We describe in detail the methods used to obtain the lower bound on the
lifetime of neutrinoless double-beta (0νββ) decay in 130Te and
the associated limit on the effective Majorana mass of the neutrino using the
CUORE-0 detector. CUORE-0 is a bolometric detector array located at the
Laboratori Nazionali del Gran Sasso that was designed to validate the
background reduction techniques developed for CUORE, a next-generation
experiment scheduled to come online in 2016. CUORE-0 is also a competitive
0νββ decay search in its own right and functions as a platform to
further develop the analysis tools and procedures to be used in CUORE. These
include data collection, event selection and processing, as well as an
evaluation of signal efficiency. In particular, we describe the amplitude
evaluation, thermal gain stabilization, energy calibration methods, and the
analysis event selection used to create our final 0νββ decay search
spectrum. We define our high level analysis procedures, with emphasis on the
new insights gained and challenges encountered. We outline in detail our
fitting methods near the hypothesized 0νββ decay peak and catalog
the main sources of systematic uncertainty. Finally, we derive the
0νββ decay half-life limits previously reported for CUORE-0,
T1/20ν>2.7×1024 yr, and in combination with the Cuoricino
limit, T1/20ν>4.0×1024 yr.Comment: 18 pages, 18 figures. (Version 3 reflects only minor changes to the
text. Few additional details, no major content changes.