nhis

We included the code used to obtain the data presented in tables and figures in the main study and its supplemental material. The study is available from https://doi.org/10.1101/2021.10.31.21265202

5 个基于 NHIS 公开人群数据的 Agent Skills 癌症风险预测技能包，聚焦罕见结局建模与评估，含 11 个数据集的可用性调研 | Rare-outcome cancer risk prediction Agent Skills packages on public population-survey data

7 个基于美国全国性健康调查数据（NHIS / BRFSS / NHANES）的 Agent Skills 慢病风险预测技能包，可复现、可追溯 | Reproducible Agent Skills packages for chronic disease risk prediction, built entirely on public US national survey data

Econometric analysis of unemployment and depressive-symptom frequency using the 2024 IPUMS NHIS

Survey-weighted analysis of 2024 NHIS data examining household food security and five-level self-rated health among U.S. adults using ordinal logistic regression in R.

36 models = 9 algorithms × 4 balancing strategies · NHIS 2024 · 7,439 children · 353 features · Best: XGBoost + downsampling · R

The code for an analysis of the effect of Title IX on later-life health behaviors, as well as the output graphs.

Logistic regression analysis of insurance status and depressive symptoms among 26,000+ U.S. adults using 2022 NHIS data | SAS Studio