Under construction
Introduction
We now review the support that Real Statistics provides for carrying out coarsened exact matching (CEM). This support is provided via the Coarsened Exact Matching data analysis tool, which will be available shortly as part of Rel 9.4.
Reference will be made to various worksheet functions. These worksheet functions will also be available with Rel 9.4.
Coarsening the Data
References
King, G. (2015) Why propensity scores should not be used for matching
https://www.youtube.com/watch?v=rBv39pK1iEs
Huntington-Klein, N. (2012) Coarsened exact matching and entropy balancing
https://www.youtube.com/watch?v=M6AsS4zaWQk
Blackwell, M., Iacus, S., King, G., Porro, G. (2011) CEM for SPSS
https://projects.iq.harvard.edu/cem-spss/pages/how-use-cem-spss
Huffman, A. (2017) CEM; Coarsened exact matching explained
https://medium.com/@devmotivation/cem-coarsened-exact-matching-explained-7f4d64acc5ef
Wu, W. (2023) Coarsened exact matching
https://cem-linearinf.readthedocs.io/en/latest/tuto_cem.html
Wu, W. (2023) Balance checking
https://cem-linearinf.readthedocs.io/en/latest/tuto_balance.html
Wu, W. (2023) Inference
https://cem-linearinf.readthedocs.io/en/latest/tuto_inf.html
Wu, W. (2023) Sensitivity analysis
https://cem-linearinf.readthedocs.io/en/latest/tuto_sen.html