Denis Nekipelov : Citation Profile

University of Virginia

11

H index

12

i10 index

544

Citations

RESEARCH PRODUCTION:

13

Articles

15

Papers

1

Chapters

RESEARCH ACTIVITY:

   18 years (2003 - 2021). See details.
   Cites by year: 30
   Journals where Denis Nekipelov has often published
   Relations with other researchers
   Recent citing documents: 54.    Total self citations: 4 (0.73 %)

MORE DETAILS IN:
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   Permalink: http://citec.repec.org/pne42
   Updated: 2025-12-27    RAS profile: 2021-11-24    
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Relations with other researchers

Works with:

Authors registered in RePEc who have co-authored more than one work in the last five years with Denis Nekipelov.

Is cited by:

Aguirregabiria, Victor (17)

Chernozhukov, Victor (16)

Bergemann, Dirk (11)

Morris, Stephen (11)

Hansen, Christian (10)

Battistin, Erich (10)

De Nadai, Michele (9)

Fernandez-Val, Ivan (9)

Lewbel, Arthur (9)

Ichimura, Hidehiko (8)

Xu, Haiqing (8)

Cites to:

Chen, Xiaohong (35)

LINTON, OLIVER (18)

Newey, Whitney (18)

Van Keilegom, Ingrid (17)

Magnac, Thierry (8)

Imbens, Guido (8)

Chernozhukov, Victor (8)

Powell, James (8)

Ai, Chunrong (6)

Manski, Charles (6)

Pakes, Ariel (5)

Main data

Where Denis Nekipelov has published?

Journals with more than one article published# docs
Journal of Econometrics2
Quantitative Economics2

Working Papers Series with more than one paper published# docs
NBER Working Papers / National Bureau of Economic Research, Inc5
Boston College Working Papers in Economics / Boston College Department of Economics2
Working Papers / Duke University, Department of Economics2

Recent works citing Denis Nekipelov (2025 and 2024)

YearTitle of citing document
2025Machine Learning Insights on Farm Exits: Enhancing Resilience in Wisconsin’s Dairy Industry. (2025). Uddin, Md Azhar. In: 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO. RePEc:ags:aaea25:362687.

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2025Identification and Formal Privacy Guarantees. (2021). Komarova, Tatiana ; Nekipelov, Denis. In: Papers. RePEc:arx:papers:2006.14732.

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2024Spillovers of Program Benefits with Missing Network Links. (2024). Zhang, Lina. In: Papers. RePEc:arx:papers:2009.09614.

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2025Deep Learning for Individual Heterogeneity. (2025). Misra, Sanjog ; Farrell, Max ; Liang, Tengyuan. In: Papers. RePEc:arx:papers:2010.14694.

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2024When Should We (Not) Interpret Linear IV Estimands as LATE?. (2024). Sloczy, Tymon. In: Papers. RePEc:arx:papers:2011.06695.

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2024Identifying Dynamic Discrete Choice Models with Hyperbolic Discounting. (2024). Tsubota, Taiga. In: Papers. RePEc:arx:papers:2111.10721.

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2025Continuous permanent unobserved heterogeneity in dynamic discrete choice models. (2024). Bunting, Jackson. In: Papers. RePEc:arx:papers:2202.03960.

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2024Inference in Experiments with Matched Pairs and Imperfect Compliance. (2024). Tabord-Meehan, Max ; Shaikh, Azeem ; Bai, Yuehao ; Guo, Hongchang. In: Papers. RePEc:arx:papers:2307.13094.

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2025Nonparametric estimation of conditional densities by generalized random forests. (2025). Zincenko, Federico. In: Papers. RePEc:arx:papers:2309.13251.

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2025Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis. (2025). Leonenkov, Sergei ; Schrijvers, Okke ; Stier-Moses, Nicolas ; Liao, Luofeng ; Shi, Liang ; Zhang, Congshan ; Kroer, Christian. In: Papers. RePEc:arx:papers:2402.07322.

