TestDimorph

Analysis Of The Interpopulation Difference In Degree of Sexual Dimorphism Using Summary Statistics

Installation

You can install the released version of TestDimorph from CRAN with:

install.packages("TestDimorph")

or the development version from GitHub:

devtools::install_github("bassam-abulnoor/TestDimorph")

Data entry

The input can be in the form of wide format raw data or summary statistics where each row represents measurements of a single individual or population. In order to be recognized by the functions, columns need to have specific names (case sensitive):

Sex : either M for male or F for female (Raw data)
Pop : studied populations (Summary/Raw data)
Trait : studied traits or parameters (Summary)
m : male sample size (Summary)
f : female sample size (Summary)
M.mu: male mean (Summary)
F.mu : female mean (Summary)
M.sdev : male standard deviation (Summary)
F.sdev : female standard deviation (Summary)

N.B

All non numerical values need to be factors.
The list and the data frame formats for the multivariate and RawGen functions input, can be be found in the attached data sets under the names baboon.parms_list and baboon.parms_df respectively.

Examples of data entry

Summary statistics for univariate analysis

Comparison of maximal femur length and mediolateral diameter in mid-shaft

Pop	m	M.mu	M.sdev	f	F.mu	F.sdev
Turkish	150	49.39	3.01	150	42.91	2.90
Bulgarian	82	48.33	2.53	58	42.89	2.84

Summary statistics for multivariate analysis and raw data generation

Comparison of maximal femur length and mediolateral diameter in mid-shaft

Pop	Trait	m	M.mu	M.sdev	f	F.mu	F.sdev
Bulgarian	MXFL	82	461.80	19.90	58	411.70	23.20
Greek	MXFL	36	440.40	19.60	34	409.80	21.40
Bulgarian	MLD	82	27.67	2.21	58	24.89	1.78
Greek	MLD	36	27.74	1.79	34	26.69	2.42

Raw data for summary extraction

The Howells’ craniometric data

Sex	Pop	GOL	NOL	BNL	BBH	XCB	XFB	ZYB	AUB
M	NORSE	189	185	100	135	143	120	133	119
F	NORSE	179	177	97	127	140	114	122	118
M	EGYPT	192	190	104	132	140	116	134	125
F	EGYPT	174	172	93	123	140	118	121	114

Summary statistics for van_vark function

Howells summary data

Trait	Pop	M.mu	m	F.mu	f
GOL	EGYPT	185.6207	58	175.5849	53
GOL	NORSE	188.4727	55	179.9818	55
NOL	EGYPT	183.569	58	175.0377	53
NOL	NORSE	186.1818	55	178.6909	55