Research News¶
每日 arXiv + 季度期刊的个性化 因果推断, 高维统计，统计计算，统计应用，天文统计研究资讯。
栏目¶
- 每日存档 — 每天的 arXiv 速览，按 LLM 给出的相关性打分排序。
- 精读存档 — 当日 / 当期高相关性论文的深入解读，含问题动机、核心方法、关键假设与结果。
- 讲座精读 — 会议 / seminar 录像（如 OCIS、INI workshop）转写后的结构化精读：工作线背景、最小内核、报告主体与对应论文链接。
- 期刊存档 — 季度抓取核心统计 / 计量 / ML 期刊的新发文章，按期刊分组。
- 收藏 — 登录后在各页点 ☆ 收藏的论文，自动汇总到这里（总收藏按类别分组、可切换按周；每篇可写评论，无需手动维护）。
- 模型测评 — 不同 LLM 在同一批论文上的打分 / 解读对比。
今日 · 2026-08-12¶
每日 arXiv 速览¶
精读论文（29 篇）¶
- Bias-robust causal inference for panel data
因果推断· 相关性 9/10 - Proximal Individualized Functional Treatment Regimes
因果推断· 相关性 8/10 - Sparse departures from independence in two-way tables: a heteroscedasticity profile and detection boundary, an adaptive higher-criticism gate, and an assumption-lean exact anchor
数理统计 / 假设检验· 相关性 8/10 - Selecting among Missingness Models for Sequential Outcomes with Nonignorable Nonresponse
因果推断· 相关性 8/10 - Estimating the Average Treatment Effect under Limited Overlap via Polynomial Approximation and Extrapolation
因果推断· 相关性 8/10 - Local conformal prediction for individual causal effects
因果推断· 相关性 8/10 - On inferential equivalence classes of causal models
因果推断· 相关性 8/10 - Limiting eigen-structure of spiked sample covariance matrices under missing observations
高维统计 / 随机矩阵· 相关性 8/10 - Partial Homogeneity in Staggered Difference-in-Differences
因果推断· 相关性 8/10 - Optimal Experimental Design and Estimation when Potential Outcomes are Bounded
因果推断· 相关性 8/10 - Debiased Machine Learning for Partially Linear Accelerated Failure Time Models
因果推断· 相关性 7/10 - Factor-Adjusted Location Tests for High-Dimensional Time Series
数理统计 / 假设检验· 相关性 7/10 - Exact Conditional Distributions of Chi-Square-Family Statistics for Two-Way Contingency Tables, by Cell-Separable Dynamic Programming
统计计算 / 算法· 相关性 7/10 - A Modified Dependence Measure Related to Chatterjee's Rank Correlation: Theoretical Properties and Asymptotic Analysis
数理统计 / 假设检验· 相关性 7/10 - On the optimality of antithetic randomization for cross-validation
数理统计 / 假设检验· 相关性 7/10 - Nonparametric quantile inference using Dirichlet processes
非参数 / 半参数· 相关性 7/10 - Lasso Universality Under Linearly Dependent Covariates in the Sparse Regime
高维统计 / 随机矩阵· 相关性 7/10 - Partial Differential Equation Barriers to Identifiability in Infinite Mixture Models
其他· 相关性 7/10 - Estimating conditional expectation
非参数 / 半参数· 相关性 7/10 - Stationary Errors and Quantile Regression in Short Panels
经济理论 / 应用· 相关性 7/10 - Asymptotics for Treatment Choice with Partial Identification
因果推断· 相关性 7/10 - Generalized AKM: Flexible Controls and Interactions in Wage Decompositions
经济理论 / 应用· 相关性 7/10 - Clustering Informed Inverse Probability Weighting Strategies for Causal Effect Estimation in Observational Studies
因果推断· 相关性 6/10 - Independence Is Not Always Consistently Testable
数理统计 / 假设检验· 相关性 6/10 - Pointwise convergence of purely random partition estimators: from random trees to prototype rules
非参数 / 半参数· 相关性 6/10 - Ultra-high-dimensional spot support screening in continuous-time regression
高维统计 / 随机矩阵· 相关性 6/10 - Dynamic \(e\)-closure for online hypotheses with any-time-valid evidence: closure principles and projective mergers
数理统计 / 假设检验· 相关性 6/10 - Asymmetries in Peer Effects
经济理论 / 应用· 相关性 6/10 - Foreground Subtraction with a Tensor-Based Oriented Singular Value Decomposition Method for HI Experiments
天体统计· 相关性 6/10
收藏¶
- → 打开收藏 · 登录后在各页点 ☆ 收藏即可自动汇总
本周每日报告¶
Maintained by 陈星宇 · Homepage · Source on GitHub