Add GenPareto and ExtGenPareto (Generalized Pareto) distributions #2691

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Job	Run time
pre-commit	14s
windows (windows-latest, numba, 3.12, tests/statespace/core/test_statespace.py)	13m 57s
windows (windows-latest, numba, 3.12, tests/distributions)	10m 16s
windows (windows-latest, cvm, 3.12, tests/model)	8m 36s
windows (windows-latest, cvm, 3.12, tests/distributions)	6m 58s
windows (windows-latest, numba, 3.12, tests/model)	10m 32s
windows (windows-latest, cvm, 3.12, tests/statespace/filters/test_kalman_filter.py)	5m 1s
windows (windows-latest, cvm, 3.12, tests --ignore tests/model --ignore tests/statespace --ignore...	13m 52s
windows (windows-latest, cvm, 3.12, tests/statespace/core/test_statespace.py)	12m 19s
windows (windows-latest, numba, 3.12, tests/statespace --ignore tests/statespace/core/test_states...	13m 54s
windows (windows-latest, numba, 3.12, tests/statespace/filters/test_kalman_filter.py)	6m 1s
ubuntu (ubuntu-latest, numba, 3.12, tests/model)	6m 54s
ubuntu (ubuntu-latest, numba, 3.12, tests/statespace --ignore tests/statespace/core/test_statespa...	13m 54s
ubuntu (ubuntu-latest, numba, 3.12, tests --ignore tests/model --ignore tests/statespace --ignore...	9m 25s
ubuntu (ubuntu-latest, numba, 3.12, tests/distributions)	6m 39s
ubuntu (ubuntu-latest, cvm, 3.12, tests/statespace --ignore tests/statespace/core/test_statespace...	6m 39s
ubuntu (ubuntu-latest, cvm, 3.12, tests/statespace/core/test_statespace.py)	5m 53s
ubuntu (ubuntu-latest, numba, 3.12, tests/statespace/filters/test_kalman_filter.py)	3m 0s
ubuntu (ubuntu-latest, cvm, 3.12, tests --ignore tests/model --ignore tests/statespace --ignore t...	6m 39s
windows (windows-latest, numba, 3.12, tests --ignore tests/model --ignore tests/statespace --igno...	13m 59s
ubuntu (ubuntu-latest, numba, 3.12, tests/statespace/core/test_statespace.py)	13m 54s
windows (windows-latest, cvm, 3.12, tests/statespace --ignore tests/statespace/core/test_statespa...	13m 54s
ubuntu (ubuntu-latest, cvm, 3.12, tests/distributions)	4m 43s
ubuntu (ubuntu-latest, cvm, 3.12, tests/statespace/filters/test_kalman_filter.py)	2m 7s
ubuntu (ubuntu-latest, cvm, 3.12, tests/model)	5m 52s
all_tests	2s
	3h 35m 14s

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Add GenPareto and ExtGenPareto (Generalized Pareto) distributions #2691

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Add GenPareto and ExtGenPareto (Generalized Pareto) distributions #2691

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