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Category: portfolio

Organizing Messy Data

Posted on January 11, 2021January 11, 2021 by Maderas Partners LLC Posted in portfolioTagged data cleaning, PythonLeave a Comment on Organizing Messy Data

Sometimes, the biggest challenge is creating a uniform dataset. Here we outline one recent example.

Difference-in-Difference

Posted on January 10, 2021January 11, 2021 by Maderas Partners LLC Posted in portfolioTagged econometrics, statisticsLeave a Comment on Difference-in-Difference

The Difference-in-Difference (DiD) analysis is a powerful econometric tool to analyze the difference between two groups after some type of treatment.

K-Nearest Neighbors, Part I

Posted on January 9, 2021January 11, 2021 by Maderas Partners LLC Posted in portfolioTagged linear regression, stataLeave a Comment on K-Nearest Neighbors, Part I

Using actual data from the Seattle Police Dept, we created a machine learning model to predict the likelihood of arrest after routine police stops.

K-Nearest Neighbors, Part II

Posted on January 8, 2021January 11, 2021 by Maderas Partners LLC Posted in portfolioTagged machine learning, PythonLeave a Comment on K-Nearest Neighbors, Part II

The Machine Learning portion of the K-Nearest Neighbors exercise.

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Maderas Partners is headquartered in Baltimore, MD, but our advisors are available for projects globally.

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