Causal Inference in Statistics
A Primer
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Beschreibung
Many of the concepts and terminology surrounding modern causal inference can be quite intimidating to the novice. Judea Pearl presents a book ideal for beginners in statistics, providing a comprehensive introduction to the field of causality. Examples from classical statistics are presented throughout to demonstrate the need for causality in resolving decision-making dilemmas posed by data. Causal methods are also compared to traditional statistical methods, whilst questions are provided at the end of each section to aid student learning.
Autor*in
Judea Pearl
Themen in »Causal Inference in Statistics«
Deduktion Inferenzstatistik Medical Statistics & Epidemiology Medizinische Statistik u. Epidemiologie Statistics Statistics for Social Sciences Statistik Statistik in den Sozialwissenschaften