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Inferences from Statistics to Causation

  • Lars-Göran Johansson,
  • Thomas Banitz,
  • Volker Grimm,
  • Tilman Hertz,
  • Emilie Lindkvist,
  • Rodrigo Martínez Peña,
  • Sonja Radosavljevic,
  • Petri Ylikoski,
  • Maja Schlüter

摘要

Empirical results often consist of data organised as values of variables.The first question is whether an observed correlation is evidence enough for a correlation in the entire population. If the answer is yes, the next question is whether this correlation reflects a causal connection or not. That need not be the case, there might be a common cause. The main points of this chapter are: