Analysis of behaviour in sports through polar coordinate analysis with MATLAB®

The use of the polar coordinates technique (Sackett, Exceptional Infant Psychosocial Risks in Infant-Environment Transactions, 1980; Anguera, Establecimiento de pautas para la viabilidad de la categorización y reducción de datos en los marcos de conducta mediante la técnica de coordenadas polares, 1985) helps estimating the kind of the relation existing between a focal category and the remaining categories that make up the taxonomic system. Nowadays, there is no software application in the market capable of conducting the polar coordinates analysis and, consequently, it tends to be carried out in a rather unsystematic way. Given the need to systematise, facilitate and speed up the procedure, a software application called CoordenadasPolares.m was developed, this being an script file for execution in MATLAB® (The MathWorks, Inc., http://www.mathworks.com/), which performs a polar coordinates analysis of the input data for a given category and represents the relations of activation and inhibition between the behaviours on a vector map.

[1]  Methods for the Analysis of Explanatory Linear Regression Models with Missing Data Not at Random , 2003 .

[2]  Hsin-Hung Wu,et al.  Applying a markov chain model in quality function deployment , 2008 .

[3]  W. G. Cochran Some Methods for Strengthening the Common χ 2 Tests , 1954 .

[4]  Carlos Lago Peñas,et al.  Use of the polar coordinates technique to study interactions among professional Soccer players , 2002 .

[5]  A. H. Mendo,et al.  El análisis de coordenadas polares para la estimación de relaciones en la interacción motriz en fútbol , 2003 .

[6]  M. T. Argilaga,et al.  Análisis de coordenadas polares en el estudio de las diferencias individuales de la acción de juego , 1998 .

[7]  J. Osofsky Handbook of infant development , 1979 .

[8]  Vicenç Quera,et al.  ANSEC: A BASIC package for lag sequential analysis of observational data , 1984 .

[9]  Perea Rodríguez,et al.  Análisis de las acciones colectivas en el futbol de rendimiento , 2008 .

[10]  J. Arnau,et al.  Autocorrelation and Bias in Short Time Series: An Alternative Estimator , 2001 .

[11]  D. Bello Modificación de la técnica clásica de coordenadas polares mediante un desarrollo distinto de la retrospectividad: aplicación al tenis , 2000 .

[12]  Todd M. Bailey,et al.  AGL StimSelect: Software for automated selection of stimuli for artificial grammar learning , 2008, Behavior research methods.

[13]  Richard Holm,et al.  A FORTRAN program for lag sequential analysis of contingency and cyclicity in behavioral interaction data , 1979 .

[14]  Verónica Morales-Sánchez,et al.  Optimising a Probabilistic Model of the Development of Play in Soccer , 2007 .

[15]  Roger Bakeman,et al.  Analyzing Interaction: Sequential Analysis with SDIS and GSEQ , 1995 .

[16]  Francis Tuerlinckx,et al.  Diffusion model analysis with MATLAB: A DMAT primer , 2008, Behavior research methods.