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moderator_analysis's Introduction

moderator_analysis

Complementary materials for AAAI student abstract

  1. testing_model.png shows the two testing models (common cause, and multiple moderators)

  2. common_cause_result_table.png shows the result for common cause model

  3. multi_moderator_result_table.png shows the result for multiple moderator model

  4. algorihtm_pseudo_code.png shows the procedure of our method

  5. the folder exp_data/ stores all testing data for the two testing model:

for all .csv files under exp_data/ directory:

"_intensity.csv" means the data for the case when moderator changes the intensity of a causal relationship.

"_probability.csv" means the data for the case when moderator changes the probability of a causal relationship.

"_timing.csv" means the data for the case when moderator changes the timing of a causal relationship

"common_cause" and "multi_moderator" denotes the two testing model.

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