Causal AI for Airline Pricing

NIAID Data Ecosystem2026-05-10 收录

航空收益管理

因果学习

数据链接：

https://data.mendeley.com/datasets/kmz2f4w666 数据链接链接失效反馈

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资源简介：

This repository is related to the paper Causal impacts of airline pricing strategies on passenger demand: A comparative evaluation of traditional and causal machine learning approaches

创建时间：

2025-12-08

光隧道数据集

光学实验

因果学习

光隧道数据集是由苏黎世联邦理工学院、柏林工业大学和德累斯顿工业大学的研究人员创建的一个实际物理系统数据集。该数据集通过一个精心设计的实验——一个光学实验，其中包含了控制光源、线性偏振器、相机和各种传感器，来模拟因果表示学习的基本假设。数据集包括60,000个样本，涵盖了不同控制输入下系统的图像和传感器数据，旨在为因果表示学习方法提供一个简单的实际测试平台。

arXiv2025-02-27 更新230

Causal Machine Learning for Moderation Effects

因果学习

处理效应异质性分析

It is valuable for any decision maker to know the impact of decisions (treatments) on average and for subgroups. The causal machine learning literature has recently provided tools for estimating group

Figshare2025-03-18 更新50

Business Analytics and Sociomateriality: A Study on the Practice of Revenue Management in an Airline Company

航空收益管理

社会物质性分析实践

ABSTRACT The aim of this article is to address the Business Analytics (BA) practice based on the sociomateriality approach within the Revenue Management (RM) context of an airline. The study proposes

Figshare2020-08-01 更新20

Data for Exploring the Mechanism of Path-Creating Strategy for Latecomers: A Combined Approach of Econometrics and Causal Machine Learning

计量经济学实证分析

因果学习

Data and code for Exploring the Mechanism of Path-Creating Strategy for Latecomers: A Combined Approach of Econometrics and Causal Machine Learning 1. feature_data.csv is the original feature da

DataCite Commons2024-07-11 更新80

Causal Machine Learning Benchmark Datasets

因果学习

基准测试

This collection includes four well-known datasets used to benchmark causal machine learning algorithms. The datasets are: IHDP [1], News [2], Twins [3], Jobs [4].References[1] J. L. Hill, ‘Bayesian No

Figshare2025-09-30 更新40

Causal AI for Airline Pricing

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相关数据集