Pulak Ghosh

Indian Institute of Management (IIMB), Bangalore

Bannerghatta Road

Bangalore, Karnataka 560076

India

SCHOLARLY PAPERS

24

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SSRN CITATIONS
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Top 28,688

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10

CROSSREF CITATIONS

17

Scholarly Papers (24)

1.

Demonetization and Digitization

Number of pages: 57 Posted: 02 Jul 2018 Last Revised: 26 Dec 2018
National University of Singapore, XLRI - Xavier School of Management, Indian Institute of Management (IIMB), Bangalore, Indian Institute of Management (IIM), Indore and The University of Hong Kong - Faculty of Business and Economics
Downloads 801 (32,769)
Citation 5

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Digitization, Payment Method, Demonetization

2.

Banking the Unbanked: What Do 255 Million New Bank Accounts Reveal about Financial Access?

Columbia Business School Research Paper No. 17-12, Georgetown McDonough School of Business Research Paper No. 2906523, HKUST Finance Symposium 2017, Indian School of Business WP 2906523
Number of pages: 76 Posted: 30 Jan 2017 Last Revised: 13 Nov 2017
National University of Singapore, Indian School of Business (ISB), Hyderabad, Indian Institute of Management (IIMB), Bangalore, State Bank of India, Columbia Business School - Finance and Economics and Stanford University
Downloads 691 (39,999)
Citation 17

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Banking, Financial Inclusion, Financial Literacy, Big Data, Financial Access, Savings, Spending, Debit Card, Consumer Finance, Household Finance

3.

Consumption and Saving Response to a Tax-Subsidized Saving Policy: Evidence from India

Number of pages: 61 Posted: 17 Aug 2017 Last Revised: 10 Oct 2018
National University of Singapore, Office of the Comptroller of the Currency (OCC), Indian Institute of Management (IIMB), Bangalore and University of Sydney
Downloads 276 (120,283)
Citation 1

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Tax Preferred Saving Account, Tax Policy, Consumption, Saving, Debit Cards, Household Finance, Banks, Discretionary Spending, Fiscal Policy

4.

Financial Inclusion and Alternate Credit Scoring for the Millennials: Role of Big Data and Machine Learning in Fintech

Indian School of Business
Number of pages: 62 Posted: 14 Jan 2020 Last Revised: 21 Apr 2020
National University of Singapore, Indian School of Business (ISB), Hyderabad, Indian Institute of Management (IIMB), Bangalore and Fordham University - Finance Area
Downloads 219 (151,706)

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Fintech, Big data, Credit scores, Financial inclusion, Lending, Machine Learning, Mobile footprint, Prediction Counterfactual, Social footprint, Social capital

5.

Estimation of Residual Equity in Hierarchical Branding Structures: A Nonparametric Approach on Aggregate Beer Category Data

Indian School of Business WP ISB-WP/101/2010
Number of pages: 51 Posted: 01 Jul 2010
Sudhir Voleti, Paul E Nelson and Pulak Ghosh
Indian School of Business (ISB), Hyderabad, University of Rochester and Indian Institute of Management (IIMB), Bangalore
Downloads 150 (212,286)

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Brand Equity, Brand Valuation, Dirichlet process priors, Nonparametric Bayesian Statistics

6.

Do Indian Business Group Owned Mutual Funds Maximize Value for Their Investors?

IIM Bangalore Research Paper No. 463
Number of pages: 39 Posted: 29 May 2014
Indian Institute of Management (IIMB), Bangalore, Northeastern University and Indian Institute of Management (IIMB), Bangalore
Downloads 134 (232,401)
Citation 2

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Indian Business Group, Mutual Funds, Investors

7.

Simultaneous Bayesian Estimation of Multiple Quantiles with an Extension to Hierarchical Models

IIM Bangalore Research Paper No. 359
Number of pages: 41 Posted: 27 Jul 2012
Karthik Sriram, R. Ramamoorthi and Pulak Ghosh
Indian Institute of Management (IIMB), Bangalore, Michigan State University and Indian Institute of Management (IIMB), Bangalore
Downloads 94 (298,852)
Citation 2

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Asymmetric Laplace distribution, Bayesian quantile regression, Crossing

8.

