Can ANOVA measure causal strength?

Quarterly Review of Biology 83 (1):47-55 (2008)
  Copy   BIBTEX

Abstract

The statistical technique of analysis of variance is often used by biologists as a measure of causal factors’ relative strength or importance. I argue that it is a tool ill suited to this purpose, on several grounds. I suggest a superior alternative, and outline some implications. I finish with a diagnosis of the source of error – an unwitting inheritance of bad philosophy that now requires the remedy of better philosophy.

Similar books and articles

Causal efficacy and the analysis of variance.Robert Northcott - 2006 - Biology and Philosophy 21 (2):253-276.
A comparison of three Occam’s razors for Markovian causal models.Jiji Zhang - 2013 - British Journal for the Philosophy of Science 64 (2):423-448.
Reaching a verdict.David W. Green & Rachel McCloy - 2003 - Thinking and Reasoning 9 (4):307 – 333.
New Hope for Shogenji's Coherence Measure.Jonah N. Schupbach - 2011 - British Journal for the Philosophy of Science 62 (1):125-142.
Aggregating Causal Judgments.Richard Bradley, Franz Dietrich & Christian List - 2014 - Philosophy of Science 81 (4):491-515.
Consistency strength of higher chang’s conjecture, without CH.Sean D. Cox - 2011 - Archive for Mathematical Logic 50 (7-8):759-775.
Dynamometrie. Zur Messung der Körperkraft des Menschen im 19. Jahrhundert.Albrecht Hirschmüller - 1997 - NTM Zeitschrift für Geschichte der Wissenschaften, Technik und Medizin 5 (1):104-118.
Is ds′ a suitable measure of recognition memory “strength”?Richard A. Chechile - 1978 - Bulletin of the Psychonomic Society 12 (2):152-154.
Motivational strength.Alfred R. Mele - 1998 - Noûs 32 (1):23-36.

Analytics

Added to PP
2014-11-25

Downloads
1,233 (#9,383)

6 months
56 (#75,949)

Historical graph of downloads
How can I increase my downloads?

Author's Profile

Robert Northcott
Birkbeck, University of London

References found in this work

Causality: Models, Reasoning and Inference.Judea Pearl - 2000 - New York: Cambridge University Press.
Causality: Models, Reasoning and Inference.Judea Pearl - 2000 - Tijdschrift Voor Filosofie 64 (1):201-202.
Causation.D. Lewis - 1973 - In Philosophical Papers Ii. Oxford University Press. pp. 159-213.

View all 9 references / Add more references