These open-source MMM tools solve different measurement problems, from budget optimization to forecasting and preprocessing.

摘要：本文回顾了过去半个世纪最重要的统计学思想，并将其归纳为以下几类：反事实因果推断、自助法和基于模拟的推断、过参数模型和正则化、贝叶斯多层模型、通用计算算法、自适应决策分析、稳健推断以及探索性数据分析。我们探讨了这些子领域的主要贡献，它们与现代计算 ...

The classic thought experiment about a horse-sized duck and a hundred duck-sized horses is more than a joke. It captures a ...

Matt Nichols, General Partner at Commerce Ventures, notes that the mechanics are already in motion. Looking ahead, he ...

AI’s predictive power is transformative, but its lack of explainability, contextual understanding, and causal reasoning ...

Real-world adverse events are rarely monocausal. They emerge from the interaction of drug exposure, comorbid conditions, physiological states, concomitant medications, and patient-specific ...