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Matthew Blackwell - Home

Hello I am an Assistant Professor of Government. I am also an affiliate of the Institute for Quantitative Social Science. My research focuses on political methodology, with a focus on dynamic causal inference, instrumental variables, experimental design, missing data, and panel data. My substantive interests include the lasting effects of slavery on political attitudes in the US South. I teach several courses on political methodology. You might interested in my lecture notes on causal inference.

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Matthew Blackwell - Home | mattblackwell.org Reviews
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Hello I am an Assistant Professor of Government. I am also an affiliate of the Institute for Quantitative Social Science. My research focuses on political methodology, with a focus on dynamic causal inference, instrumental variables, experimental design, missing data, and panel data. My substantive interests include the lasting effects of slavery on political attitudes in the US South. I teach several courses on political methodology. You might interested in my lecture notes on causal inference.
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Matthew Blackwell - Home | mattblackwell.org Reviews

https://mattblackwell.org

Hello I am an Assistant Professor of Government. I am also an affiliate of the Institute for Quantitative Social Science. My research focuses on political methodology, with a focus on dynamic causal inference, instrumental variables, experimental design, missing data, and panel data. My substantive interests include the lasting effects of slavery on political attitudes in the US South. I teach several courses on political methodology. You might interested in my lecture notes on causal inference.

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mattblackwell.org mattblackwell.org
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Matthew Blackwell - Causal Inference

http://www.mattblackwell.org/teaching/psc504

PSC 504, Spring 2013). Substantive questions in empirical social science research are often causal. Does voter outreach increase turnout? Do political institutions affect economic development? Are job training programs effective? 3 - Potential Outcomes. 4 - Randomized Experiments. 5 - Randomization Inference. 6 - Observational Studies. 8 - Post-treatment bias and weighting. 10 - Panel data and fixed effects. 11 - Differences in differences. 12 - Instrumental Variables. 13 - Regression Discontinuity.

2

Matthew Blackwell - Deep Roots: The Political Legacy of Southern Slavery

http://www.mattblackwell.org/slavery-book

Deep Roots: The Political Legacy of Southern Slavery. How did American racial attitudes originate? How can we make sense of consistent and stubborn regional divides on race and race-related questions? Why is the South more conservative than other parts of the country? This book project tackles these questions by arguing that contemporary politics is shaped in part by the. Historical persistence of political attitudes. More optimistically, we also document how some attitudes and outcomes have attenuated o...

3

Matthew Blackwell - Blog

http://www.mattblackwell.org/blog

The ART of Control. Earlier today, on Twitter, I made the claim that Achen’s A Rule of Three (often referred to as ART) is insanely misleading. Brevity is not always clarity, so I wanted to follow up. Achen defined ART as this. A Rule of Three (ART): A statistical specification with more than three explanatory variables is meaningless. Strong words, obviously, given the usual number of variables in a statistical model. Does this mean that three variables provide enough control? Achen’s point is not that w...

4

Matthew Blackwell - Software

http://www.mattblackwell.org/software

Causalsens: A Selection Bias Approach to Sensitivity Analysis for Causal Effects . Causalsens is an R. Package to implement the selection bias approach to sensitivity analysis for causal effects as introduced in Blackwell (2014). This approach allows researchers to evaulate the effect of unmeasured confounders on their estimated effects varying both the strength and direction of the confounding. Browse the source and fork causalsens on github. And check it out on CRAN. Amelia: A Program for Missing Data .

5

Matthew Blackwell - Teaching

http://www.mattblackwell.org/teaching

Gov 2002, Graduate, Fall 2015). Substantive questions in empirical social science research are often causal. Does voter outreach increase turnout? Do political institutions affect economic development? Are job training programs effective? Class Page with Lecture Notes. Quantitative Research Methodology . Gov 2000, Graduate, Fall 2015). How can we detect voting irregularities? What causes individuals to vote? In what sense (if any) does democracy (or trade) reduce the probability of war? Causal Inference ...

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stephenpettigrew.com stephenpettigrew.com

Stephen Pettigrew | Teaching

http://www.stephenpettigrew.com/teaching

Gov 2001: Advanced Quantitative Research Methodology. Spring 2014 and 2015). See videos from my lectures here. Graduate course with the purpose of outfitting students with the tools required to do quantitative research in the social sciences, as well as to develop their own new statistical methods. Topics include statistical modeling using maximum likelihood estimation, matching, and missing data imputation. See interactive web apps used for teaching and other course materials here. Two week course for i...

gking.harvard.edu gking.harvard.edu

Amelia II: A Program for Missing Data | Gary King

http://gking.harvard.edu/amelia

Skip to main content. Albert J. Weatherhead III University Professor at Harvard University. 1737 Cambridge St. Cambridge, MA 02138. Bio and C.V. Amelia II: A Program for Missing Data. Amelia is named after this famous missing person. Multiple imputation involves imputing. Values for each missing cell in your data matrix and creating. Data sets. You then apply whatever statistical method you would have used if there had been no missing values to each of the. Imputed data sets as many times and for as many...

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mattblackwell.org mattblackwell.org

Matthew Blackwell - Home

Hello I am an Assistant Professor of Government. I am also an affiliate of the Institute for Quantitative Social Science. My research focuses on political methodology, with a focus on dynamic causal inference, instrumental variables, experimental design, missing data, and panel data. My substantive interests include the lasting effects of slavery on political attitudes in the US South. I teach several courses on political methodology. You might interested in my lecture notes on causal inference.

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