Module Expr Str ImportFrom alias alias alias Assign NameStore Str Import alias identifier Import alias identifier Import alias identifier ImportFrom alias alias alias alias alias ClassDef bases NameLoad body FunctionDef arguments args NameParam defaults vararg kwarg body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Expr Call NameLoad Call AttributeLoad NameLoad attr NameLoad ListLoad Num Num Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Expr Call NameLoad Call AttributeLoad NameLoad attr NameLoad Num Num Num Expr Call NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad TupleLoad Num Num Num ListLoad Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad ListLoad Num Num Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Num attr Num Num Expr Call NameLoad Call AttributeLoad NameLoad attr NameLoad keyword Num ListLoad ListLoad Num Num Num ListLoad Num Num Num Num Expr Call NameLoad Call AttributeLoad NameLoad attr NameLoad keyword Num Call AttributeLoad Call AttributeLoad NameLoad attr Num attr Num Num Assign NameStore ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body FunctionDef arguments args NameParam defaults vararg kwarg body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore ListLoad Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Num Expr Call NameLoad Call AttributeLoad NameLoad attr NameLoad ListLoad Num Num ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad ListLoad Num Num Num Expr Call NameLoad NameLoad ListLoad Num Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad ListLoad Num Num Num Expr Call NameLoad NameLoad ListLoad Num Num Num Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad ListLoad Num Num Num keyword Num Expr Call NameLoad SubscriptLoad NameLoad ExtSlice Slice Index Num Call AttributeLoad NameLoad attr SubscriptLoad NameLoad ExtSlice Slice Index Num ListLoad Num Num Num Expr Call NameLoad SubscriptLoad NameLoad ExtSlice Slice Index Num Call AttributeLoad NameLoad attr SubscriptLoad NameLoad ExtSlice Slice Index Num ListLoad Num Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad ListLoad Num Num Num keyword Num keyword NameLoad Expr Call NameLoad SubscriptLoad NameLoad ExtSlice Ellipsis Index Num Call AttributeLoad NameLoad attr SubscriptLoad NameLoad ExtSlice Slice Index Num ListLoad Num Num Num keyword NameLoad Expr Call NameLoad SubscriptLoad NameLoad ExtSlice Ellipsis Index Num Call AttributeLoad NameLoad attr SubscriptLoad NameLoad ExtSlice Slice Index Num ListLoad Num Num Num keyword NameLoad decorator_list decorator_list If CompareEq NameLoad Str body Expr Call NameLoad
N/A N/A Tests suite for maskedArray statistics.

:author: Pierre Gerard-Marchant
:contact: pierregm_at_uga_dot_edu
 __future__ division print_function absolute_import N/A __author__ Pierre GF Gerard-Marchant ($Author: backtopop $) N/A numpy np N/A numpy.ma ma N/A scipy.stats.mstats ms numpy.testing TestCase run_module_suite assert_equal assert_almost_equal assert_ TestMisc N/A TestCase N/A __init__ N/A N/A self N/A args kwargs N/A N/A N/A N/A TestCase __init__ self args kwargs N/A test_mjci N/A N/A self N/A N/A N/A Tests the Marits-Jarrett estimator N/A data N/A N/A ma array N/A 77 87 88 114 151 210 219 246 253 262 296 299 306 376 428 515 666 1310 2611 N/A N/A assert_almost_equal N/A N/A ms mjci data N/A 55.76819 45.84028 198.87875 5 N/A test_trimmedmeanci N/A N/A self N/A