Applied Econometrics Project, Analysis conducted with R
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Updated
Mar 31, 2022 - R
Applied Econometrics Project, Analysis conducted with R
Testing models from the GPBoost package against regular gradient boosting.
Meta-analysis of the rodent object-in-context task
QMSS MA Thesis - Intergenerational Childcare and Maternal Wages
Meta-regression of diagnostic accuracy studies in Stata
Analysis on how drunk driving laws affect traffic deaths
Time Series, Panel Data, RShiny, Machine Learning & Deep Learning Assignments and projects using R
Nonparametric Random Effect via Latent Class Variable
Cluster-specific logistic regression models for whether an NBA team will make the playoffs given the current statistics of that team. Specifically uses population averaged models (PA) based on generalized estimating equations (GEE); Also, uses cluster-specific (each team) random effects models
Meta-analysis of learning and memory in PTSD
As part of this project, we have used Regression Analysis on top of a panel data on Guns in USA to determine the "Effect of Shall-Carry Law on Violence Rate and Incarceration Rate in United States".
Do laws like Tax on Case of Beer ($), Mandatory Jail Sentence, Mandatory Community Service, Minimum Legal Drinking Age affect number of vehicle fatalities in the United States of America? Various hypothesis are tested and found some surprising results.
Complex comparative experiments (MAT 458)
Investigating the importance of state drinking laws, prevailing economic conditions and demographic factors on motor vehicle fatality rate between 1982 and 1988
Building and deploying a model that could crunch down the financial record data of companies to predict their market cap. Built up a model and selected essential feature variables on a custom dataset.
simulation study into whether fixed/random effects account for unmeasured confounding
This project aims to conduct a random survey design for collecting responses regarding wine preferences of Italian consumers. Furthermore, it attempts to understand how preference share gets affected as we vary different attributes associated with wine with the use of a research method called Conjoint Analysis..
Stata and R programs to automatically quasi-demean regressors following FGLS-RE or MLE-RE regression
Evaluating the suitability of spatial adjacency for small-area estimation
Material for a Bayesian statistics workshop
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