Discussion of: A statistical analysis of multiple temperature proxies: Are reconstructions of surface temperatures over the last 1000 years reliable?
Doug Nychka, Bo Li

TL;DR
This paper discusses the reliability of surface temperature reconstructions over the past millennium based on multiple proxies, critically analyzing the statistical methods used in prior studies.
Contribution
It provides a critical discussion on the statistical approaches and reliability of temperature reconstructions over the last 1000 years.
Findings
Highlights limitations of current proxy-based reconstructions
Emphasizes need for improved statistical methods
Questions the certainty of past temperature estimates
Abstract
Discussion of "A statistical analysis of multiple temperature proxies: Are reconstructions of surface temperatures over the last 1000 years reliable?" by B.B. McShane and A.J. Wyner [arXiv:1104.4002]
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