Using Regression Methods to Predict Alcohol Beer Rating
نویسندگان
چکیده
In this paper, we analyze the dataset of alcohol beer reviews, and propose the models to make prediction of brewer’s rating on the beer based on the information of the review.
منابع مشابه
Consumer ratings and the pricing of experience goods: hedonic regression analysis of beer prices
This study fills a void in the literature by providing the first evaluation of the impact of consumer ratings on beer prices using hedonic methods. Our work is based on a dataset consisting of over 400 beers and includes information on calorie content, alcohol content, user rating, and style for each beer. Our results indicate that a 10-point increase in consumer rating is associated with about...
متن کاملAn empirical evaluation of the US Beer Institute's self-regulation code governing the content of beer advertising.
OBJECTIVES We evaluated advertising code violations using the US Beer Institute guidelines for responsible advertising. METHODS We applied the Delphi rating technique to all beer ads (n = 289) broadcast in national markets between 1999 and 2008 during the National Collegiate Athletic Association basketball tournament games. Fifteen public health professionals completed ratings using quantitat...
متن کاملType of alcoholic beverage and high-risk drinking: how risky is beer drinking in Korea?
AIMS To examine the association of beverage type with high-risk drinking in Korea. METHODS Data were analysed from the Korea's 1997 behavioural risk factor surveillance system survey collected by a stratified random sampling method (n = 1045). After alcohol consumption per drinking day was categorized into three risk levels for short-term or 'acute' harm on the basis of the World Health Organ...
متن کاملBeer drinking accounts for most of the hazardous alcohol consumption reported in the United States.
OBJECTIVE Patterns and correlates of hazardous drinking, defined as occasions in which five or more drinks were consumed in a day, were compared for wine, beer and distilled spirits. METHOD From a probability sample of the U.S. adult household population, 2,817 respondents who had consumed at least one drink in the previous year were selected for analysis. RESULTS The results show that, in ...
متن کاملYoung people and alcohol: an econometric analysis.
AIMS To analyse the determinants of youth drinking behaviour within an economic -theoretical framework. The paper focuses especially on the effects of (a) having parents willing to supply alcohol, (b) living in a single-parent household, (c) having parents who are currently unemployed and (d) having received education about alcohol, narcotics and tobacco. DESIGN, SETTING AND PARTICIPANTS A Sw...
متن کامل