dispel.stats package

Statistical analysis functionality.

Submodules

• dispel.stats.core module
  • freq_nan()
  • iqr()
  • mad()
  • npcv()
  • percentile_05()
  • percentile_95()
  • q1()
  • q3()
  • q_factory()
  • variation()
  • variation_increase()
• dispel.stats.learning module
  • DelayParameters
    • DelayParameters.__init__()
    • DelayParameters.empty()
    • DelayParameters.max
    • DelayParameters.mean
    • DelayParameters.median
    • DelayParameters.to_dict()
  • LearningCurve
    • LearningCurve.__init__()
    • LearningCurve.asymptote
    • LearningCurve.compute_learning()
    • LearningCurve.empty()
    • LearningCurve.fit()
    • LearningCurve.get_warm_up()
    • LearningCurve.learning_rate
    • LearningCurve.slope
    • LearningCurve.to_dict()
  • LearningModel
    • LearningModel.__init__()
    • LearningModel.curve
    • LearningModel.empty()
    • LearningModel.nb_outliers
    • LearningModel.new_data
    • LearningModel.r2_score
    • LearningModel.to_dict()
  • LearningParameters
    • LearningParameters.__init__()
    • LearningParameters.delay_parameters
    • LearningParameters.measure_id
    • LearningParameters.model
    • LearningParameters.subject_id
    • LearningParameters.to_dict()
  • LearningResult
    • LearningResult.__init__()
    • LearningResult.append()
    • LearningResult.from_parameters()
    • LearningResult.get_new_data()
    • LearningResult.get_parameters()
  • compute_delay()
  • compute_learning_model()
  • extract_learning_for_all_subjects()
  • extract_learning_for_one_subject()
  • reject_outliers()
• dispel.stats.reliability module
  • Intraclass correlation coefficients
  • ICCDesc
    • ICCDesc.AGREEMENT
    • ICCDesc.CONSISTENCY
  • ICCKind
    • ICCKind.OTHER
    • ICCKind.PARALLEL_FORM
    • ICCKind.TEST_RETEST
  • ICCModel
    • ICCModel.ONE_WAY
    • ICCModel.TWO_WAY
  • ICCResult
    • ICCResult.__init__()
    • ICCResult.desc
    • ICCResult.kind
    • ICCResult.l_bound
    • ICCResult.model
    • ICCResult.p_value
    • ICCResult.power
    • ICCResult.sample_size
    • ICCResult.sessions
    • ICCResult.u_bound
    • ICCResult.unit
    • ICCResult.value
  • ICCResultSet
    • ICCResultSet.__init__()
    • ICCResultSet.iccs
    • ICCResultSet.p0_icc
    • ICCResultSet.study
    • ICCResultSet.to_data_frame()
  • ICCResultSetStudy
    • ICCResultSetStudy.STUDY_CLINICAL
    • ICCResultSetStudy.STUDY_CONTROL
  • ICCUnit
    • ICCUnit.AVERAGE
    • ICCUnit.SINGLE
  • StringEnum
  • ensure_session_standards()
  • icc_oneway_random_absolute_average()
  • icc_oneway_random_absolute_single()
  • icc_parallel_form()
  • icc_power()
  • icc_sample_size()
  • icc_set_test_retest()
  • icc_test_retest()
  • icc_test_retest_session_safe()
  • icc_two_way_mixed_consistency_average()
  • icc_two_way_mixed_consistency_single()
  • icc_two_way_random_absolute_average()
  • icc_two_way_random_absolute_single()