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2025Count Data Models with Heterogeneous Peer Effects under Rational Expectations. (2024). Houndetoungan, Aristide. In: Papers. RePEc:arx:papers:2405.17290.

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2025Paying to Do Better: Games with Payments between Learning Agents. (2025). Kolumbus, Yoav ; Halpern, Joe. In: Papers. RePEc:arx:papers:2405.20880.

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2024Did Harold Zuercher Have Time-Separable Preferences?. (2024). Lu, Jay ; Xin, YI ; Luo, Yao ; Saito, Kota. In: Papers. RePEc:arx:papers:2406.07809.

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2024Machine Learning for Economic Forecasting: An Application to Chinas GDP Growth. (2024). Xu, Yan ; Yang, Yanqing ; Ge, Jinfeng. In: Papers. RePEc:arx:papers:2407.03595.

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2025Enhancing the Merger Simulation Toolkit with ML/AI. (2025). Sullivan, Christopher ; Magnolfi, Lorenzo ; Collison, Jack ; Chiang, Harold D. In: Papers. RePEc:arx:papers:2506.05225.

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2025Predictive economics: Rethinking economic methodology with machine learning. (2025). Pereira, Miguel Alves. In: Papers. RePEc:arx:papers:2510.04726.

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2025An Empirical Framework for Discrete Games with Costly Information Acquisition. (2025). Jeong, Youngjae. In: Papers. RePEc:arx:papers:2510.19140.

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2025Forecasting Retail Sales using Machine Learning Models. (2025). Sithole, Terry ; Mustapha, Oluwasola Oluwaseun. In: American Journal of Statistics and Actuarial Sciences. RePEc:bfy:oajsas:v:6:y:2025:i:1:p:35-67:id:2679.

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2024Detecting accounting fraud in family firms: Evidence from machine learning approaches. (2024). Rahman, Md Jahidur ; Zhu, Hongtao. In: Advances in accounting. RePEc:eee:advacc:v:64:y:2024:i:c:s0882611023000810.

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2024Binary choice with misclassification and social interactions, with an application to peer effects in attitude. (2024). Lin, Zhongjian ; Hu, Yingyao. In: Journal of Econometrics. RePEc:eee:econom:v:238:y:2024:i:1:s0304407623002671.

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2024Nonparametric Gini-Frisch bounds. (2024). Chalak, Karim. In: Journal of Econometrics. RePEc:eee:econom:v:238:y:2024:i:1:s0304407623002762.

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2024Identification and estimation of sequential games of incomplete information with multiple equilibria. (2024). Yoon, Jangsu. In: Journal of Econometrics. RePEc:eee:econom:v:238:y:2024:i:2:s0304407623002853.

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2024On uniform inference in nonlinear models with endogeneity. (2024). Khan, Shakeeb ; Nekipelov, Denis. In: Journal of Econometrics. RePEc:eee:econom:v:240:y:2024:i:2:s0304407622000409.

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2024Identification and estimation of dynamic structural models with unobserved choices. (2024). Xin, YI ; Hu, Yingyao. In: Journal of Econometrics. RePEc:eee:econom:v:242:y:2024:i:2:s0304407624001520.

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2025Road illumination and nighttime pedestrian deaths: Evidence from moonlight. (2025). Tyndall, Justin. In: Economics of Transportation. RePEc:eee:ecotra:v:42:y:2025:i:c:s221201222500019x.

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2024Learning from Friends in a Pandemic: Social networks and the macroeconomic response of consumption. (2024). Wang, Tao ; Makridis, Christos A. In: European Economic Review. RePEc:eee:eecrev:v:169:y:2024:i:c:s001429212400165x.

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2024Toward high-resolution projection of electricity prices: A machine learning approach to quantifying the effects of high fuel and CO2 prices. (2024). Ikonnikova, Svetlana ; Madadkhani, Shiva. In: Energy Economics. RePEc:eee:eneeco:v:129:y:2024:i:c:s0140988323007399.

