Preview

R-Processing
- LICENSE
  35.9 kB
- R
  - Analysis_Pipeline_Gausian_Procress_Regression.html
    1.5 MB
  - Analysis_Pipeline_Gausian_Procress_Regression.qmd
    5.1 kB
  - Analysis_Pipeline_Linear_Regression.html
    2.1 MB
  - Analysis_Pipeline_Linear_Regression.qmd
    13.6 kB
  - Analysis_Pipeline_Linear_Regression_Box_Cox.html
    1.7 MB
  - Analysis_Pipeline_Linear_Regression_Box_Cox.qmd
    8.2 kB
  - Analysis_Pipeline_Linear_Regression_Robust.html
    1.6 MB
  - Analysis_Pipeline_Linear_Regression_Robust.qmd
    8.1 kB
  - Analysis_Pipeline_Random_Forest.html
    1.6 MB
  - Analysis_Pipeline_Random_Forest.qmd
    9.6 kB
  - Create_Experimental_Set.R
    675 Bytes
  - Data_Overview.qmd
    10.8 kB
  - Filter_Overview.html
    2.1 MB
  - Filter_Overview.qmd
    4.7 kB
  - Import_Data.R
    4.1 kB
  - R_Setup.R
    1.2 kB
  - filter_methods
    - grubs_0_05.R
      3.2 kB
    - no_filter.R
      959 Bytes
    - rosner_0_05_max3.R
      3.9 kB
    - tukey_1_00.R
      2.6 kB
    - tukey_1_25.R
      2.6 kB
    - tukey_1_50.R
      2.6 kB
    - tukey_iterative_1_00.R
      2.9 kB
    - tukey_iterative_1_25.R
      2.9 kB
    - tukey_iterative_1_50.R
      2.9 kB
    - tukey_iterative_lower_1_00.R
      2.6 kB
    - tukey_iterative_lower_1_25.R
      2.6 kB
    - tukey_iterative_lower_1_50.R
      2.6 kB
  - machine_learning_methods
    - gausian_process_regression
      - 03_model.R
        4.6 kB
    - linear_regression
      - 02_preliminary_model.R
        4.7 kB
      - 03_model.R
        5.2 kB
      - 04_predictions.R
        2.2 kB
      - 05_compare_predictions_models.R
        2.9 kB
      - 06_grouped_output.R
        4.4 kB
      - linear_regression_model_helper.R
        6.9 kB
      - model_definitions.R
        3.2 kB
    - linear_regression_box_cox
      - 02_preliminary_model.R
        5.1 kB
      - 03_model.R
        5.8 kB
      - 04_predictions.R
        2.8 kB
      - 05_compare_predictions_models.R
        2.9 kB
      - 06_grouped_output.R
        4.4 kB
      - linear_regression_model_helper.R
        6.5 kB
      - model_definitions.R
        3.2 kB
    - linear_regression_robust
      - 02_preliminary_model.R
        5.1 kB
      - 03_model.R
        5.2 kB
      - 04_predictions.R
        5.0 kB
      - 05_compare_predictions_models.R
        2.9 kB
      - 06_grouped_output.R
        4.4 kB
      - linear_regression_model_helper.R
        5.7 kB
      - model_definitions.R
        3.2 kB
    - random_forest
      - 03_model.R
        8.4 kB
      - 04_predictions.R
        3.3 kB
      - 05_compare_predictions_models.R
        1.1 kB
  - plots
    - all_predictions.R
      9.5 kB
    - cleaning_effect.R
      7.2 kB
    - correlation_heatmap.R
      4.7 kB
    - filter_effect.R
      3.2 kB
    - filtering_effect_detail.R
      10.4 kB
    - heteroscedasticity.R
      6.8 kB
    - plot_helper.R
      1.9 kB
    - qq.R
      1.8 kB
    - raw_materials.R
      5.8 kB
    - shapiro_wilk.R
      3.0 kB
    - validation_error.R
      6.2 kB
    - validation_vs_prediction.R
      6.2 kB
    - validation_vs_prediction_random_forest.R
      5.9 kB
  - tables
    - cleaning_effect.R
      3.0 kB
    - filter_effect.R
      2.5 kB
    - filter_effect_summary.R
      2.2 kB
    - heteroscedasticity.R
      1.5 kB
    - raw_materials.R
      2.4 kB
    - shapiro_wilk.R
      3.9 kB
- R_Project.Rproj
  218 Bytes
- data
  - Additional_Data.rds
    1.1 MB
  - Additional_Data_Filtered.rds
    1.1 MB
  - All_Experiments.xlsx
    6.4 kB
  - Lookup.xlsx
    9.8 kB
  - Main_Data.rds
    1.2 MB
  - Main_Data_Filtered.rds
    1.2 MB
  - Nanoindendation_Export.xlsx
    19.5 kB
  - Zugversuche_1.xlsx
    2.3 MB
  - Zugversuche_2.xlsx
    4.8 MB
  - Zugversuche_3.xlsx
    2.4 MB
  - Zugversuche_4.xlsx
    711.0 kB
  - Zugversuche_5.xlsx
    2.4 MB
- output
- sessionInfo.txt
  1.4 kB

R-Processing.zip