Title: Application of Hurdle Negative Binomial Count Data Model to Demand for Black Bass Fishing in the Southeastern United States

نویسندگان

  • Abdulbaki Bilgic
  • Wojciech Florkowski
چکیده

This paper identifies factors that influence the demand for a black bass fishing trip taken in the Southeastern U.S. using a double hurdle negative binomial count data model. The probability of fishing for a black bass is estimated in the first stage and the trip frequency for fishing a black bass is estimated in the second stage given that the individual has a positive probability towards undertaking a black bass fishing trip in the Southeast. The applied approach allows the decomposition of the effects of factors responsible for the decision of taking a fishing trip and the number of trips. Introduction In 1996, more than 13 million American anglers fished for a black bass on 191 million days in freshwater sources excluding the Great Lakes. More importantly, the Southeast was leading all other classified regions in the trip participation rate (38 percent) for all water-body type fishing (1996 National Survey of Fishing, Hunting and Wildlife Associated Recreation). The observed sample shows that the individuals took an average of 13 black bass fishing trips spending $24 per trip in the state where they resided. The main objective of this study is to identify the factors affecting black bass fishing trip demand in the southeastern U.S. using a hurdle negative binomial count data model. In addition, we also estimate black bass fishing trip demand elasticities based on count data model techniques. The focus on a single category of fish in this study reflects strong preference among anglers for it because of the reputation that each catch generates. The black bass category includes several species of ferocious predatory fish known to grow to a large size. Black bass fishing refers to only smallmouth and largemouth black bass and excludes white bass, spotted bass, striped bass, striped bass hybrids, and rock bass. The Southeast is classified as the primary bass fishing area.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Hurdle, Inflated Poisson and Inflated Negative Binomial Regression Models ‎ for Analysis of Count Data with Extra Zeros

In this paper‎, ‎we ‎propose ‎Hurdle regression models for analysing count responses with extra zeros‎. A method of estimating maximum likelihood is used to estimate model parameters. The application of the proposed model is presented in insurance dataset‎. In this example‎, there are many numbers of claims equal to zero is considered that clarify the application of the model with a zero-inflat...

متن کامل

Estimation of Count Data using Bivariate Negative Binomial Regression Models

Abstract Negative binomial regression model (NBR) is a popular approach for modeling overdispersed count data with covariates. Several parameterizations have been performed for NBR, and the two well-known models, negative binomial-1 regression model (NBR-1) and negative binomial-2 regression model (NBR-2), have been applied. Another parameterization of NBR is negative binomial-P regression mode...

متن کامل

Fitting of Count Time Series Models on the Number of Patients Referred to Addiction Treatment Centers in Semnan County

Abstract. Count data over time are observed in many application areas. Many researchers use time series patterns to analyze this data. In this paper, the poisson count time series linear models and negative binomials on this type of data with the explanatory variables are studied. The Likelihood analysis and the evaluation of count time series model based on generalized linear models are pres...

متن کامل

Zero inflated Poisson and negative binomial regression models: application in education

Background: The number of failed courses and semesters in students are indicatorsof their performance. These amounts have zero inflated (ZI) distributions. Using ZI Poisson and negative binomial distributions we can model these count data to find the associated factors and estimate the parameters. This study aims at to investigate the important factors related to the educational performance of ...

متن کامل

Application of hurdle model with random effects for evaluating the balance improvement in stroke patients

Background: Stroke is a prevalent cause of disability in adults. The fall is the most common balance and motor impairments, which affects the quality of life in stroke patients. This study aims to employ random effects hurdle model for evaluating the balance improvement in stroke patients under the occupational therapy. Methods: In this longitudinal study with repeated measurement during on...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2003