By Stephen M. Stigler

ISBN-10: 0674088913

ISBN-13: 9780674088917

What offers records its solidarity as a technology? Stephen Stigler units forth the seven foundational principles of statistics―a clinical self-discipline with regards to yet detailed from arithmetic and computing device science.

Even the main easy idea―*aggregation*, exemplified through averaging―is counterintuitive. It permits one to realize info by way of discarding info, particularly, the distinctiveness of the observations. Stigler’s moment pillar, *information dimension, *challenges the significance of “big info” by way of noting that observations aren't all both vital: the volume of knowledge in a knowledge set is usually proportional to simply the sq. root of the variety of observations, now not absolutely the quantity. The 3rd inspiration is *likelihood*, the calibration of inferences with using chance. *Intercomparison* is the main that statistical comparisons wouldn't have to be made with appreciate to an exterior general. The 5th pillar is *regression*, either a paradox (tall mom and dad on regular produce shorter kids; tall youngsters on regular have shorter mom and dad) and the foundation of inference, together with Bayesian inference and causal reasoning. The 6th thought captures the significance of *experimental design*―for instance, by way of spotting the earnings available from a combinatorial technique with rigorous randomization. The 7th inspiration is the *residual*: the idea advanced phenomenon may be simplified by means of subtracting the impact of recognized reasons, leaving a residual phenomenon that may be defined extra easily.

*The Seven Pillars of Statistical Wisdom* provides an unique, unified account of statistical technology that might fascinate the layperson and interact the pro statistician.