API Reference

• Multivariate Analysis
  • Models
  • Preprocessing
  • Plots
• 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()
  • summary_stats()
  • detect_outliers_esd()
  • variance_decomposition()
• Process Monitoring
  • rho()
  • psi()
  • ControlChart
  • calculate_cpk()
• Designed Experiments
  • full_factorial()
  • forg()
  • Model
  • predict()
  • lm()
  • summary()
  • evaluate_design()
  • build_formula()
  • AnalysisResult
  • analyze_experiment()
  • Strategy Recommender
• Regression
  • fit_robust_lm()
  • repeated_median_slope()
  • robust_regression()
  • multiple_linear_regression()
  • OLS
• Batch Data Analysis
  • f_mean()
  • f_median()
  • f_std()
  • f_iqr()
  • f_mad()
  • 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()
  • DTWresult
  • align_with_path()
  • dtw_core()
  • one_iteration_dtw()
  • batch_dtw()
  • resample_to_reference()
  • find_average_length()
  • find_reference_batch()
  • get_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
  • find_elbow_point()
  • find_line_intersection()
• Visualization
  • Chart specification (IR)
  • Backend adapters