Ask Your Doctor Whether This Product Is Right for You: A Bayesian Joint Model for Patient Drug Requests and Physician Prescriptions

Journal of the Royal Statistical Society: Series A, Forthcoming, IIM Bangalore Research Paper No. 526
Number of pages: 46 Posted: 09 Nov 2016 Last Revised: 07 Apr 2020
Bhuvanesh Pareek, Qiang Liu and Pulak Ghosh
Indian Institute of Management (IIM), Indore, Purdue University - Krannert School of Management and Indian Institute of Management (IIMB), Bangalore
Downloads 87 (316,112)
Citation 2

Abstract:

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Zero-inflated, Bayesian joint model, Health care, DTCA, Advertising, Doctor patient interaction

9.

Estimating Healthcare Demand for an Aging Population: A Flexible and Robust Bayesian Joint Model

IIM Bangalore Research Paper No. 357
Number of pages: 33 Posted: 27 Jul 2012
Center for Public Policy, IIM Bangalore, Indian Institute of Management (IIMB), Bangalore and affiliation not provided to SSRN
Downloads 79 (332,672)

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Bayesian Methods, Joint Model, Healthcare Demand, Aging, Splines

10.

A Bayesian Semiparametric Quantile Regression Model for Longitudinal Data with Application to Insurance Company Costs

IIM Bangalore Research Paper No. 355
Number of pages: 38 Posted: 26 Jul 2012
Karthik Sriram, Peng Shi and Pulak Ghosh
Indian Institute of Management (IIMB), Bangalore, University of Wisconsin - Madison and Indian Institute of Management (IIMB), Bangalore
Downloads 79 (332,672)

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Bayesian quantile regression, Asymmetric Laplace distribution, Singleindex, Dirichlet process, Spline, Clustering, Longitudinal data

11.

Extreme Stress and Investor Behavior: Evidence from a Natural Experiment

Number of pages: 71 Posted: 03 Sep 2019
Vikas Agarwal, Pulak Ghosh and Haibei Zhao
Georgia State University, Indian Institute of Management (IIMB), Bangalore and Lehigh University - College of Business
Downloads 57 (395,457)

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individual investors, stress, cognitive ability, trading, violence

12.

Tax-Pass-through, Pricing Strategy and Consumer Spending Dynamics: The Indian GST Experience

Number of pages: 38 Posted: 14 Jun 2019
National University of Singapore, XLRI - Xavier School of Management, Indian Institute of Management (IIMB), Bangalore, Indian Institute of Management (IIM), Indore and The University of Hong Kong - Faculty of Business and Economics
Downloads 45 (438,281)
Citation 1

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Tax Pass-through, Consumption, Big Data, Household Finance

13.

Financial Hardship and Saving Behaviour: Bayesian Analysis of British Panel Data

IZA Discussion Paper No. 10910
Number of pages: 42 Posted: 31 Aug 2017
University of Sheffield - Department of Economics, Indian Institute of Management (IIMB), Bangalore, Indian Institute of Management (IIM), Indore and University of Sheffield - Department of Economics
Downloads 44 (442,234)
Citation 1

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Bayesian modelling, financial hardship, saving, zero inflation

14.

Posterior Consistency of Bayesian Quantile Regression Under a Mis-Specified Likelihood Based on Asymmetric Laplace Density

IIM Bangalore Research Paper No. 340
Number of pages: 29 Posted: 06 Aug 2012
Karthik Sriram, R. Ramamoorthi and Pulak Ghosh
Indian Institute of Management (IIMB), Bangalore, Michigan State University and Indian Institute of Management (IIMB), Bangalore
Downloads 41 (454,470)
Citation 4

Abstract:

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consistency, asymmetric laplace density, Kullback-Leibler divergence, quantile regression, posterior distribution

15.

Foregone Consumption and Return-Chasing Investments

Number of pages: 52 Posted: 02 Aug 2019 Last Revised: 16 Mar 2020
Sumit Agarwal, Ben Charoenwong and Pulak Ghosh
National University of Singapore, National University of Singapore - Department of Finance and Indian Institute of Management (IIMB), Bangalore
Downloads 38 (467,242)

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Consumption, Loss Aversion, Return Chasing, Extrapolative Expectations, Household Portfolio Allocation

16.

