{"id":{"repo_id":"unr","oai_identifier":"oai:scholarwolf.unr.edu:11714/557"},"canonical_url":"https://search.dev.ndltd.org/etd/unr/oai:scholarwolf.unr.edu:11714/557","repository":{"repo_id":"unr","name":"University of Nevada - Reno","base_url":"https://scholarwolf.unr.edu/server/oai/request"},"display":{"title":"Applications of Linear Regression and Other Statistical Tools in the Study of Alcohol Sales","abstract":"This study uses linear regression to model the relationship of alcohol sales as a function of economic and social variables. Data were obtained on the whole U.S. for this study's dependent variable of alcohol sales and independent variables of unemployment rate, personal consumption expenditures, consumer price index, population, and high school graduation rate. For the purposes of developing a reliable regression model, this study focuses on satisfying the seven classical assumptions of ordinary least squares regression. The results of this study show a statistically significant positive relationship between alcohol sales and the variables of unemployment rate, personal consumption expenditures, and high school graduation rate.","abstract_html":"This study uses linear regression to model the relationship of alcohol sales as a function of economic and social variables. Data were obtained on the whole U.S. for this study's dependent variable of alcohol sales and independent variables of unemployment rate, personal consumption expenditures, consumer price index, population, and high school graduation rate. For the purposes of developing a reliable regression model, this study focuses on satisfying the seven classical assumptions of ordinary least squares regression. The results of this study show a statistically significant positive relationship between alcohol sales and the variables of unemployment rate, personal consumption expenditures, and high school graduation rate.","abstract_has_math":false,"creators":["Bertrando, Nicholas"],"institution":"University of Nevada, Reno","degree_name":"Mathematics","degree_level":"Honors Thesis","degree_discipline":null,"degree_department":null,"school":null,"contributors":[],"advisors":["Ramazan, Birant"],"committee_chairs":[],"committee_members":[],"year":2013,"date_issued":"2013","date_published":"2013","updated_at":"2026-07-27T21:47:14Z","subjects":[],"languages":["en_US","English"],"rights":["In Copyright(All Rights Reserved)"],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"http://hdl.handle.net/11714/557","outbound_label":"Handle","outbound_source":"dc:identifier.uri"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor.advisor","label":"Advisor","values":["Ramazan, Birant"]},{"key":"dc:creator","label":"Author","values":["Bertrando, Nicholas"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2017-01-24T23:09:10Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2017-01-24T23:09:10Z"]},{"key":"dc:date.issued","label":"Date","values":["2013"]},{"key":"dc:type","label":"Dc Type","values":["Thesis"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Honors Thesis"]},{"key":"thesis:degree_name","label":"Degree Name","values":["Mathematics"]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["University of Nevada, Reno"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language","label":"Dc Language","values":["English"]},{"key":"dc:language.iso","label":"Language (ISO)","values":["en_US"]},{"key":"dc:rights","label":"Dc Rights","values":["In Copyright(All Rights Reserved)"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.uri","label":"Identifier URI","values":["http://hdl.handle.net/11714/557"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["The University of Nevada, Reno Libraries will promptly respond to removal requests related to content that violates intellectual property laws, data protections, or has been uploaded without creator consent. Takedown notices should be directed to our ScholarWolf team (scholarwolf@library.unr.edu) with information about the object, including its full URL and the nature of your complaint."]},{"key":"dc:description.abstract","label":"Abstract","values":["This study uses linear regression to model the relationship of alcohol sales as a function of economic and social variables. Data were obtained on the whole U.S. for this study's dependent variable of alcohol sales and independent variables of unemployment rate, personal consumption expenditures, consumer price index, population, and high school graduation rate. For the purposes of developing a reliable regression model, this study focuses on satisfying the seven classical assumptions of ordinary least squares regression. The results of this study show a statistically significant positive relationship between alcohol sales and the variables of unemployment rate, personal consumption expenditures, and high school graduation rate."]},{"key":"dc:format","label":"Dc Format","values":["PDF"]},{"key":"dc:title","label":"Title","values":["Applications of Linear Regression and Other Statistical Tools in the Study of Alcohol Sales"]}]}],"canonical_facts":{"dc:contributor.advisor":["Ramazan, Birant"],"dc:creator":["Bertrando, Nicholas"],"dc:date.accessioned":["2017-01-24T23:09:10Z"],"dc:date.available":["2017-01-24T23:09:10Z"],"dc:date.issued":["2013"],"dc:description":["The University of Nevada, Reno Libraries will promptly respond to removal requests related to content that violates intellectual property laws, data protections, or has been uploaded without creator consent. Takedown notices should be directed to our ScholarWolf team (scholarwolf@library.unr.edu) with information about the object, including its full URL and the nature of your complaint."],"dc:description.abstract":["This study uses linear regression to model the relationship of alcohol sales as a function of economic and social variables. Data were obtained on the whole U.S. for this study's dependent variable of alcohol sales and independent variables of unemployment rate, personal consumption expenditures, consumer price index, population, and high school graduation rate. For the purposes of developing a reliable regression model, this study focuses on satisfying the seven classical assumptions of ordinary least squares regression. The results of this study show a statistically significant positive relationship between alcohol sales and the variables of unemployment rate, personal consumption expenditures, and high school graduation rate."],"dc:format":["PDF"],"dc:identifier.uri":["http://hdl.handle.net/11714/557"],"dc:language":["English"],"dc:language.iso":["en_US"],"dc:rights":["In Copyright(All Rights Reserved)"],"dc:title":["Applications of Linear Regression and Other Statistical Tools in the Study of Alcohol Sales"],"dc:type":["Thesis"],"thesis:degree_level":["Honors Thesis"],"thesis:degree_name":["Mathematics"],"thesis:institution_name":["University of Nevada, Reno"]},"updated_at":"2026-07-27T21:47:14Z"}