Causal Inference for Data Science（Alex Ruiz de Villa）（Manning Publications 2024）

  • 书名：Causal Inference for Data Science
  • 出版社：Manning Publications
  • 作者：Alex Ruiz de Villa
  • 出版年份：2024
  • 电子书格式： EPUB
  • 简介：Master causal inference techniques for data science with Alex Ruiz de Villa’s comprehensive guide. Learn to move beyond correlation, uncovering true cause-and-effect relationships in your data. This practical book equips you with the skills to design robust studies, analyze complex datasets, and draw reliable conclusions. Ideal for data scientists, analysts, and researchers seeking to enhance their data interpretation and modeling capabilities. Explore causal diagrams, potential outcomes, regression discontinuity designs, instrumental variables, and more. Gain a deeper understanding of causality and its impact on data-driven decision-making.
  • ISBN：9781633439658
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