101.1	*	*	*	*	*	1	1	   
Phyllostomidae	Anoura	cultrata	*	*	*	0.099	17.1	*	*	*	1	1	   
Phyllostomidae	Anoura	geoffroyi	586	16	146.1	0.05	15.1	*	*	*	1	1	   
Phyllostomidae	Ardops	nichollsi	*	*	148.6	0.099	16.9	*	*	*	1	1	   
Phyllostomidae	Artibeus	cinereus	467	12.6	120.4	*	*	SM-MF	*	*	1	1	   
Phyllostomidae	Artibeus	concolor	633	19.4	152.3	*	*	*	*	*	1	1	   
Phyllostomidae	Artibeus	glaucus	476	12.2	*	*	*	*	*	*	1	1	   
Phyllostomidae	Artibeus	hartii	511	16.1	130.3	*	*	*	*	*	1	1	   
Phyllostomidae	Artibeus	jamaicensis	1016	41	281.1	0.051	40	SM-MF	*	*	1	1	   
Phyllostomidae	Artibeus	lituratus	1233	56	326	0.229	79	*	*	*	1	1	   
Phyllostomidae	Artibeus	phaeotis	448	11.8	*	0.051	12	*	*	*	1	1	   
Phyllostomidae	Artibeus	toltecus	543	16.6	*	*	*	*	*	*	1	1	   
Phyllostomidae	Brachyphylla	cavernarum	1196	44.5	322.9	0.064	40.1	*	*	*	1	1	   
Phyllostomidae	Carollia	castanea	452	13.1	104	*	*	*	*	*	1	1	   
Phyllostomidae	Carollia	perspicillata	546	17.8	129.1	0.125	18.5	SM-MF	No	polygyny	1	1	   
Phyllostomidae	Centurio	senex	*	*	*	0.08	22.9	*	*	*	1	1	   
Phyllostomidae	Chiroderma	salvini	814	26.1	210.5	*	*	*	*	*	1	1	   
Phyllostomidae	Chiroderma	trinitatum	537	13.7	152.2	*	*	*	*	*	1	1	   
Phyllostomidae	Chiroderma	villosum	770.5	28.25	195.1	*	*	*	*	*	1	1	   
Phyllostomidae	Choeroniscus	minor	389	9.6	95.4	*	*	*	*	*	1	1	   
Phyllostomidae	Chrotopterus	auritus	*	*	*	0.182	92.1	SM-SF	No	monogamy	1	2	   
Phyllostomidae	Desmodus	rotundus	999	36.3	312.5	0.083	33.7	SM-MF	No	polygyny	1	2	   
Phyllostomidae	Diaemus	youngi	978	34.6	*	*	*	*	*	*	1	2	   
Phyllostomidae	Diphylla	ecaudata	798	30.9	231.1	*	*	*	*	*	1	2	   
Phyllostomidae	Ectophylla	alba	*	*	*	0.079	5.5	SM-MF	*	*	1	1	   
Phyllostomidae	Glossophaga	leachii	*	*	*	0.029	8.4	*	*	*	1	1	   
Phyllostomidae	Glossophaga	longirostris	435	11.3	92.9	*	*	*	*	*	1	1	   
Phyllostomidae	Glossophaga	soricina	393	9.9	88	*	*	*	*	*	1	1	   
Phyllostomidae	Leptonycteris	curasoae	610	24.5	140.3	0.263	29	*	*	*	1	1	   
Phyllostomidae	Leptonycteris	nivalis	586	22.8	144.3	*	*	*	*	*	1	1	   
Phyllostomidae	Lionycteris	spurrelli	352	7.55	81.7	*	*	*	*	*	1	*	   
Phyllostomidae	Lonchophylla	mordax	432	10.7	97.5	*	*	*	*	*	1	1	   
Phyllostomidae	Lonchophylla	thomasi	337	6.9	76.7	*	*	*	*	*	1	1	   
Phyllostomidae	Lonchorhina	aurita	377	18	*	*	*	*	*	*	1	2	   
Phyllostomidae	Macrophyllum	macrophyllum	321	8.6	80.3	*	*	*	*	*	1	2	   
Phyllostomidae	Macrotus	waterhousii	*	*	*	0.037	16	*	*	*	1	1	   
Phyllostomidae	Mesophylla	macconnelli	344	7.5	86.9	*	*	*	*	*	1	1	   
Phyllostomidae	Micronycteris	brachyotis	408	14.7	88	*	*	*	*	*	1	1	   
Phyllostomidae	Micronycteris	megalotis	274	6.5	59.7	*	*	*	*	*	1	1	   
Phyllostomidae	Micronycteris	minuta	286	6.9	65.6	*	*	*	*	*	1	1	   
Phyllostomidae	Micronycteris	schmidtorum	308	7.8	76	*	*	*	*	*	1	1	   
Phyllostomidae	Mimon	crenulatum	326	11.8	87.1	*	*	*	*	*	1	1	   
Phyllostomidae	Monophyllus	plethodon	412.5	14.9	96.4	0.042	15.5	*	*	*	1	1	   
Phyllostomidae	Phylloderma	stenops	1338	46.1	348.3	*	*	*	*	*	1	1	   
Phyllostomidae	Phyllostomus	discolor	1090	36.6	312.6	0.649	44.9	SM-MF	No	polygyny	1	1	   
Phyllostomidae	Phyllostomus	elongatus	885	44.9	226.3	*	*	*	*	*	1	1	   
Phyllostomidae	Phyllostomus	hastatus	1517	90.1	438.9	0.308	91.8	SM-MF	No	polygyny	1	2	   
