When binary black holes form in the field, it is expected that their orbits
typically circularize before coalescence. In galactic nuclei and globular
clusters, binary black holes can form dynamically. Recent results suggest that
≈5% of mergers in globular clusters result from three-body
interactions. These three-body interactions are expected to induce significant
orbital eccentricity ≳0.1 when they enter the Advanced LIGO band at a
gravitational-wave frequency of 10 Hz. Measurements of binary black hole
eccentricity therefore provide a means for determining whether or not dynamic
formation is the primary channel for producing binary black hole mergers. We
present a framework for performing Bayesian parameter estimation on
gravitational-wave observations of black hole inspirals. Using this framework,
and employing the non-spinning, inspiral-only EccentricFD waveform approximant,
we determine the minimum detectable eccentricity for an event with masses and
distance similar to GW150914. At design sensitivity, we find that the current
generation of advanced observatories will be sensitive to orbital
eccentricities of ≳0.05 at a gravitational-wave frequency of 10 Hz,
demonstrating that existing detectors can use eccentricity to distinguish
between circular field binaries and globular cluster triples. We compare this
result to eccentricity distributions predicted to result from three black hole
binary formation channels, showing that measurements of eccentricity could be
used to infer the population properties of binary black holes.Comment: 12 pages, 7 figures, 2 table