Supporting materials

Part 1: Introduction to multinomial logistic regression
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Part 2: Multiple multinomial logistic regression
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Related datasets, collections and other links

• Computer workshop
• Data file
• Crime Survey for England and Wales, 2013-2014: Unrestricted Access Teaching Dataset

Recommended reading

• Field (2018): Discovering Statistics Using IBM SPSS Statistics, 5th edition. Los Angeles, London: SAGE. Chapter 20: Categorical outcomes: logistic regression.
• Agresti (2013): Categorical data analysis. Hoboken, New Jersey: Wiley-Interscience. Chapter 8.1: Nominal Responses: Baseline–Category Logit Models.
• Mehmetoglu, M. and Jakobsen, G. (2017). Applied Statistics using Stata. A Guide for the Social Sciences. Los Angeles, London: SAGE. Chapter 8.5 Multinomial logistic regression.
• Also see the appropriate examples by IDRE at UCLA depending on which software you use: https://stats.idre.ucla.edu/other/dae/