Phyllostomidae	Platyrrhinus	brachycephalus	608	16.1	158.1	*	*	*	*	*	1	1	   
Phyllostomidae	Platyrrhinus	helleri	519	13.8	147.1	*	*	*	*	*	1	1	   
Phyllostomidae	Platyrrhinus	infuscus	1110	50.2	284.5	*	*	*	*	*	1	1	   
Phyllostomidae	Platyrrhinus	lineatus	741	22.6	213.9	*	*	*	*	*	1	1	   
Phyllostomidae	Platyrrhinus	vittatus	1175	36.6	344.4	*	*	*	*	*	1	1	   
Phyllostomidae	Rhinophylla	pumilio	356	8.9	85.6	*	*	*	*	*	1	1	   
Phyllostomidae	Sphaeronycteris	toxophyllum	524	18.4	135.2	*	*	*	*	*	1	1	   
Phyllostomidae	Sturnira	bidens	*	*	*	0.058	17.5	*	*	*	1	1	   
Phyllostomidae	Sturnira	lilium	618	20.2	161.4	0.121	20.4	*	*	*	1	1	   
Phyllostomidae	Sturnira	ludovici	676	25.9	159.7	*	*	*	*	*	1	1	   
Phyllostomidae	Sturnira	tildae	701	24.4	190	*	*	*	*	*	1	1	   
Phyllostomidae	Tonatia	bidens	788	29.4	206.6	*	*	*	*	*	1	1	   
Phyllostomidae	Tonatia	carrikeri	*	*	*	0.409	23	*	*	*	1	1	   
Phyllostomidae	Tonatia	schulzi	510	21.3	153.5	*	*	*	*	*	1	1	   
Phyllostomidae	Tonatia	silvicola	756	32.3	240.2	*	*	*	*	*	1	1	   
Phyllostomidae	Trachops	cirrhosus	1003	36.9	296.4	*	*	*	*	*	1	2	   
Phyllostomidae	Uroderma	bilobatum	612	16.2	155.8	0.098	14.9	SM-MF	*	*	1	1	   
Phyllostomidae	Vampyressa	pusilla	378	8.6	98.3	*	*	*	*	*	1	1	   
Phyllostomidae	Vampyrodes	caraccioli	947	39.7	248.6	0.332	26.9	*	*	*	1	1	   
Phyllostomidae	Vampyrum	spectrum	2587	173	757.7	0.203	158.8	SM-SF	No	monogamy	1	2	   
Pteropodidae	Acerodon	mackloti	*	*	*	3.25	518	*	*	*	2	1	   
Pteropodidae	Balionycteris	maculata	512	14.4	135	*	*	*	*	*	2	1	   
Pteropodidae	Casinycteris	argynnis	838	27	233.7	*	*	*	*	*	2	1	   
Pteropodidae	Chironax	melanocephalus	606	17.7	168.3	*	*	*	*	*	2	1	   
Pteropodidae	Cynopterus	brachyotis	981	33.9	287.6	*	*	SM-MF	*	*	2	1	   
Pteropodidae	Cynopterus	horsfieldi	1373	59.3	432.3	*	*	SM-MF	*	*	2	1	   
Pteropodidae	Cynopterus	sphinx	1061	42.4	352.2	0.36	35	SM-MF	Yes	polygynandry	2	1	   
Pteropodidae	Dobsonia	inermis	2700	149	834.8	*	*	*	*	*	2	1	   
Pteropodidae	Dobsonia	moluccensis	4585.5	347.5	1513.5	*	*	*	*	*	2	1	   
Pteropodidae	Dobsonia	peroni	*	*	*	1.64	224	*	*	*	2	1	   
Pteropodidae	Dobsonia	praedatrix	3028	184	933	*	*	*	*	*	2	1	   
Pteropodidae	Eidolon	helvum	4290	262	1406	5.5	325	MM-MF	*	*	2	1	   
Pteropodidae	Eonycteris	spelaea	1310	58.7	384	0.798	60	MM-MF	*	*	2	1	   
Pteropodidae	Epomophorus	gambianus	4330	309	*	*	*	*	*	*	2	1	   
Pteropodidae	Epomophorus	labiatus	1586	63.9	460.8	0.9	80	*	*	*	2	1	   
Pteropodidae	Epomophorus	wahlbergi	1814	74.1	*	*	*	SM-MF	*	*	2	1	   
Pteropodidae	Epomops	buettikoferi	*	*	*	0.299	160	SM-MF	*	*	2	1	   
Pteropodidae	Epomops	franqueti	2210	120	614.8	*	*	*	*	*	2	1	   
Pteropodidae	Haplonycteris	fischeri	*	*	*	0.81	18	*	*	*	2	1	   
Pteropodidae	Hypsignathus	monstrosus	3479	310	1056	0.471	310	SM-MF	*	*	2	1	   
Pteropodidae	Macroglossus	minimus	561	14.6	155.7	0.287	15.9	*	*	*	2	1	   
Pteropodidae	Macroglossus	sobrinus	694	21.8	186.2	0.317	23	*	*	*	2	1	   
Pteropodidae	Megaerops	ecaudatus	797	24	246.8	*	*	*	*	*	2	1	   
Pteropodidae	Megaerops	niphanae	958	32.6	*	*	*	*	*	*	2	1	   
Pteropodidae	Megaloglossus	woermanni	679	17.9	190.1	*	*	*	*	*	2	1	   
Pteropodidae	Melonycteris	melanops	1291	47.3	414.2	*	*	*	*	*	2	1	   
Pteropodidae	Melonycteris	woodfordi	1017	35.4	320	*	*	*	*	*	2	1	   
