tag: 'G computation'

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    1. Mar 2021
    2. academic.oup.com academic.oup.com
      Reflection on modern methods: when worlds collide—prediction, machine learning and causal inference
      1
      1. n.parfitt 15 Mar 2021
        in BehSci

        Blakely, Tony, John Lynch, Koen Simons, Rebecca Bentley, and Sherri Rose. ‘Reflection on Modern Methods: When Worlds Collide—Prediction, Machine Learning and Causal Inference’. International Journal of Epidemiology 49, no. 6 (1 December 2020): 2058–64. https://doi.org/10.1093/ije/dyz132.

        is:article lang:en prediction machine learning causal inference modelling method best prediction propensity scores IPTWs G computation TMLE potential outcomes epidemiology covariate algorithms
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      • lang:en
      • IPTWs
      • G computation
      • algorithms
      • causal inference
      • epidemiology
      • method
      • potential outcomes
      • propensity scores
      • is:article
      • TMLE
      • best prediction
      • prediction
      • machine learning
      • modelling
      • covariate

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      • n.parfitt

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      academic.oup.com/ije/article/49/6/2058/5531243
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