Search Results - subject:"multinomial logistic regression"

A Simulated Maximum Likelihood Estimator for the Random Coefficient Logit Model Using Aggregate Data

Park, Sungho - 2008

We propose a Simulated Maximum Likelihood estimation method for the random coefficient logit model using aggregate data, accounting for heterogeneity and endogeneity. Our method allows for two sources of randomness in observed market shares - unobserved product characteristics and sampling...

Persistent link: https://www.econbiz.de/10012771928

Modeling Joint Purchases with a Multivariate MNL Approach

Boztuğ, Yasemin; Hildebrandt, Lutz - 2008

Our research examines the hypothesis that products chosen on a shopping trip to a supermarket indicate the preference interdependencies of consumers between different products or brands. The bundle chosen on the trip can be regarded as an indicator of a global utility function. This function...

Persistent link: https://www.econbiz.de/10014213982

Bayesian Analysis of Random Coefficient Logit Models Using Aggregate Data

Jiang, Renna; Manchanda, Puneet; Rossi, Peter E. - 2008

We present a Bayesian approach for analyzing aggregate level sales data in a market with differentiated products. We consider the aggregate share model proposed by Berry, Levinsohn and Pakes (1995) which introduces a common demand shock into an aggregated random coefficient logit model. A full...

Persistent link: https://www.econbiz.de/10014026023

The Effect of Alcohol Consumption on Earnings

Barrett, Garry F. - 2008

The effect of alcohol consumption on the earnings of full-time male workers is analysed using the Australian National Health Survey 1989-90. A multinomial logit choice model is used to explain workers' choice of drinking status and to correct for selection bias in the earnings equation...

Persistent link: https://www.econbiz.de/10014033834

An analysis of risk management tools utilized by Illinois farmers

Tudor, Kerry; Spaulding, Aslihan; D. Roy, Kayla; … - In: Agricultural Finance Review 74 (2014) 1, pp. 69-86

analysis, one-way ANOVA, χ 2 tests of independence, and multinomial logistic regression were utilized to detect possible …, and farm and farmer characteristics. Findings – Multinomial logistic regression analysis revealed that age and gross farm … attitude nor education was a significant independent variable in the multinomial logistic regression model, but both were …

Persistent link: https://www.econbiz.de/10014667604

An analysis of risk management tools utilized by Illinois farmers

Tudor, Kerry; Spaulding, Aslihan; Roy, Kayla D.; … - In: Agricultural Finance Review 74 (2014), pp. 69-86

analysis, one-way ANOVA, ?2 tests of independence, and multinomial logistic regression were utilized to detect possible …, and farm and farmer characteristics. Findings – Multinomial logistic regression analysis revealed that age and gross farm … attitude nor education was a significant independent variable in the multinomial logistic regression model, but both were …

Persistent link: https://www.econbiz.de/10010814725

Classification of individual articles from all of science by research level

Boyack, Kevin W.; Patek, Michael; Ungar, Lyle H.; Yoon, … - In: Journal of Informetrics 8 (2014) 1, pp. 1-12

A system of four research levels, designed to classify scientific journals from most applied to most basic, was introduced by Francis Narin and colleagues in the 1970s. Research levels have been used since that time to characterize research at institutional and departmental levels. Currently,...

Persistent link: https://www.econbiz.de/10010795265

Self-Fulfilling and Fundamental Banking Crises : A Multinomial Logit Approach

Gonzalez, Fidel - 2014

This paper uses a multinomial logit model to examine the factors associated with the occurrence of both self-fulfilling and fundamental banking crises. We find evidence indicating that the two types of crises are indeed different, and are explained by different variables. Self-fulfilling crises...

Persistent link: https://www.econbiz.de/10013051702

Investigating preferences for the local delivery of agri-environment benefits

Garrod, Guy; Ruto, Eric; Willis, Kenneth G.; Powe, Neil A. - In: Journal of agricultural economics 65 (2014) 1, pp. 177-190

Persistent link: https://www.econbiz.de/10010252055

An empirical assist in determining reasonable compensation in closely held corporations

Englebrecht, Ted D.; Holcombe, Calee Jo; Murphy, Kristie - In: The journal of applied business research 30 (2014) 1, pp. 233-242

Persistent link: https://www.econbiz.de/10010252067