API Reference#
- Multivariate Analysis
- Univariate Statistics
t_value()t_value_cdf()test_normality()Sn()ttest_independent()ttest_independent_from_df()ttest_paired()ttest_paired_from_df()confidence_interval()median_absolute_deviation()biweight_midvariance()holm_bonferroni()summary_stats()detect_outliers_esd()tietjen_moore_test()distribution_fit()variance_decomposition()
- Process Monitoring
- Designed Experiments
ColumnExptcreate_names()c()expand_grid()supplement()gather()generate_design()- Method
OmarsSearchReportsolve_omars_ilp()generate_omars()full_factorial()ModelUnsafeFormulaErrorforg()lm()predict()summary()validate_formula_is_safe()validate_identifier_is_safe()evaluate_design()evaluate_all()build_formula()AnalysisResultanalyze_experiment()augment_design()- Implemented methods
- Stubs (not yet implemented)
evaluate_model()optimize_responses()- Strategy Recommender
- Regression
- Batch Data Analysis
f_mean()f_median()f_std()f_iqr()f_robust_mad()f_sum()f_area()f_rupture()f_min()f_max()f_agemin()f_agemax()f_last()f_count()f_slope()cross()f_crossing()f_elbow()determine_scaling()apply_scaling()reverse_scaling()DTWresultalign_with_path()dtw_core()one_iteration_dtw()batch_dtw()resample_to_reference()find_average_length()find_reference_batch()MultiTagPlotSettingsget_rgba_from_triplet()plot_to_HTML()plot_all_batches_per_tag()colours_per_batch_id()plot_multitags()generate_one_frame()check_valid_batch_dict()dict_to_melted()dict_to_wide()melted_to_dict()melted_to_wide()wide_to_melted()wide_to_dict()melt_df_to_series()
- Bivariate Analysis
- Visualization