Faculty

Institution

Unit

Venue

Alan Montgomery

Associate Professor of Marketing

Carnegie Mellon University

Affiliations

School of Computer Science

Machine Learning

Tepper School of Business

Alan Montgomery is currently serving as a Machine Learning Associate Professor of Marketing at Carnegie Mellon University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Alan Montgomery

Carnegie Mellon University

Associate Professor of Marketing

You can click a keyword to filter the displayed items

marketing economics data science statistics marketing science marketing research digital marketing electronic commerce market analysis decision theory web analytics decision science branding social science research interactive marketing theoretical economics market microstructure mass communication data modeling online information management science human decision process industrial marketing information behavior estimation theory economic forecasting online advertising marketing analytics retail banking clickstream data pre-release movie piracy box-office revenue social media information science business strategy finance research choice-process data choice models sequential decision making exploration v exploitation internet modeling social networks consumer choice marketing theory marketing communications web trend empirical analysis supermarket scanner data right product empirical examination buy-it-now auctions human-computer interaction information technology statistical software behavioural process human information interaction frequent pattern mining trend analysis pattern discovery pattern analysis mathematical economics empirical finance learning theory customer experience inquiry-based learning user modeling web literacy customer profitability online browsing path analysis store-level price elasticity retail formats consumer shopping micro-marketing pricing strategies research stream quantitative marketing techniques philosophy of economics descriptive statistics microeconomics economic policy strategic management marketing strategy economic theory strategy economic literature statistical thinking market research economic systems econometric methods economic modelling applied statistics statistical hypothesis test business excellence business intelligence business science econometric models behavioral statistic econometrics marketing management statistical theory business studies economic analysis managerial aspect

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Mental Accounting Through Two-Stage Budgeting Under Bounded Rationality. (2025)

management accountingaccounting historybounded rationalityfinancial decision-makingaccounting information systemsfinancecapital budgetingaccountingeconomic psychology

A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-Armed Bandits. (2023)

sequential decision makingrecommender systemsfield testexploration v exploitationreinforcement learningdecision theorystatisticsbehavioral economicsbandit algorithmsbehavioral decision makinghuman decision processhuman preferencessocial choicebehavioral sciences

Generalization Differences Between End-To-End and Neuro-Symbolic Vision-Language Reasoning Systems. Findings of the Association for Computational Linguistics: EMNLP 2022 (2022)

semantic processinglanguagepsycholinguisticscognitive linguisticsgeneral linguisticssemanticsstructural linguisticssymbolic learningneurolinguisticssemantic interpretationcognitive scienceapplied linguisticscomputational linguisticssyntaxlanguage networkvisual sciencelanguage processing in the brainlanguage learningsemantic evaluationcomputational intelligencegrammarlinguistics

Two-Stage Budgeting With Bounded Rationality. SSRN Electronic Journal (2021)

Nick PretnarChristopher Y. OlivolaAlan Montgomery

decision theorybounded rationalityeconomicstwo-stage budgeting

Rebounding Bandits for Modeling Satiation Effects. arXiv (Cornell University) (2020)

sequential decision makingsatiation effectsbehavioural processdecision scienceexploration v exploitationreinforcement learningstatisticsstochastic processapplied mathematics

A Structural Model of Mental Accounting. SSRN Electronic Journal (2019)

Alan MontgomeryChristopher Y. OlivolaNick Pretnar

mental accountingsocial sciencespsychologysocial science researchstructural modelcognitive science

Analyzing Bank Overdraft Fees With Big Data. Marketing Science (2018)

Xiao LiuAlan MontgomeryKannan Srinivasan

financial economicsfinancial analysismarketingmarketing sciencefinanceretail bankingempirical financestatisticsbusiness analyticsbank overdraft feesmarketing analyticsbig data

Durables, Non-Durables, and a Structural Test of Fungibility. SSRN Electronic Journal (2018)

Alan MontgomeryChristopher Y. OlivolaNick Pretnar

political sciencesocial sciencesstructural teststructural testingsocial science research

Durables, Non-Durables, and a Structural Test of Fungibility. (2018)

designconstruction materialsmechanical propertieswood sciencesustainable materialsmechanical engineeringstructural materialsdurability performancemateriality

Trends and Patterns of Www Browsing Behavior. Research Showcase @ Carnegie Mellon University (Carnegie Mellon University) (2018)

Alan L. MontgomeryChristos Faloutsos

web analyticsweb trendwww browsing behaviorinformation behaviorweb literacydata scienceclustering

