This supplemental appendix extends the results in Mancini, Ranaldo, and Wrampelmeyer (2011), presenting additional analyses and robustness checks. It also describes the cleaning procedure of the EBS data, compares EBS to other datasets, and discusses the robust estimation of the price impact model

Parametric option pricing models are largely used in Finance. These models capture several features of asset price dynamics. However, their pricing performance can be significantly enhanced when they are combined with nonparametric learning approaches that learn and correct empirically the...

We compare the forecasts of Quadratic Variation given by the Realized Volatility (RV) and the Two Scales Realized Volatility (TSRV) computed from high frequency data in the presence of market microstructure noise, under several different dynamics for the volatility process and assumptions on the...

We propose a new method for pricing options based on GARCH models with filtered historical innovations. In an incomplete market framework, we allow for different distributions of historical and pricing return dynamics, which enhances the model's flexibility to fit market option prices. An...

This online appendix extends the empirical analysis in the main paper, and provides diagnostic tests, robustness checks and additional regression results.The paper "Estimating Sentiment, Risk Aversion, and Time Preference from Behavioral Pricing Kernel Theory" to which these Appendices apply is...

This online appendix provides additional examples, proofs, and technical derivations.The paper "Scientific Research Measures" to which these Appendices apply is available at the following URL: "http://ssrn.com/abstract=2287672" http://ssrn.com/abstract=2287672

This supplemental appendix extends the results in Mancini, Ranaldo, and Wrampelmeyer (2015) by presenting additional analyses and robustness checks. It also describes the procedure to construct proxies for the volume-weighted average haircuts applied by the ECB and Eurex Repo.The paper "The Euro...

We estimate investors' sentiment from option and stock prices by anchoring objective beliefs to a neoclassical pricing kernel. Our estimates of sentiment correlate well with other sentiment measures such as the Baker–Wurgler index, the Yale/Shiller crash confidence index and the Duke/CFO...

Repo markets trade off the efficient allocation of liquidity in the financial sector with resilience to funding shocks. The repo trading and clearing mechanisms are crucial determinants of the allocation-resilience tradeoff. The two common mechanisms, anonymous central-counterparty (CCP) and...