Pteropodidae	Micropteropus	pusillus	826	25.1	242.9	0.23	32.5	*	*	*	2	1	   
Pteropodidae	Myonycteris	torquata	1157	36.4	336.5	*	*	*	*	*	2	1	   
Pteropodidae	Notopteris	macdonaldi	1456	70.5	419.9	*	*	*	*	*	2	1	   
Pteropodidae	Nyctimene	albiventer	825	29.7	219.1	*	*	*	*	*	2	1	   
Pteropodidae	Nyctimene	robinsoni	1232	47.1	335.1	*	*	*	*	*	2	1	   
Pteropodidae	Nyctimene	vizcaccia	988	35.4	257	*	*	*	*	*	2	1	   
Pteropodidae	Paranyctimene	raptor	731	26.1	198.3	*	*	*	*	*	2	1	   
Pteropodidae	Penthetor	lucasi	980	35	*	*	*	*	*	*	2	1	   
Pteropodidae	Pteropus	alecto	7039	595	2716	5.1	800	MM-MF	Yes	polygynandry	2	1	   
Pteropodidae	Pteropus	conspicillatus	8350	750	3339	*	*	*	*	*	2	1	   
Pteropodidae	Pteropus	giganteus	*	*	*	8.4	1021	MM-MF	*	*	2	1	   
Pteropodidae	Pteropus	hypomelanus	5302	390	1906	*	*	SM-MF	*	*	2	1	   
Pteropodidae	Pteropus	lylei	6129	314	2386	*	*	*	*	*	2	1	   
Pteropodidae	Pteropus	macrotis	6127	366	*	*	*	*	*	*	2	1	   
Pteropodidae	Pteropus	mahaganus	5280	465	1915	*	*	*	*	*	2	1	   
Pteropodidae	Pteropus	neohibernicus	9114	840	3676	*	*	*	*	*	2	1	   
Pteropodidae	Pteropus	poliocephalus	7230	695	2710	6.75	677	MM-MF	Yes	polygynandry	2	1	   
Pteropodidae	Pteropus	rufus	6900	361	*	*	*	*	*	*	2	1	   
Pteropodidae	Pteropus	samoensis	5792	310	2144	*	*	SM-SF	No	monogamy	2	1	   
Pteropodidae	Pteropus	scapulatus	5360	375	2078	5.3	400	MM-MF	Yes	polygynandry	2	1	   
Pteropodidae	Pteropus	temmincki	4890	250	1814	*	*	*	*	*	2	1	   
Pteropodidae	Pteropus	tonganus	6082	436	2237	3.8	850	SM-MF	*	*	2	1	   
Pteropodidae	Pteropus	vampyrus	9121	1014	3610	*	*	SM-MF	Yes	polygynandry	2	1	   
Pteropodidae	Rousettus	amplexicaudatus	1352	55.4	433	0.74	91.8	*	*	*	2	1	   
Pteropodidae	Rousettus	angolensis	1774	84.3	*	*	*	*	*	*	2	1	   
Pteropodidae	Rousettus	egyptiacus	2276	136	687.4	3.5	142	*	*	*	2	1	   
Pteropodidae	Scotonycteris	zenkeri	710	21.3	182.5	*	*	*	*	*	2	1	   
Pteropodidae	Sphaerias	blanfordi	832	29.5	223.8	*	*	*	*	*	2	1	   
Pteropodidae	Syconycteris	australis	598.5	16.1	175.1	*	*	*	*	*	2	1	   
Rhinolophidae	Asellia	tridens	240	12.8	*	*	*	*	*	*	1	2	   
Rhinolophidae	Aselliscus	stoliczkanus	150	4.9	22.5	*	*	*	*	*	1	2	   
Rhinolophidae	Aselliscus	tricuspidatus	134	4.4	22.2	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	armiger	800	56	168.5	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	ater	206.75	5.95	35.1	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	bicolor	245	8.3	*	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	caffer	304.5	10.7	60.9	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	calcaratus	369	11.35	77.35	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	cervinus	214	7.3	40.7	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	commersoni	750	101.9	171.7	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	diadema	713	42.8	154.5	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	fulvus	236	7	44.6	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	galeritus	278	10.4	*	0.06	6.5	SM-SF	No	monogamy	1	2	   
