Iván Gutiérrez Martínez

Iván Gutiérrez Martínez

PhD Student in Statistics

Pontificia Universidad Católica de Chile

About

I am a PhD student in Statistics at Pontificia Universidad Católica de Chile. My current research focuses on flexible hypothesis tests based on Bayesian nonparametric (BNP) models. I am also interested in the efficient implementation of new imputation methodologies based on large-scale convex optimization problems.

In the past, I also worked on impact evaluation. Specifically on the efficient implementation of novel matching estimators.

Download my resumé.

Interests
  • Bayesian statistics
  • R/Julia/Stata programming
  • Scientific computing
  • Impact evaluation
  • Data analysis
  • Imputation
Education

  • PhD in Statistics, 2021 (expected completion)

    Pontificia Universidad Católica de Chile

  • M.A. in Economics, 2017

    Universidad de Chile

  • B.A. in Economics, 2014

    Universidad de Chile

Skills

Statistics

90%

R-icon
R

90%

julia-icon
Julia

90%

stata-icon
Stata

90%

python-icon
Python

60%

gcp-icon
GCP

40%

Accomplish­ments

DataCamp
Big Data with R Track
DataCamp May 2021 – May 2021
See certificate
DataCamp
R Programming Track
DataCamp May 2021 – May 2021
See certificate
DataCamp
Introduction to Shell
DataCamp Feb 2021 – Feb 2021
See certificate
DataCamp
Defensive R Programming
DataCamp Feb 2021 – Feb 2021
See certificate
DataCamp
Introduction to Git
DataCamp Feb 2021 – Feb 2021
See certificate
DataCamp
R Programmer Career Track
DataCamp Jan 2021 – Aug 2021
See certificate

Recent Posts

Hi Hugo
pre code.sourceCode { white-space: pre; position: relative; } pre code.sourceCode span { display: inline-block; line-height: 1.25; } pre code.sourceCode span:empty { height: 1.2em; } .
Last updated on May 15, 2021 3 min read
Welcome to Wowchemy, the website builder for Hugo
Welcome 👋 We know that first impressions are important, so we’ve populated your new site with some initial content to help you get familiar with everything in no time.
Dec 13, 2020 3 min read Demo, 教程
Welcome to Wowchemy, the website builder for Hugo
Hello R Markdown
R Markdown This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.
Dec 1, 2020 1 min read R
Writing technical content in Academic
Academic is designed to give technical content creators a seamless experience. You can focus on the content and Academic handles the rest. Highlight your code snippets, take notes on math classes, and draw diagrams from textual representation.
Jul 12, 2019 5 min read
Writing technical content in Academic
Display Jupyter Notebooks with Academic
Learn how to blog in Academic using Jupyter notebooks
Last updated on Sep 5, 2019 2 min read
Display Jupyter Notebooks with Academic

Featured Publications

March 2021 The Stata Journal, 2021(1)
Implementing blopmatching in Stata

The blopmatching estimator for average treatment effects in observational studies is a nonparametric matching estimator proposed by Díaz, Rau, and Rivera 2015, Review of Economics and Statistics 97: 803–812. This approach uses the solutions of linear programming problems to build the weighting schemes that are used to impute the missing potential outcomes. In this article, we describe blopmatch, a new command that implements these estimators.
DOI

Recent Publications

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Popular Topics

Academic Average treatment effects Blopmatch Deep Learning Demo Matching plot R Markdown regression 开源

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