Markov chain Monte Carlo and models of consideration set and parameter heterogeneity

Sampling-Based Approaches to Calculating Marginal Densities

1990 • 6,498 citations

The Calculation of Posterior Distributions by Data Augmentation

1987 • 3,679 citations

Understanding the Metropolis-Hastings Algorithm

1995 • 3,536 citations

Bayesian Analysis of Binary and Polychotomous Response Data

1993 • 2,975 citations

A Logit Model of Brand Choice Calibrated on Scanner Data

1983 • 1,834 citations

Sampling-Based Approaches to Calculating Marginal Densities

1990 • 1,547 citations

Understanding the Metropolis-Hastings Algorithm

1995 • 1,264 citations

A Probabilistic Choice Model for Market Segmentation and Elasticity Structure

1989 • 1,264 citations

An Evaluation Cost Model of Consideration Sets

1990 • 1,044 citations

The Calculation of Posterior Distributions by Data Augmentation

1987 • 722 citations

Development and Testing of a Model of Consideration Set Composition

1991 • 651 citations

A Logit Model of Brand Choice Calibrated on Scanner Data (Логистическая модель выбора бренда, откалиброванная на панельных данных сканированных штрих-кодов покупок)

1983 • 567 citations

Consideration set influences on consumer decision-making and choice: Issues, models, and suggestions

1991 • 540 citations

Bayesian Analysis of Binary and Polychotomous Response Data

1993 • 503 citations

A Probabilistic Choice Model for Market Segmentation and Elasticity Structure

1989 • 492 citations

Markov Chain Monte Carlo Simulation Methods in Econometrics

1996 • 482 citations

Discrete choice models with latent choice sets

1995 • 392 citations

Investigating Heterogeneity in Brand Preferences in Logit Models for Panel Data

1991 • 323 citations

Modeling Multiple Sources of Heterogeneity in Multinomial Logit Models: Methodological and Managerial Issues

1993 • 238 citations

Development and Testing of a Model of Consideration Set Composition

1991 • 237 citations

Effects of Context and Part-Category Cues on Recall of Competing Brands

1985 • 232 citations

Studying Consideration Effects in Empirical Choice Models Using Scanner Panel Data

1995 • 224 citations

Limited Choice Sets, Local Price Response, and Implied Measures of Price Competition

1996 • 166 citations

Empirical test of a constrained choice discrete model: Mode choice in São Paulo, Brazil

1987 • 160 citations

The Akaike Likelihood Ratio Index

1986 • 146 citations

Making the Cut: Modeling and Analyzing Choice Set Restriction in Scanner Panel Data

1995 • 128 citations

Investigating Heterogeneity in Brand Preferences in Logit Models for Panel Data

1991 • 119 citations

Effects of Context and Part-Category Cues on Recall of Competing Brands

1985 • 109 citations

Limited Choice Sets, Local Price Response and Implied Measures of Price Competition

1996 • 95 citations

Studying Consideration Effects in Empirical Choice Models Using Scanner Panel Data

1995 • 70 citations

Making the Cut: Modeling and Analyzing Choice Set Restriction in Scanner Panel Data

1995 • 56 citations

Information-theoretic estimation of individual consideration set

1995 • 45 citations

ANALYSIS OF THE EFFECTS OF CAPTIVITY ON TRAVEL TIME AND COST ELASTICITIES

1986 • 40 citations

Evoked Set Size As a Function of Number of Choice Criteria and Information Variability

1978 • 37 citations

Captivity and Choice in Travel-Behavior Models

1980 • 31 citations

An Information Processing Approach to Evoked Set Formation

1979 • 28 citations