Sökning: "Causal Inference"

Visar resultat 6 - 10 av 41 uppsatser innehållade orden Causal Inference.

1. 6. Reasoning Through the Application of Crystallized and Fluid Intelligence in a Causal Inference Task

   Master-uppsats, Lunds universitet/Institutionen för psykologi

   Författare :Martynas Matuzevicius; [2023]
   Nyckelord :causal reasoning; inference; crystallized intelligence; fluid intelligence; heuristic; Social Sciences;

   Sammanfattning : The aim of the study was to find out how well individuals perform when solving hypothetical causally related problems, and further understand what intelligence factors interact with this. This was done via a survey that consisted of hypothetical, linear relation, causal scenarios. LÄS MER

3. 7. Causal Reinforcement Learning for Bandits with Unobserved Confounders

   Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

   Författare :Mingwei Deng; [2023]
   Nyckelord :;

   Sammanfattning : Reinforcement Learning (RL) has been recognized as a valuable tool in various fields. However, its application is limited by its reliance on extensive data through a trial-and-error approach and challenges in generalizing learned policies. LÄS MER

4. 8. Consent to organ donation and family authorization : A causal inference study of the French amendment of article L1232-1 in Code de la santé publique and organ donations

   Magister-uppsats, Jönköping University/Internationella Handelshögskolan

   Författare :Moa Lundberg; [2022]
   Nyckelord :Organ donation; Default options; Presumed consent; Family authorization; Synthetic control method; France;

   Sammanfattning : The world is experiencing a lasting shortage of organ donations – a problem more severe in some countries than others. Literature on the matter argues that an explanation for this is the various legal default consent systems, and the importance put on the opinions of the family members regarding the donation question in case of sudden death. LÄS MER

5. 9. Automation and design in observational causal inference

   Master-uppsats, Uppsala universitet/Statistiska institutionen

   Författare :Mattias Tajik; [2022]
   Nyckelord :Causal Inference; Genetic Matching; Entropy Balancing; Propensity Score;

   Sammanfattning : The use of automated procedures has recently become popular in the causal inference literature. Naive implementations of automatic procedures stand in contrast to the perspective advocated in Imbens and Rubin's Causal Inference. Imbens and Rubin suggest that researchers should make modelling decisions informed by subjective knowledge. LÄS MER

7. 10. Causal Inference on Tactical Simulations using Bayesian Structure Learning

   Master-uppsats, Linköpings universitet/Tillämpad matematik; Linköpings universitet/Tekniska fakulteten

   Författare :Karl Lagerkvist Blomqvist; [2022]
   Nyckelord :Causal Inference; Bayesian Structure Learning; Do-Calculus; Tactical Simulations; Kausal Inferens; Bayesiansk Strukturinlärning; Do-Calculus; Taktiska Simuleringar;

   Sammanfattning : This thesis explores the possibility of using Bayesian Structure Learning and Do-Calculus to perform causal inference on data from tactical combat simulations provided by Saab. A four-step approach is considered whose first step is to find a Bayesian Network from the data using Bayesian Structure Learning and Probability Distribution Fitting. LÄS MER