Assessing Treatments Effects in Multi-Center Clinical Trials with Application To Scleroderma Lung Study: A Semiparametric Bayesian Approach

IIM Bangalore Research Paper No. 291
Number of pages: 38 Posted: 06 Aug 2012
National University of Singapore (NUS), Indian Institute of Management (IIMB), Bangalore, University of California, Los Angeles (UCLA) and Government of the United States of America - Food and Drug Administration (FDA)
Downloads 23 (545,026)

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treatment effect, nested Dirichlet process, multi-center, Scleroderma lung study, 2

17.

Household Finances and Social Interaction: Bayesian Analysis of Household Panel Data

IZA Discussion Paper No. 8301
Number of pages: 40 Posted: 12 Jul 2014
Sarah Brown, Pulak Ghosh and Karl Taylor
University of Sheffield - Department of Economics, Indian Institute of Management (IIMB), Bangalore and University of Sheffield - Department of Economics
Downloads 17 (582,955)

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assets, debt, household finances, social interaction

18.

Firm Integration and Supply Chains

Number of pages: 49 Posted: 10 Jan 2020
Shresth Garg, Pulak Ghosh and Brandon Tan
Harvard University, Department of Economics, Indian Institute of Management (IIMB), Bangalore and Harvard University, Department of Economics
Downloads 14 (602,606)

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India, e-way, GST, vertical integration, development, trade

19.

Consumption and Portfolio Rebalancing Response of Households to Monetary Policy: Evidence of the HANK Channel

Number of pages: 59 Posted: 22 May 2020
National University of Singapore, National University of Singapore (NUS), Department of Economics, Indian Institute of Management (IIMB), Bangalore and Singapore Management University
Downloads 13 (609,296)

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Monetary Policy, HANK model, Consumption, Portfolio Rebalancing, Household Finance, Reach for Yield

20.

(Ir)Rational Consumer Responses: Effect of Uncertain Tax Changes

Number of pages: 38 Posted: 07 May 2020
National University of Singapore, XLRI - Xavier School of Management, Indian Institute of Management (IIMB), Bangalore, Indian Institute of Management (IIM), Indore and The University of Hong Kong - Faculty of Business and Economics
Downloads 8 (643,979)
Citation 1

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Indirect Tax; Behavioural Economics; Policy Reform; Substitution; Tax Pass-Through; GST

21.

Digital Payments and Consumption: Evidence from the 2016 Demonetization in India

Number of pages: 57
Sumit Agarwal, Pulak Ghosh, Jing Li and Tianyue Ruan
National University of Singapore, Indian Institute of Management (IIMB), Bangalore, Singapore Management University and National University of Singapore (NUS) - Department of Finance
Downloads 2

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digital payments, financial technology, consumption, India, Demonetization

22.

Household Finances and Social Interaction: Bayesian Analysis of Household Panel Data

Review of Income and Wealth, Vol. 62, Issue 3, pp. 467-488, 2016
Number of pages: 22 Posted: 16 Aug 2016
Sarah Brown, Pulak Ghosh and Karl Taylor
University of Sheffield, Indian Institute of Management (IIMB), Bangalore and University of Sheffield - Department of Economics
Downloads 0 (721,576)
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assets, debt, household finances, social interaction

23.

An Inter-Product Competition Model Incorporating Branding Hierarchy and Product Similarities Using Store Level Data

Indian School of Business
Posted: 19 Jan 2014 Last Revised: 28 Apr 2020
Indian School of Business (ISB), Hyderabad, Dartmouth College - Tuck School of Business and Indian Institute of Management (IIMB), Bangalore

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Competition Modeling, Bayesian Semiparametrics, Nested Dirichlet Process

24.

Economic Policy Uncertainty and Economic Growth in India

IIM Bangalore Research Paper No. 407
Posted: 09 Apr 2013 Last Revised: 02 Oct 2017
Sanjai Bhagat, Pulak Ghosh and Srinivasan Rangan
University of Colorado at Boulder - Department of Finance, Indian Institute of Management (IIMB), Bangalore and Indian Institute of Management (IIMB), Bangalore

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economic policy uncertainty, India economic growth