Jm. Campa et al., IMPLIED EXCHANGE-RATE DISTRIBUTIONS - EVIDENCE FROM OTC OPTION MARKETS, Journal of international money and finance, 17(1), 1998, pp. 117-160
This paper uses a rich new dataset of option prices on the dollar-mark
, dollar-yen, and key EMS cross-rates to extract the entire risk-neutr
al probability density function (pdf) over horizons of 1 and 3 months.
We compare three alternative smoothing methods - cubic splines, an im
plied binomial tree (trimmed and untrimmed), and a mixture of lognorma
ls - for transforming option data into the pdf. Despite their methodol
ogical differences, the three approaches lead to a similar pdf clearly
distinct from the lognormal benchmark, and typically characterized by
skewness and leptokurtosis. We then document a striking positive corr
elation between skewness in these pdfs and the spot rate. The stronger
a currency the more expectations are skewed towards a further appreci
ation of that currency. We interpret this finding as a rejection that
innovations in these exchange rates are independent of the level, or c
haracteristic of a credible target zone, explicit or implicit. Instead
, this positive correlation is consistent with target zones with endog
enous realignment risk. We discuss two interpretations of our results
on skewness: when a currency is stronger, the actual probability of fu
rther large appreciation is higher, or because of risk, such states ar
e valued more highly. (C) 1998 Elsevier Science Ltd. All rights reserv
ed.