统计推断:原理、方法与计算
Statistical Inference: Principles, Methods and Computation
金融统计学
Financial Statistics
金融统计学 II
Financial Statistics II
金融领域的计算方法
Computational Methods in Finance
无监督机器学习与多元数据分析
Unsupervised Machine Learning and Multivariate Data Analysis
广义线性建模与生存分析
Generalised Linear Modelling and Survival Analysis
多级建模
Multilevel Modelling
高级时间序列分析
Advanced Time Series Analysis
风险管理的统计方法
Statistical Methods for Risk Management
机器学习与数据挖掘
Machine Learning and Data Mining
管理与可视化数据
Managing and Visualising Data
大数据分布式计算
Distributed Computing for Big Data
人工智能
Artificial Intelligence
贝叶斯机器学习
Bayesian Machine Learning
强化学习
Reinforcement Learning
图形数据分析与表示学习
Graph Data Analytics and Representation Learning
随机模拟、训练与校准
Stochastic Simulation, Training, and Calibration
计算文本分析与大型语言模型
Computational Text Analysis and Large Language Models
社会网络分析
Social Network Analysis
随机过程
Stochastic Processes
量子计算与信息
Quantum Computation and Information
市场微观结构数学
Mathematics of Market Microstructure
金融风险分析
Financial Risk Analysis
固定收益市场
Fixed Income Markets
财务与风险分析的定量方法
Quantitative Methods for Finance and Risk Analysis
算法与计算
Algorithms and Computation
布莱克与斯科尔斯理论的数学
The Mathematics of the Black and Scholes Theory
利率与信用风险理论基础
The Foundations of Interest Rate and Credit Risk Theory
非线性优化及其应用
Nonlinear Optimisation and Applications
金融数学中的机器学习
Machine Learning in Financial Mathematics
观察与实验研究的因果推断
Causal Inference for Observational and Experimental Studies