This paper presents a series of helioseismic inversions aimed at determinin
g with the highest possible confidence and accuracy the structure of the ro
tational shear layer (the tachocline) located beneath the base of the solar
convective envelope. We are particularly interested in identifying feature
s of the inversions that are robust properties of the data, in the sense of
not being overly influenced by the choice of analysis methods. Toward this
aim we carry out two types of two-dimensional Linear inversions, namely Re
gularized Least-Squares (RLS) and Subtractive Optimally Localized Averages
(SOLA), the latter formulated in terms of either the rotation rate or its r
adial gradient. We also perform nonlinear parametric least-squares fits usi
ng a genetic algorithm-based forward modeling technique. The sensitivity of
each method is thoroughly tested on synthetic data. The three methods are
then used on the LOWL 2 yr frequency-splitting data set. The tachocline is
found to have an equatorial thickness of w/R-. = 0.039 +/- 0.013 and equato
rial central radius r(c)/R-. = 0.693 +/- 0.002 All three techniques also in
dicate that the tachocline is prolate, with a difference in central radius
Delta r(c)/R-. similar or equal to 0.024 +/- 0.004 between latitude 60 degr
ees and the equator. Assuming uncorrelated and normally distributed errors,
a strictly spherical tachocline can be rejected at the 99% confidence leve
l. No statistically significant variation in tachocline thickness with lati
tude is found. Implications of these results for hydrodynamical and magneto
hydrodynamical models of the solar tachocline are discussed.