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2024Competition after mergers near review thresholds. (2024). Weichselbaumer, Michael. In: International Journal of Industrial Organization. RePEc:eee:indorg:v:94:y:2024:i:c:s0167718724000213.

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2024The news hour: Welfare estimation in the market for local television news. (2024). Baker, Matthew ; George, Lisa M. In: International Journal of Industrial Organization. RePEc:eee:indorg:v:94:y:2024:i:c:s0167718724000237.

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2024What are the priorities of bureaucrats? Evidence from conjoint experiments with procurement officials. (2024). Tukiainen, Janne ; Sieppi, Antti ; Luukinen, Ari ; Jskelinen, Jan ; Giuffrida, Leonardo M ; Bohne, Albrecht ; Blesse, Sebastian. In: Journal of Economic Behavior & Organization. RePEc:eee:jeborg:v:227:y:2024:i:c:s0167268124003305.

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2024Instrumental variables with unobserved heterogeneity in treatment effects. (2024). Torgovitsky, Alexander ; Mogstad, Magne. In: Handbook of Labor Economics. RePEc:eee:labchp:v:5:y:2024:i:c:p:1-114.

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2024GDP nowcasting: A machine learning and remote sensing data-based approach for Bolivia. (2024). Bolivar Rosales, Osmar. In: Latin American Journal of Central Banking (previously Monetaria). RePEc:eee:lajcba:v:5:y:2024:i:3:s2666143824000085.

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2025The effect of ESG divergence on the financial performance of Hong Kong-listed firms: An artificial neural network approach. (2025). Wojewodzki, Michal ; Cheong, Tsun Se ; Chui, David. In: Research in International Business and Finance. RePEc:eee:riibaf:v:73:y:2025:i:pa:s0275531924004094.

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2024Assessing the accuracy of self-reported health expenditure data: Evidence from two public surveys in China. (2024). Hao, Zhuang ; Wang, Yuze ; Zhang, Xudong. In: Social Science & Medicine. RePEc:eee:socmed:v:356:y:2024:i:c:s0277953624006087.

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2024Estimation of discrete choice models with error in variables: An application to revealed preference data with aggregate service level variables. (2024). Batarce, Marco. In: Transportation Research Part B: Methodological. RePEc:eee:transb:v:185:y:2024:i:c:s0191261524001097.

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2025Joint estimation and prediction of city-wide delivery demand: A large language model empowered graph-based learning approach. (2025). Li, Guilong ; Ma, Wei ; Sun, Jian ; Nie, Tong ; He, Junlin ; Mei, Yuewen ; Qin, Guoyang. In: Transportation Research Part E: Logistics and Transportation Review. RePEc:eee:transe:v:197:y:2025:i:c:s1366554525001164.

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2025Predictive modeling the past. (2025). Paker, Meredith ; Stephenson, Judy ; Wallis, Patrick. In: LSE Research Online Documents on Economics. RePEc:ehl:lserod:128852.

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2024Personalized Dynamic Pricing Based on Improved Thompson Sampling. (2024). Bi, Wenjie ; Liu, Haiying ; Wang, Bing. In: Mathematics. RePEc:gam:jmathe:v:12:y:2024:i:8:p:1123-:d:1372350.

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2025Modeling economic growth in pandemic times with machine learning regression algorithms. (2025). Sánchez Carrera, Edgar ; Policardo, Laura ; Navarro, Jess Alejandro ; Mendoza, Valeria Soto ; Snchez, Edgar Javier. In: Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance). RePEc:imx:journl:v:20:y:2025:i:1:a:2.

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2024Does Help Help? An Empirical Analysis of Social Desirability Bias in Ratings. (2024). Ding, Jianing ; Tan, Yong ; Yin, Guopeng ; Zheng, Jinyang. In: Information Systems Research. RePEc:inm:orisre:v:35:y:2024:i:3:p:1052-1073.

