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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".

R 100.00%
exploratory-data-analysis hypothesis-testing heteroskedasticity endogeneity linear-regression panel-data fixed-effects random-effects-model rstudio visualization

effect-of-shall-carry-law-on-violence-rate-in-united-states's Introduction

Effect of Shall-Carry Law on Violence Rate in United-States.

A Shall-issue law is one that requires that governments issue concealed carry handgun permits to any applicant who meets the necessary criteria. The second amendment of the United States Constitution protects the right to keep and bear arms which is also known as shall carry law. Many states in the United States have passed the right to carry laws. The eligibility criteria to be issued the license is as follows:

  1. The person should be mentally stable
  2. Have no criminal history in the past
  3. Successfully completion of a course in firearms training (as per the law)

But, the key question that we are trying to answer here is, "Do the shall-carry law's inclusion reduces crime / violence rate in a state or not?"

Table of Contents

  • General Info
  • Variable Description
  • Technologies and Methods
  • Status
  • Contact

General Info

The data set is a balanced panel of data on 50 US states, plus the District of Columbia (for a total of 51 “states”), by year for 1977 – 1999. Each observation is a given state in a given year. There are a total of 51 states × 23 years = 1173 observations. The study first covers the descriptive analysis followed by predictive analysis. The inclusion or exclusion of the variables in the models is supported by the economic theory and the significance of the variable.

Variable Description

Following table explains the variables in the dataset:

  1. Year : Yearly time effects (1977-1999)
  2. Vio : Crime incidents per 100,000 members in the population
  3. Rob : Robbery incidents per 100,000 members in the population
  4. Mur : Murder incidents per 100,000 members in the population
  5. Shall : Whether shall carry law is in effect (yes=1, No=0)
  6. Incarc_rate : Number of prisoners sentenced per 100,000 residents in previous year
  7. Density : Population per square mile of land area (divided by 1000)
  8. Avginc : Real per capita personal income in thousands of dollars
  9. Pop : Population in millions
  10. Pm1029 : Percentage of male population, aged 10-29 in the state
  11. Pw1064 : Percentage of whites aged 10-64 in the state
  12. Pb1064 : Percentage of black aged 10-64 in the state
  13. Stateid : ID number of every state

Technologies and Methods

  • R-Studios
  • Microsoft Excel
  • Regression Modelling
  • Panel Data

Status

Project is: finsished

Contact

If you loved what you read here and feel like we can collaborate to produce some exciting stuff, or if you just want to shoot a question, please feel free to connect with me on LinkedIn.

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