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lines changed Original file line number Diff line number Diff line change @@ -64,13 +64,9 @@ Hamilton's equations are numerically integrated using leapfrog integration with
6464step size `eps` for `L` steps and initial momenta sampled from a Gaussian distribution with
6565covariance given by `metric` (mass matrix).
6666
67- ## `metric` options
68-
6967Sampling with HMC is improved by using a metric/mass matrix that approximates the
7068**inverse** covariance of the target distribution, and is equivalent to a linear transformation
71- of the parameter space (see Neal, 2011).
72-
73- The following options are supported for `metric`:
69+ of the parameter space (see Neal, 2011). The following options are supported for `metric`:
7470
7571- `nothing` (default): identity matrix
7672- `Vector`: diagonal matrix with the given vector as the diagonal
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