Iain Johnstone

Biographic Data

ID10745211
NAMEIain Johnstone
GIVEN NAMESIain
FAMILY NAMEJohnstone
SIGNATUREJOHNSTONE I
AFFILIATIONSStanford University
VERIFIEDNo
TOTAL WORKS2
TOTAL CITATIONS0
WORKS AS AUTHOR2
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2004
LATEST PUBLICATION YEAR2020
H-INDEX0

  • Lead pollution and the Roman economy

    Open AccessDamian Pavlyshyn, I M Johnstone et al.ARTICLEJournal of Roman Archaeology2020

    More than a decade ago, the Oxford Roman Economy Project (OXREP) 1 and the Cambridge economic history of the Greco-Roman world put the question of the performance of the Roman economy at the center of historical debate, prompting a flood of books and articles attempting to assess the degree of growth in the economy. 2 The issue is of sufficient importance that it has figured in the narratives of economists analyzing the impact of institutional fr…

  • Least angle regression

    Bradley Efron, Trevor Hastie et al.ARTICLEThe Annals of Statistics2004

    The purpose of model selection algorithms such as All Subsets, Forward Selection and Backward Elimination is to choose a linear model on the basis of the same set of data to which the model will be applied. Typically we have available a large collection of possible covariates from which we hope to select a parsimonious set for the efficient prediction of a response variable. Least Angle Regression (LARS), a new model selection algorithm, is a use…