Two different methods for estimating frequency-dependent reflection coeffic
ients for waves incident on a coastline using collocated measurements of el
evation (or pressure) and horizontal current are investigated by simulating
time series with known true reflection coefficients and added uncorrelated
noise. The methods are applicable to measurements made in the nearshore zo
ne where waves propagate essentially shore-normally. A time domain method i
s shown to introduce a significant positive bias in the estimated reflectio
n coefficient. A contour plot is calculated giving the bias as a function o
f the estimated reflection coefficient and the coherence between the estima
ted incoming and outgoing wave time series, which can be used to provide co
rrections for the bias. A new principal component analysis (PCA) technique
is found to be essentially bias-free. For this method, 95% confidence level
s on zero reflection coefficient are computed for a range of numbers of deg
rees of freedom. Spatial separation between the sensors equivalent to a tim
e delay, at the wave phase velocity, of tau(x) produces a spurious peak wit
h a reflection coefficient of one at frequency 1/(4 tau(x)). The peak is ve
ry sensitive to small errors in estimating the time delay, which result in
apparent reflection coefficients even higher than one. The conclusion is th
at the time delay must be made as small as possible in order to push the sp
urious peak to a high frequency. Application of these results is demonstrat
ed using field data taken on a natural beach.