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Proper handling of parameter bounds in prior / startpoint sampling #330

@dweindl

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@dweindl

Currently, when sampled startpoints are outside the bounds, their value is set to the upper/lower bounds. This may put too much probability mass on the bounds. The problem is illustrated in https://petab--329.org.readthedocs.build/projects/libpetab-python/en/329/example/distributions.html. This should instead be handled by sampling from the respective truncated distributions (which we anyways want to support in PEtab2).

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