Causality from the Point of View of Statistics
Causality from the Point of View of Statistics
Ferreira, José A.
product information
Condition: New, UPC: 9781666777093, Type: Hardcover ,
join & start selling
description
rrelation does not imply causation." Since much of science is concerned with problems of causality and statistics is so widely used in research, one may wonder whether statistics possesses the tools to study such problems and contribute to their resolution. These were the questions posed over thirty years ago by Pearl, Robins, Rubin, Shafer, etc. when they set out to incorporate notions of causality into statistics theory and develop methods for estimating causal relationships. Since then, the schools of "statistical causality" they founded have produced interesting results and methods that help us think about causality and are potentially useful in real-life problems. Yet, despite its appeal, statistical causality is still disregarded by many "mainstream" statisticians, and its methods are not widely known. In part this is explained by the unorthodox and apparently disparate character of the various schools, in particular by the distinct languages they developed and that are not readily accessible. Thus, even some advanced researchers seemed startled by things like Rubin's "counterfactuals" that in one guise or another appear in all theories but that seem potentially incompatible with Kolmogorov's formalism, the very foundation of statistics. It turns out that statistical causality is firmly rooted in Kolmogorov's axiomatization of probability as the elements required by it are essentially those proposed a century ago by Steinhaus, and, perhaps surprisingly, that statistics has always engaged with causality. The present book makes this plain, providing a basis for statistical causality that subsumes and reconciles the theories of all other schools and that to a mainstream statistician will appear entirely familiar and natural.
reviews

Be the first to write a review

member goods

No member items were found under this heading.

notems store

listens & views

IN THE NAME OF SATAN

by BABY STAB HOROROR

COMPACT DISC

out of stock

$11.99

GREATEST SHIT

by KMFDM

COMPACT DISC

$18.49

TRUTH BEYOND THE BEAT

by DJ UNWIND

COMPACT DISC

out of stock

$9.49

BOFFO

by BOFFO

COMPACT DISC

out of stock

$9.49

Return Policy

All sales are final

Shipping

No special shipping considerations available.
Shipping fees determined at checkout.