Rhinolophidae	Hipposideros	halophyllus	152	4	25.5	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	lankadiva	733	48.5	154.5	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	larvatus	413	20.5	85.4	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	lekaguli	584	30.3	123.1	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	maggietaylorae	542.5	20.5	117.75	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	pomona	233	6.2	*	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	ridleyi	268	9.6	50.3	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	ruber	265	7.3	*	*	*	*	*	*	1	2	   
Rhinolophidae	Hipposideros	speoris	284	11.5	57.6	0.08	10	*	*	*	1	2	   
Rhinolophidae	Hipposideros	turpis	599	34.8	128.9	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	acuminatus	302	12.1	*	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	affinis	355	13.7	*	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	capensis	256	12.8	*	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	clivosus	242	20.1	*	0.354	16.2	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	coelophyllus	259	7.7	*	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	cornutus	194	6.6	37.5	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	eloquens	404	19.1	76.5	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	ferrumequinum	350	23.5	*	*	*	SM-MF	*	*	1	2	   
Rhinolophidae	Rhinolophus	hildebrandti	630	29.1	*	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	hipposideros	149	4.6	19	0.038	7	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	landeri	277	9.7	50.6	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	lepidus	187.5	5.7	32.6	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	luctus	621	32.8	135.6	*	*	SM-SF	No	monogamy	1	2	   
Rhinolophidae	Rhinolophus	macrotis	208	6.3	32.4	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	malayanus	202	6.4	34.5	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	megaphyllus	245.5	8.4	47	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	mehelyi	310	9.7	*	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	paradoxolophus	267	9.3	46.9	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	pearsonii	332	13.9	70.9	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	pusillus	164	4.7	29.6	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	robinsoni	277	8.4	*	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	stheno	264.5	7.75	*	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	thomasi	233	9	*	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	trifoliatus	352	14.6	71.6	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinolophus	yunanensis	439	23.5	90.6	*	*	*	*	*	1	2	   
Rhinolophidae	Rhinonicteris	aurantia	248	8.6	47.3	0.012	9.8	*	*	*	1	2	   
Rhinolophidae	Triaenops	persicus	271	13.7	48.1	*	*	*	*	*	1	2	   
Rhinopomatidae	Rhinopoma	hardwickei	275	12.9	54	0.251	19	*	*	*	1	2	   
Rhinopomatidae	Rhinopoma	microphyllum	387	29.4	77.5	1.255	31	*	*	*	1	2	   
Thyropteridae	Thyroptera	tricolor	230	4.5	*	*	*	*	*	*	1	2	   
Vespertilionidae	Antrozous	pallidus	*	*	*	0.362	23	*	*	*	1	2	   
Vespertilionidae	Barbastella	barbastellus	183	5.8	*	*	*	*	*	*	1	2	   
Vespertilionidae	Chalinolobus	beatrix	144	5.5	22.9	*	*	*	*	*	1	2	   
Vespertilionidae	Chalinolobus	gouldii	240	11.7	37.3	0.029	14	*	*	*	1	2	   
Vespertilionidae	Chalinolobus	morio	184	8.3	28.1	*	*	*	*	*	1	2	   
Vespertilionidae	Chalinolobus	poensis	205	8.6	36	*	*	*	*	*	1	2	   
Vespertilionidae	Eptesicus	brasiliensis	197.5	9	32.9	*	*	*	*	*	1	2	   
Vespertilionidae	Eptesicus	demissus	231	15	*	*	*	*	*	*	1	2	   
