This is an applied part of a series of workshops on principles of causal inference and matching methods (attendance of the previous parts is not required, but recommended). During this workshop we will practice implementing matching methods in R using various packages, including MatchIt, cem, RItools, and cobalt. Please contact research@hbs.edu with any questions.

Visit the Harvard Training Portal for details and registration information (requires HarvardKey).

PLEASE NOTE: This workshop is being delivered in a FLIPPED CLASSROOM format. This means that participants will be responsible for working through the online materials at their own pace IN ADVANCE of the scheduled meeting time. During the scheduled meeting time, the instructor will demonstrate how to complete the example exercises and will be available to answer questions related to the workshop materials. The instructor WILL NOT walk through all the online materials during the scheduled meeting.

This hands-on workshop provides an introduction to the popular ggplot2 R graphics package. It will cover how to create a wide variety of graphical displays in R, using techniques such as layering, mapping variables to aesthetics, working with scales, faceting, and themes. This is an intermediate-level workshop appropriate for those who have been using R for at least a few weeks. You should be familar with all of the material in the R Introduction workshop and have used these skills in your own projects.

This workshop will be delivered by the Data Science Services group at IQSS in partnership with the HBS Research Computing Services group.

Setup instructions and materials: http://bit.ly/dss_rinstall
Class website: http://bit.ly/dss_rgraphics

Visit the Harvard Training Portal for details and registration information (requires HarvardKey).

PLEASE NOTE: This workshop is being delivered in a FLIPPED CLASSROOM format. This means that participants will be responsible for working through the online materials at their own pace IN ADVANCE of the scheduled meeting time. During the scheduled meeting time, the instructor will demonstrate how to complete the example exercises and will be available to answer questions related to the workshop materials. The instructor WILL NOT walk through all the online materials during the scheduled meeting.

This hands-on workshop will prepare you for dealing with messy data by walking you through a real-life example. This is an intermediate-level workshop appropriate for those who have been using R for at least a few weeks. You should be familar with all of the material in the R Introduction workshop and have used these skills in your own projects.

This workshop will be delivered by the Data Science Services group at IQSS in partnership with the HBS Research Computing Services group.

Setup instructions and materials: http://bit.ly/dss_rinstall
Class website: http://bit.ly/dss_rdatawrangling

Visit the Harvard Training Portal for details and registration information (requires HarvardKey).

... Read more about R Data Wrangling (flipped classroom)

This hands-on workshop will demonstrate how to deploy a variety of statistical procedures using R, including multiple regression, modeling with categorical variables, as well as model diagnostics and comparison. Note that the focus of the workshop is on how to use R to fit models - we do not teach the theory behind the models and assume that you already have a solid background in statistical modeling and want to apply this in R. This is an intermediate-level workshop appropriate for those who have been using R for at least a few weeks. You should be familar with all of the material in the R Introduction workshop and have used these skills in your own projects.

This workshop will be delivered by the HBS Research Computing Services group in partnership with the Data Science Services group at IQSS.

Setup instructions and materials: http://bit.ly/dss_rinstall
Class website: http://bit.ly/dss_rmodels

Visit the Harvard Training Portal for details and registration information (requires HarvardKey).

This hands-on workshop will teach you how to use R to import and manipulate data, install and manage packages, conduct basic statistical analyses, and create common graphical displays. Note that the focus of the workshop is on how to use R rather than why you might want to use R over other software. This workshop is appropriate for those with little or no prior experience with R.

This workshop will be delivered by the HBS Research Computing Services group in partnership with the Data Science Services group at IQSS.

Setup instructions and materials: http://bit.ly/dss_rinstall
Class website: http://bit.ly/dss_rintro

Visit the Harvard Training Portal for details and registration information (requires HarvardKey).

Are you interested in using natural language processing or text analysis in your research? R is one of the most recommended languages for TA/NLP, partly because of an ecosystem of libraries designed to tackle common tasks such as corpus creation, cleaning and preprocessing, modeling, analysis, presenting, and exporting. In this workshop... Read more about Text Analysis with Quanteda

This hands-on workshop will prepare you for dealing with messy data by walking you through a real-life example.  This is an intermediate-level workshop appropriate for those who have been using R for at least a few weeks. You should be familar with all of the material in the R Introduction workshop and have used these skills in your own projects.... Read more about R Data Wrangling

This hands-on workshop provides an introduction to the popular ggplot2 R graphics package. It will cover how to create a wide variety of graphical displays in R, using techniques such as layering, mapping variables to aesthetics, working with scales, faceting, and themes... Read more about R Graphics

This hands-on workshop will demonstrate a variety of statistical procedures using R, including multiple regression, modeling with categorical variables, as wel as model diagnostics and comparison.... Read more about R Regression Models

This hands-on workshop will teach you how to use R to import and manipulate data, install and manage packages, conduct basic statistical analyses, and create common graphical displays.

Visit ...

This hands-on workshop will teach you how to use R to import and manipulate data, install and manage packages, conduct basic statistical analyses, and create common graphical displays.

Visit...

This hands-on workshop will prepare you for dealing with messy data by walking you through a real-life example.

Visit http://bit.ly/iqss-rdata for details and registration information (requires HarvardKey).

This hands-on workshop provides an introduction to the popular ggplot2 R graphics package. It will cover how to create a wide variety of graphical displays in R, using techniques such as layering, mapping variables to aesthetics, working with scales, faceting, and themes.

Visit http://bit.ly/iqss-rgraphics for details and registration information (requires HarvardKey).

This hands-on workshop will demonstrate a variety of statistical procedures using R, including multiple regression, modeling with categorical variables, as wel as model diagnostics and comparison.

Visit http://bit.ly/iqss-rmodels for details and registration information (requires HarvardKey).

This hands-on workshop will teach you how to use R to import and manipulate data, install and manage packages, conduct basic statistical analyses, and create common graphical displays.

Visit http://bit.ly/iqss-rintro for details and registration information (requires HarvardKey).