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2024Breastfeeding and Child Development Outcomes across Early Childhood and Adolescence: Doubly Robust Estimation with Machine Learning. (2024). Khudri, Md Mohsan ; Hussey, Andrew. In: IZA Discussion Papers. RePEc:iza:izadps:dp17080.

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2025Random Forests with Economic Roots: Explaining Machine Learning in Hedonic Imputation. (2025). Rao, Deyu ; Zeng, Shipei. In: Computational Economics. RePEc:kap:compec:v:66:y:2025:i:3:d:10.1007_s10614-024-10798-9.

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2024Drivers of Cooperation in Innovation by Energy Firms in Spain. (2024). Garcia-Quevedo, Jose ; Duch-Brown, N ; Costa-Campi, M T. In: Environmental & Resource Economics. RePEc:kap:enreec:v:87:y:2024:i:12:d:10.1007_s10640-024-00934-2.

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2025Misspecification-Robust Asymptotic and Bootstrap Inference for Nonsmooth GMM. (2025). Lee, Seojeong ; Kang, David. In: Working Papers. RePEc:lan:wpaper:423284005.

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2024Unveiling the affecting mechanism of digital transformation on total factor productivity of Chinese firms. (2024). Fu, Zhiyuan ; Madni, Ghulam Rasool. In: PLOS ONE. RePEc:plo:pone00:0298428.

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2024The derived demand for advertising expenses and implications on sustainability: a comparative study using deep learning and traditional machine learning methods. (2024). Kazancoglu, Yigit ; Birim, Sule ; Mangla, Sachin Kumar ; Kahraman, Aysun. In: Annals of Operations Research. RePEc:spr:annopr:v:339:y:2024:i:1:d:10.1007_s10479-021-04429-x.

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2025Application of machine learning and artificial intelligence on agriculture supply chain: a comprehensive review and future research directions. (2025). Ramasubramanian, M ; Shi, Yangyan ; Venkatesh, V G ; Kumari, Sneha ; Bharathi, Vijayakumar S ; Chian, Felix Ter. In: Annals of Operations Research. RePEc:spr:annopr:v:348:y:2025:i:3:d:10.1007_s10479-023-05556-3.

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2024Examining user behavior with machine learning for effective mobile peer-to-peer payment adoption. (2024). Antonio, Blanco-Oliver ; Francisco, Libana-Cabanillas ; Ana, Irimia-Diguez ; Juan, Lara-Rubio. In: Financial Innovation. RePEc:spr:fininn:v:10:y:2024:i:1:d:10.1186_s40854-024-00625-3.

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2024Machine learning in business and finance: a literature review and research opportunities. (2024). Li, Cong-Cong ; Dong, Yucheng ; Chao, Xiangrui ; Zhang, Hengjie ; Liang, Haiming ; Gao, Hanyao ; Kou, Gang. In: Financial Innovation. RePEc:spr:fininn:v:10:y:2024:i:1:d:10.1186_s40854-024-00629-z.

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2024Generalized Optimization Algorithms for Complex Objective Functions. (2024). Seri, Raffaello ; Martinoli, Mario ; Corsi, Fulvio. In: LEM Papers Series. RePEc:ssa:lemwps:2024/18.

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2024Modified-likelihood estimation of fixed-effect models for dyadic data. (2024). Jochmans, Koen. In: TSE Working Papers. RePEc:tse:wpaper:129030.

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2025ENTRY ORDER, PERFORMANCE, AND GEOGRAPHY: THE CASE OF THE CONVENIENCE‐STORE INDUSTRY IN JAPAN. (2025). Nishida, Mitsukuni. In: International Economic Review. RePEc:wly:iecrev:v:66:y:2025:i:2:p:787-822.

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2024Addressing sample selection bias for machine learning methods. (2024). Carlson, Alyssa ; Brewer, Dylan. In: Journal of Applied Econometrics. RePEc:wly:japmet:v:39:y:2024:i:3:p:383-400.