Vespertilionidae	Eptesicus	flavescens	190	10.5	31.5	*	*	*	*	*	1	2	   
Vespertilionidae	Eptesicus	furinalis	189	7.6	*	0.154	7.5	*	*	*	1	2	   
Vespertilionidae	Eptesicus	fuscus	238	13.6	43.3	*	*	*	*	*	1	2	   
Vespertilionidae	Eptesicus	pachyotis	158	6.6	*	*	*	*	*	*	1	2	   
Vespertilionidae	Eptesicus	pumilus	122	5.4	18.3	*	*	*	*	*	1	2	   
Vespertilionidae	Eptesicus	serotinus	327	22.15	55.7	*	*	*	*	*	1	2	   
Vespertilionidae	Euderma	maculatum	*	*	*	0.066	15	*	*	*	1	2	   
Vespertilionidae	Glischropus	tylopus	100	4.9	14.3	*	*	*	*	*	1	2	   
Vespertilionidae	Harpiocephalus	harpia	442	13.5	81.3	*	*	*	*	*	1	2	   
Vespertilionidae	Hesperoptenus	blanfordi	158	7.3	25.7	*	*	*	*	*	1	2	   
Vespertilionidae	Ia	io	761	53.3	141.3	*	*	*	*	*	1	2	   
Vespertilionidae	Kerivoula	atrox	188	4.2	45.1	*	*	*	*	*	1	2	   
Vespertilionidae	Kerivoula	papillosa	310	10.1	69	*	*	SM-SF	No	monogamy	1	2	   
Vespertilionidae	Kerivoula	pellucida	203	4.1	47.2	*	*	*	*	*	1	2	   
Vespertilionidae	Kerivoula	phalaena	116	3	20.1	*	*	*	*	*	1	2	   
Vespertilionidae	Lasiurus	borealis	170	7.8	27.9	*	*	*	*	*	1	2	   
Vespertilionidae	Lasiurus	ega	*	*	*	0.025	11	*	*	*	1	2	   
Vespertilionidae	Lasiurus	seminolus	*	*	*	0.013	9.3	*	*	*	1	2	   
Vespertilionidae	Miniopterus	australis	204	7.1	37.6	0.04	7.5	SM-MF	No	polygyny	1	2	   
Vespertilionidae	Miniopterus	fuscus	265	11.4	46.4	*	*	*	*	*	1	2	   
Vespertilionidae	Miniopterus	inflatus	325	14.9	55.9	*	*	*	*	*	1	2	   
Vespertilionidae	Miniopterus	magnater	324	15	59.7	*	*	*	*	*	1	2	   
Vespertilionidae	Miniopterus	minor	*	*	*	0.05	7.5	MM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Miniopterus	pusillus	216	8.6	37.2	*	*	*	*	*	1	2	   
Vespertilionidae	Miniopterus	schreibersi	266.25	11.325	43.83333333	0.08	13	*	*	*	1	2	   
Vespertilionidae	Miniopterus	tristis	333	15.6	62.2	*	*	*	*	*	1	2	   
Vespertilionidae	Murina	cyclotis	265	7.875	51.55	*	*	*	*	*	1	2	   
Vespertilionidae	Murina	huttoni	258	8.8	49.5	*	*	*	*	*	1	2	   
Vespertilionidae	Murina	tubinaris	217	5.45	38	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	adversus	254	11.2	46.6	0.143	10	SM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Myotis	albescens	126	4	20.5	0.368	5.5	MM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Myotis	altarium	240	11	36.9	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	annectans	221	9.8	37.3	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	bechsteini	265	10	36.3	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	bocagei	190	7	36	0.08	8	SM-MF	No	polygyny	1	2	   
Vespertilionidae	Myotis	dasycneme	310	15	46.5	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	daubentoni	230	8.5	*	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	evotis	*	*	*	0.192	6.8	*	*	*	1	2	   
Vespertilionidae	Myotis	fortidens	130	4.3	*	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	hasseltii	188	7.5	*	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	horsfieldii	197	6.3	*	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	lucifugus	169	7.9	0.108	6.8	*	MM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Myotis	montivagus	170	8.3	27.8	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	muricola	124	4.8	*	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	myotis	485	25.6	78.3	*	*	SM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Myotis	mystacinus	154	5.25	*	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	nattereri	220	7.5	34.8	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	nigricans	146	5.6	25.65	0.026	4	SM-MF	No	polygyny	1	2	   