N/A N/A Tests the confidence intervals of the trimmed mean. N/A data N/A N/A ma array N/A 545 555 558 572 575 576 578 580 594 605 635 651 653 661 666 N/A N/A assert_almost_equal N/A N/A ms trimmed_mean data 0.2 596.2 1 N/A N/A assert_equal N/A N/A np round N/A N/A ms trimmed_mean_ci data N/A 0.2 0.2 1 N/A 561.8 630.6 N/A test_idealfourths N/A N/A self N/A N/A N/A Tests ideal-fourths N/A test N/A N/A np arange 100 N/A N/A assert_almost_equal N/A N/A np asarray N/A N/A ms idealfourths test N/A 24.416667 74.583333 6 N/A test_2D N/A N/A N/A N/A test repeat 3 reshape -1 3 N/A N/A assert_almost_equal N/A N/A ms idealfourths test_2D axis 0 N/A N/A 24.416667 24.416667 24.416667 N/A 74.583333 74.583333 74.583333 6 N/A N/A assert_almost_equal N/A N/A ms idealfourths test_2D axis 1 N/A N/A N/A N/A test repeat 2 reshape -1 2 N/A test N/A 0 0 N/A _result N/A N/A ms idealfourths test N/A N/A assert_ N/A N/A N/A N/A np isnan _result all N/A N/A TestQuantiles N/A TestCase N/A __init__ N/A N/A self N/A args kwargs N/A N/A N/A N/A TestCase __init__ self args kwargs N/A test_hdquantiles N/A N/A self N/A N/A N/A data N/A 0.706560797 0.727229578 0.990399276 0.927065621 0.158953014 0.887764025 0.239407086 0.349638551 0.972791145 0.149789972 0.9369477 0.132359948 0.046041972 0.641675031 0.945530547 0.224218684 0.771450991 0.820257774 0.336458052 0.589113496 0.509736129 0.696838829 0.491323573 0.622767425 0.775189248 0.64146145 0.1184552 0.77302945 0.319280007 0.752229111 0.047841438 0.466295911 0.583850781 0.840581845 0.550086491 0.466470062 0.504765074 0.22685596 0.362641207 0.891620942 0.127898691 0.490094097 0.044882048 0.041441695 0.317976349 0.504135618 0.567353033 0.434617473 0.636243375 0.231803616 0.230154113 0.160011327 0.819464108 0.854706985 0.438809221 0.487427267 0.78690731 0.408367937 0.405534192 0.25044446 0.995309248 0.144389588 0.739947527 0.953543606 0.680051621 0.388382017 0.863530727 0.006514031 0.118007779 0.924024803 0.384236354 0.893687694 0.626534881 0.473051932 0.750134705 0.241843555 0.432947602 0.689538104 0.136934797 0.150206859 0.474335206 0.907775349 0.525869295 0.189184225 0.854284286 0.831089744 0.251637345 0.587038213 0.254475554 0.237781276 0.82792862 0.480283781 0.594514455 0.213641488 0.024194386 0.536668589 0.699497811 0.892804071 0.093835427 0.731107772 N/A N/A assert_almost_equal N/A N/A ms hdquantiles data N/A 0.0 1.0 N/A 0.006514031 0.995309248 N/A hdq N/A N/A ms hdquantiles data N/A 0.25 0.5 0.75 N/A N/A assert_almost_equal hdq N/A 0.253210762 0.512847491 0.762232442 N/A hdq N/A N/A ms hdquantiles_sd data N/A 0.25 0.5 0.75 N/A N/A assert_almost_equal hdq N/A 0.03786954 0.03805389 0.03800152 4 N/A data N/A N/A N/A N/A np array data reshape 10 10 N/A hdq N/A N/A ms hdquantiles data N/A 0.25 0.5 0.75 axis 0 N/A N/A assert_almost_equal N/A hdq N/A N/A N/A 0 N/A N/A ms hdquantiles N/A data N/A N/A N/A 0 N/A 0.25 0.5 0.75 N/A N/A assert_almost_equal N/A hdq N/A N/A N/A -1 N/A N/A ms hdquantiles N/A data N/A N/A N/A -1 N/A 0.25 0.5 0.75 N/A hdq N/A N/A ms hdquantiles data N/A 0.25 0.5 0.75 axis 0 var True N/A N/A assert_almost_equal N/A hdq N/A N/A N/A 0 N/A N/A ms hdquantiles N/A data N/A N/A N/A 0 N/A 0.25 0.5 0.75 var True N/A N/A assert_almost_equal N/A hdq N/A N/A N/A -1 N/A N/A ms hdquantiles N/A data N/A N/A N/A -1 N/A 0.25 0.5 0.75 var True N/A N/A N/A N/A __name__ __main__ N/A N/A N/A run_module_suite