An introduction to MATLAB for behavioral researchers /
Christopher R. Madan
- Thousand Oaks, CA : SAGE Publications, Inc., 2014.
- xi, 267 p. : col, ill. ; 24 cm.
The basics -- What is matlab? -- Data, meet matlab -- Basic analyses -- Making figures -- Automating your analyses -- Debug and optimize -- Elementary statistics -- Putting it all together -- The final chapter -- Glossary.
MATLAB is a powerful data analysis program, but many behavioral science researchers find it too daunting to learn and use. An Introduction to MATLAB for Behavioral Researchers by Christopher R. Madan is an easy-to-understand, hands-on guide for behavioral researchers who have no prior programming experience. Written in a conversational and non-intimidating style, the author walks students--step by step--through analyzing real experimental data. Topics covered include the basics of programming, the implementation of simple behavioral analyses, and how to make publication-ready figures. More advanced topics such as pseudo-randomization of trial sequences to meet specified criteria and working with psycholinguistic data are also covered. Interesting behavioral science examples and datasets from published studies, such as visualizing fixation patterns in eye-tracking studies and animal search behavior in two-dimensional space, help develop an intuition for data analysis, which is essential and can only be developed when working with real research problems and real data. This hands-on guide shows psychology students how to use MATLAB for analyzing experimental data. Written in a conversational and non-intimidating style, the author walks students step-by-step through importing their data, working with their data, and plotting data for presentation-ready figures and graphs.