lineardata

Psuedo data provided by Youjin Lee, which is generated mimicing the structure of Framingham Heart Study data.

datasets

Inference for the treatment effect with possibly invalid instrumental variables via TSHT('Guo et al.' (2016) <arXiv:1603.05224>) and SearchingSampling('Guo' (2021) <arXiv:2104.06911>), which are effective for both low- and high-dimensional covariates and instrumental variables; test of endogeneity in high dimensions ('Guo et al.' (2016) <arXiv:1609.06713>).

Zijian Guo 

RobustIV

Robust Instrumental Variable Methods in Linear Models

Taehyeon Koo

Zhenyu Wang

Hyunseung Kang

Dylan Small

Zijian Guo

lineardata function

A data.frame with 1445 observations on 12 variables:<ul>
<li>Y: The globulin level.</li>
<li>D: The LDL-C level.</li>
<li>Z.1: SNP genotypes.</li>
<li>Z.2: SNP genotypes.</li>
<li>Z.3: SNP genotypes.</li>
<li>Z.4: SNP genotypes.</li>
<li>Z.5: SNP genotypes.</li>
<li>Z.6: SNP genotypes.</li>
<li>Z.7: SNP genotypes.</li>
<li>Z.8: SNP genotypes.</li>
<li>age: the age of the subject.</li>
<li>sex: the sex of the subject.</li>
</ul>

Format

lineardata — lineardata

lineardata: lineardata

Description

Usage

Arguments

Format

Examples