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Social and Behavioral Sciences Commons™

Open Access. Powered by Scholars. Published by Universities.®

Econometrics

Claremont Colleges

2018

Articles 1 - 8 of 8

Full-Text Articles in Social and Behavioral Sciences

The Principal Problem With Principal Components Regression, Heidi Margaret Artigue, Heidi Margaret Artigue Dec 2018

The Principal Problem With Principal Components Regression, Heidi Margaret Artigue, Heidi Margaret Artigue

Pomona Faculty Publications and Research

Principal components regression (PCR) reduces a large number of explanatory variables down to a small number of principal components. PCR is thought to be more useful, the more numerous the potential explanatory variables. The reality is that a large number of candidate explanatory variables does not make PCR more valuable; instead, it magnifies the failings of PCR.

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Is Avocado Toast The Reason I'M Still Living With My Parents?, Brendan Macdonald Jan 2018

Is Avocado Toast The Reason I'M Still Living With My Parents?, Brendan Macdonald

CMC Senior Theses

Is avocado toast the reason that I am still living with my parents? In other words, does the consumption of avocado toast, or more specifically eating out in general, have any impact on one’s ability to be a homeowner. In May of 2017, an Australian real estate developer by the name of Tim Gurner was asked to provide advice to young people who could not afford to purchase a home. He responded by saying, “when I was trying to buy my first home, I wasn’t buying smashed avocado for $19 and four coffees at $4 each,” (Victor, 2017). While the …

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Are Volatility Expectations In Different Countries Interdependent? A Data-Driven Solution To Structural Var Identification For Implied Equity Volatility Indices, Timothy H. De Silva Jan 2018

Are Volatility Expectations In Different Countries Interdependent? A Data-Driven Solution To Structural Var Identification For Implied Equity Volatility Indices, Timothy H. De Silva

CMC Senior Theses

Over the past couple of decades, the number of volatility indices has increased rapidly. These indices seek to represent the market’s expectation of realized volatility over the coming month, based on the prices of options traded on each underlying equity index. Although the dynamics of realized volatility spillover have been studied extensively, very few studies exists that examine the spillover between these volatility indices. By using DAG-based structural vector autoregression, this paper provides evidence that implied volatility spillover differs from realized volatility spillover. Through solving the well-known VAR identification problem for these indices, this paper finds that Asia, more specifically …

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Climate And Crime: Examining The Relationship Between Extreme Weather Events And Crime Rates In The United States, Erin Tully Jan 2018

Climate And Crime: Examining The Relationship Between Extreme Weather Events And Crime Rates In The United States, Erin Tully

CMC Senior Theses

This study attempts to determine whether there is a relationship between extreme weather events and crime rates. Due to the increasing effects of climate change, it is critical we understand the societal effects of extreme weather. Here, a panel data fixed effects regression was used to analyze state and year level data. It was hypothesized that there would be a relationship between crime and extreme events, but the results did not show a statistically significant relationship. Further research with increased geographic and temporal controls is encouraged.

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Analysis Of The Economic Impact Of Constructing A Nba Arena On The Host City, Grant Gilchrist Jan 2018

Analysis Of The Economic Impact Of Constructing A Nba Arena On The Host City, Grant Gilchrist

CMC Senior Theses

Using economic data collected from 24 different Metropolitan Statistical Areas in the US, this thesis investigates the impact of constructing a new National Basketball Association (NBA) arena on the host city’s economy. When a simplistic model is implemented, which does not control for other economic factors or individual subject heterogeneity, significantly positive economic impacts of arena construction are observed. However, when a more appropriate model specification is implemented that controls for economic activity and individual heterogeneity, these effects are no longer statistically significant. This comparative analysis ultimately highlights the importance of appropriate model specification and supports the conclusion that new …

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Why Do Underrepresented Minorities Leave Science And Engineering?, Cindy Onyekwelu Jan 2018

Why Do Underrepresented Minorities Leave Science And Engineering?, Cindy Onyekwelu

Pitzer Senior Theses

This paper extends upon Jennifer Hunt’s research on “Why do women leave science and engineering?”, that contributes to existing literature that overlooks underrepresented minorities level of commitment to STEM fields based on their STEM educational backgrounds and additional contributing factors that relates to women engineer’s leaving their felid to another felid that does not have any relation to their STEM degree. The following independent factors are the respondents’ gender, reasons for leaving the felid of major, how much does their highest degree relate to their current principle/ primary job, parents’ level of education, current citizenship status, level of highest degrees …

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The Effect Of Fast Food Restaurants On Type 2 Diabetes Rates, Grace Bailey Jan 2018

The Effect Of Fast Food Restaurants On Type 2 Diabetes Rates, Grace Bailey

CMC Senior Theses

This paper conducts an analysis of county level data to determine the effect of fast food restaurants on type 2 diabetes rates. Due to endogeneity concerns with respect to the location of fast food restaurants, this paper follows the work of Dunn (2010) and uses the number of interstate exits in a given county to serve as an instrument for fast food restaurants. The strength of the instrument, which is theoretically and empirically tested in this paper, imposes some restraints on the interpretation of the findings. Using the Two-Stage Least Squares estimation method, I find that the presence of fast …

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Human Development And Subnationalism: A Disaggregated Analysis Of Indian States: Kerala And Uttar Pradesh, Manika Garg Jan 2018

Human Development And Subnationalism: A Disaggregated Analysis Of Indian States: Kerala And Uttar Pradesh, Manika Garg

CMC Senior Theses

This thesis investigates achievements in human development outcomes on health, education, and poverty indicators across Indian states, in order to discern what factors might influence a state’s better orientation toward social policies. After conducting data analysis, the study explains differences in outcomes, as achieved by Kerala and Uttar Pradesh, by building an argument of subnational solidarity and its impact on determining the state’s policy agendas.

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