1
2
3
4
5
12
10 / page

Alan Montgomery

Associate Professor of Marketing

Carnegie Mellon University

Affiliations

School of Computer Science

Machine Learning

Tepper School of Business

Alan Montgomery is currently serving as a Machine Learning Associate Professor of Marketing at Carnegie Mellon University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Alan Montgomery

Carnegie Mellon University

Associate Professor of Marketing

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Mental Accounting Through Two-Stage Budgeting Under Bounded Rationality. (2025)

management accountingaccounting historybounded rationalityfinancial decision-makingaccounting information systemsfinancecapital budgetingaccountingeconomic psychology

A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-Armed Bandits. (2023)

Generalization Differences Between End-To-End and Neuro-Symbolic Vision-Language Reasoning Systems. Findings of the Association for Computational Linguistics: EMNLP 2022 (2022)

Two-Stage Budgeting With Bounded Rationality. SSRN Electronic Journal (2021)

Nick PretnarChristopher Y. OlivolaAlan Montgomery

decision theorybounded rationalityeconomicstwo-stage budgeting

Rebounding Bandits for Modeling Satiation Effects. arXiv (Cornell University) (2020)

sequential decision makingsatiation effectsbehavioural processdecision scienceexploration v exploitationreinforcement learningstatisticsstochastic processapplied mathematics

A Structural Model of Mental Accounting. SSRN Electronic Journal (2019)

Alan MontgomeryChristopher Y. OlivolaNick Pretnar

mental accountingsocial sciencespsychologysocial science researchstructural modelcognitive science

Analyzing Bank Overdraft Fees With Big Data. Marketing Science (2018)

Xiao LiuAlan MontgomeryKannan Srinivasan

financial economicsfinancial analysismarketingmarketing sciencefinanceretail bankingempirical financestatisticsbusiness analyticsbank overdraft feesmarketing analyticsbig data

Durables, Non-Durables, and a Structural Test of Fungibility. SSRN Electronic Journal (2018)

Alan MontgomeryChristopher Y. OlivolaNick Pretnar

political sciencesocial sciencesstructural teststructural testingsocial science research

Durables, Non-Durables, and a Structural Test of Fungibility. (2018)

designconstruction materialsmechanical propertieswood sciencesustainable materialsmechanical engineeringstructural materialsdurability performancemateriality

Trends and Patterns of Www Browsing Behavior. Research Showcase @ Carnegie Mellon University (Carnegie Mellon University) (2018)

Alan L. MontgomeryChristos Faloutsos

web analyticsweb trendwww browsing behaviorinformation behaviorweb literacydata scienceclustering

1
2
3
4
5
12
10 / page

Similar Faculty Members

Robert A. Miller

Institution

Carnegie Mellon University

financial stability

econometrics

Stephen E. Spear

Institution

Carnegie Mellon University

financial stability

econometrics

Sivaraman Balakrishnan

Institution

Carnegie Mellon University

general systems

mathematics education

Bryan R. Routledge

Institution

Carnegie Mellon University

financial stability

financial economics

Laurence Ales

Institution

Carnegie Mellon University

economic policy

economic dynamics

Tulin Erdem

Institution

New York University

marketing science

advertising

Young-Hoon Park

Institution

Cornell University

marketing analytics

marketing science

Srikanth Jagabathula

Institution

New York University

electronic commerce

marketing

Avijit Ghosh

Institution

University of Illinois Urbana-Champaign

business-to-business market

market research

Tridas Mukhopadhyay

Institution

Carnegie Mellon University

business studies

electricity generation

Similar Faculty Members

Robert A. Miller

Institution

Carnegie Mellon University

financial stability

econometrics

Stephen E. Spear

Institution

Carnegie Mellon University

financial stability

econometrics

Sivaraman Balakrishnan

Institution

Carnegie Mellon University

general systems

mathematics education

Bryan R. Routledge

Institution

Carnegie Mellon University

financial stability

financial economics

Laurence Ales

Institution

Carnegie Mellon University

economic policy

economic dynamics

Tulin Erdem

Institution

New York University

marketing science

advertising

Young-Hoon Park

Institution

Cornell University

marketing analytics

marketing science

Srikanth Jagabathula

Institution

New York University

electronic commerce

marketing

Avijit Ghosh

Institution

University of Illinois Urbana-Champaign

business-to-business market

market research

Tridas Mukhopadhyay

Institution

Carnegie Mellon University

business studies

electricity generation