Vespertilionidae	Myotis	riparius	173	7.95	*	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	siligorensis	103	3.46	16.2	*	*	*	*	*	1	2	   
Vespertilionidae	Myotis	tricolor	259	13.6	*	*	*	*	*	*	1	2	   
Vespertilionidae	Nyctalus	noctula	364	27	54.9	0.54	27.5	SM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Nycticeius	sanborni	158	9.1	25.7	*	*	*	*	*	1	2	   
Vespertilionidae	Nyctophilus	geoffroyi	167	7.2	31.8	0.046	6.5	*	*	*	1	2	   
Vespertilionidae	Nyctophilus	gouldi	*	*	*	0.217	14	*	*	*	1	2	   
Vespertilionidae	Nyctophilus	timoriensis	254	10.9	47.6	0.06	13.5	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	babu	97	4.8	14.2	*	*	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	ceylonicus	182	10.1	28.3	*	*	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	circumdatus	230	10.4	35.1	*	*	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	coromandra	105	4.6	*	*	*	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	crassulus	132	6.1	21.3	*	*	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	dormeri	143	6.8	21.4	*	*	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	imbricatus	137	6.3	21.2	*	*	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	javanicus	119	4.5	18.4	*	*	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	kuhlii	166	6.3	*	*	*	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	mimus	94	3.9	14.4	0.053	3.6	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	nanus	100	3.9	15.7	0.031	3.5	SM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Pipistrellus	pipistrellus	*	*	*	0.225	5	SM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Pipistrellus	pulveratus	143	5.3	22.6	*	*	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	rusticus	*	*	*	0.31	4	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	stenopterus	244	16.1	39.4	*	*	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	subflavus	125	5.3	16.6	0.0572	5	*	*	*	1	2	   
Vespertilionidae	Pipistrellus	tenuis	113	5.2	17.6	*	*	*	*	*	1	2	    
Vespertilionidae	Plecotus	auritus	238	6.6	*	0.044	7.2	MM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Plecotus	rafinesquii	*	*	*	0.754	9	MM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Rhogeessa	parvula	112	4.5	18.2	*	*	*	*	*	1	2	   
Vespertilionidae	Rhogeessa	tumida	106	5.1	*	0.077	5.1	*	*	*	1	2	   
Vespertilionidae	Scotomanes	ornatus	384	21.8	65	*	*	*	*	*	1	2	   
Vespertilionidae	Scotophilus	borbonicus	*	*	*	0.29	22	*	*	*	1	2	   
Vespertilionidae	Scotophilus	dinganii	437	24.3	87.2	*	*	*	*	*	1	2	   
Vespertilionidae	Scotophilus	heathi	476	31.5	93.6	0.296	37.5	*	*	*	1	2	   
Vespertilionidae	Scotophilus	kuhlii	348.5	19.4	66.8	*	*	*	*	*	1	2	   
Vespertilionidae	Scotophilus	nigrita	1046	101.3	*	*	*	*	*	*	1	2	   
Vespertilionidae	Tylonycteris	pachypus	80	4.8	12.3	0.14	4.1	MM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Tylonycteris	robustula	115	7.2	16.7	0.2	8.4	MM-MF	Yes	polygynandry	1	2	   
Vespertilionidae	Vespertilio	murinus	445	33.3	*	*	*	*	*	*	1	2