Saltar al contenido principal
Curso gratuito

# Causal Inference with R - Regression

Iniciar Curso Gratuito
23 vídeos58 ejercicios
2675 aprendicesDeclaración de cumplimiento

## Crea Tu Cuenta Gratuita

o

Al continuar, acepta nuestros Términos de uso, nuestra Política de privacidad y que sus datos se almacenan en los EE. UU.
¿Entrenar a 2 o más personas?Pruebe DataCamp para empresas

## Descripción del curso

Welcome to the 3rd course in our series on causal inference concepts and methods created by Duke University with support from eBay, Inc. Designed to teach you causal inference concepts, methods, and how to code in R with realistic data, this course focuses on how to use regression to find causal effects, why they can be controversial, and what they look like in practice. We’ll stay away from dense statistical math and focus instead on higher level concepts that data scientists need to always consider when examining and making inferences about data. The course instructors and creators are Dr. Matt Masten (Duke University), James Speckart (Duke), Brian Aronson (Duke), Dr. Tyler Ransom (University of Oklahoma), and Alexandra Cooper (Duke).
Empresas

### .css-1goj2uy{margin-right:8px;}Group.css-gnv7tt{font-size:20px;font-weight:700;white-space:nowrap;}.css-12nwtlk{box-sizing:border-box;margin:0;min-width:0;color:#05192D;font-size:16px;line-height:1.5;font-size:20px;font-weight:700;white-space:nowrap;}¿Entrenar a 2 o más personas?

Obtenga acceso de su equipo a la biblioteca completa de DataCamp, con informes centralizados, tareas, proyectos y más
Pruebe DataCamp Para EmpresasPara obtener una solución a medida, reserve una demostración.
1. 1

### Regressions 1: Introduction to Regression As Causality

Gratuito

This chapter will introduce you to using regression analysis to find causal effects

Reproducir Capítulo Ahora
Course Trailer for Causal Inference with R - Regression
50 xp
Introduction to Regression Analysis
50 xp
Interpreting Regressions
50 xp
Reversing Causal Direction
50 xp
Let’s Code: Comparing Hospital Quality to Mortality Rates
50 xp
Comparing Hospital Quality to Mortality Rates
100 xp
Regression Models and Policy Implementation
50 xp
Basic Elements of a Regression Table
50 xp
50 xp
Reading a Multivariate (Multiple) Regression Table
50 xp
The Relationship between Economic Development and Property Rights
50 xp
Regressions with small coefficients and small confidence intervals
50 xp
Recalling terminology
50 xp
Multiple Regression Models
50 xp
Let’s Code: Running a Regression Model
50 xp
Running a Regression Model: A Simple Beginning
100 xp
Running a Regression Model: Improving Our Model
100 xp
Steps Prior to Analysis with Regression Models
50 xp
Empresas

### Group¿Entrenar a 2 o más personas?

Obtenga acceso de su equipo a la biblioteca completa de DataCamp, con informes centralizados, tareas, proyectos y más
Matt Masten

Ver Más