This is Final Capstone Project for ALY15 80625 Intermediate Analytics SEC 04 Spring 2021 CPS.
Primarily to learn Data Analytics, Descriptive and Inferential Stastics using R.
This paper summarizes our preliminary (Exploratory Data Analysis EDA) analysis on the selected dataset, the NYPD shooting incident dataset for this group project. It will share some insightful results from the EDA and descriptive statistics. Further, this paper identifies a set of methods used to answer the business questions on the dataset and justifies those methods using statistics and analytics concepts.
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Distributed under the GPL v3 License. See LICENSE for more information.
- Aswin Kumar Rajendran
- Chaya Kotturesh
- Neil Mascarenhas - About me?
Project Link: https://mascarenhasneil.github.io/NYPD_Shooting_Analytics/
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- Chapter 11 Categorical Predictors and Interactions | Applied Statistics with R. (2020, October 30). NA. https://daviddalpiaz.github.io/appliedstats/categorical-predictors-and-interactions.html
- Coding for Categorical Variables in Regression Models | R Learning Modules. (n.d.). NA. Retrieved May 16, 2021, from https://stats.idre.ucla.edu/r/modules/coding-for-categorical-variables-in-regression-models/
- GeeksforGeeks. (2020, October 12). Regression with Categorical Variables in R Programming. https://www.geeksforgeeks.org/regression-with-categorical-variables-in-r-programming/
- Logit Regression | R Data Analysis Examples. (n.d.). Idre UCLA. Retrieved May 10, 2021, from https://stats.idre.ucla.edu/r/dae/logit-regression/
- Quick-R: Generalized Linear Models. (n.d.). Statmethods. Retrieved May 16, 2021, from https://www.statmethods.net/advstats/glm.html
- Rungta, K. (2021, April 8). R Random Forest Tutorial with Example. Rungta Blog. https://www.guru99.com/r-random-forest-tutorial.html
- The City of New York. (2020, July 15). NYPD Shooting Incident Data (Historic) | NYC Open Data. NYC Open Data. https://data.cityofnewyork.us/Public-Safety/NYPD-Shooting-Incident-Data-Historic-/833y-fsy8
- Winston, A., & Winston, A. (2018, January 27). Transparency Advocates Win Release of NYPD “Predictive Policing” Documents. The Intercept. https://theintercept.com/2018/01/27/nypd-predictive-policing-documents-lawsuit-crime-forecasting-brennan/
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