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Module Reading List

Data Science & Analytics for Causal Inference and Prediction, 2021/22, Semester 1
Prof Mark Gilthorpe
Tutor information is taken from the Module Catalogue

Blastland, M., 2019. The hidden half: How the world conceals its secrets. Atlantic Books. ISBN: 9781786496386

Harrell, F.E., 2015. Regression modeling strategies: with applications to linear models, logistic and ordinal regression, and survival analysis (Vol. 3). New York: springer. ISBN: 9783319194257  

Kahneman, D., 2012. Thinking, fast and slow... in 30 minutes: A 30 minute expert summary. Berkeley, California: Callisto Media Inc. ISBN: 9781623150600

McElreath, R., 2020. Statistical rethinking: A Bayesian Course with Examples in R and STAN. Chapman and Hall/CRC. ISBN: 9780429642319

Pearl, J., Glymour, M. and Jewell, N.P., 2016. Causal inference in statistics: A primer. John Wiley & Sons. ISBN: 9781119186861


This list was last updated on 19/09/2021