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2024Return predictability via an long short‐term memory‐based cross‐section factor model: Evidence from Chinese stock market. (2024). Xia, Shenghao ; Liu, Hao ; Yao, Haixiang. In: Journal of Forecasting. RePEc:wly:jforec:v:43:y:2024:i:6:p:1770-1794.

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Works by Denis Nekipelov:

YearTitleTypeCited
2015Machine Learning Methods for Demand Estimation In: American Economic Review.
[Full Text][Citation analysis]		article91
2011Nonlinear Models of Measurement Errors In: Journal of Economic Literature.
[Full Text][Citation analysis]		article102
2021Regularized Orthogonal Machine Learning for Nonlinear Semiparametric Models In: Papers.
[Full Text][Citation analysis]		paper3
2010Estimating Static Models of Strategic Interactions In: Journal of Business & Economic Statistics.
[Full Text][Citation analysis]		article178
2006Estimating Static Models of Strategic Interaction.(2006) In: NBER Working Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 178		paper
2018Measuring the Return to Online Advertising: Estimation and Inference of Endogenous Treatment Effects In: Boston College Working Papers in Economics.
[Full Text][Citation analysis]		paper0
2019On Uniform Inference in Nonlinear Models with Endogeneity In: Boston College Working Papers in Economics.
[Full Text][Citation analysis]		paper4
2013On Uniform Inference in Nonlinear Models with Endogeneity.(2013) In: Working Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 4		paper
2003WTO Accession and the Labor Market: Estimations for Russia In: Working Papers.
[Full Text][Citation analysis]		paper2
2011Information Structure and Statistical Information in Discrete Response Models In: Working Papers.
[Full Text][Citation analysis]		paper15
2018Information structure and statistical information in discrete response models.(2018) In: Quantitative Economics.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 15		article
2010Semiparametric efficiency in nonlinear LATE models In: Quantitative Economics.
[Citation analysis]		article27
2012Efficient local IV estimation of an empirical auction model In: Journal of Econometrics.
[Full Text][Citation analysis]		article0
2015Extremum estimation and numerical derivatives In: Journal of Econometrics.
[Full Text][Citation analysis]		article22
2011Identification, data combination and the risk of disclosure In: CeMMAP working papers.
[Full Text][Citation analysis]		paper3
2018Identification, data combination, and the risk of disclosure.(2018) In: Quantitative Economics.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 3		article
2016Identification and semiparametric estimation of a finite horizon dynamic discrete choice model with a terminating action In: Quantitative Marketing and Economics (QME).
[Full Text][Citation analysis]		article17
2015Estimation of Treatment Effects from Combined Data: Identification versus Data Security In: NBER Chapters.
[Full Text][Citation analysis]		chapter6
2013A Dynamic Model of Subprime Mortgage Default: Estimation and Policy Implications In: NBER Working Papers.
[Full Text][Citation analysis]		paper12
2015Demand Estimation with Machine Learning and Model Combination In: NBER Working Papers.
[Full Text][Citation analysis]		paper11
2015Identification and Efficient Semiparametric Estimation of a Dynamic Discrete Game In: NBER Working Papers.
[Full Text][Citation analysis]		paper16
2016Classification Trees for Heterogeneous Moment-Based Models In: NBER Working Papers.
[Full Text][Citation analysis]		paper5
2003Assesment of the Results of Personal Income Tax Reform in Russia In: Voprosy Ekonomiki.
[Citation analysis]		article2
2018Structural Econometrics of Auctions: A Review In: Foundations and Trends(R) in Econometrics.
[Full Text][Citation analysis]		article10
2008Empirical Content of a Continuous-Time Principal-Agent Model In: 2008 Meeting Papers.
[Citation analysis]		paper0
2010Numerical Performance of MCMC Algorithms for Classical Estimation In: 2010 Meeting Papers.
[Citation analysis]		paper0
2017K-anonymity: A note on the trade-off between data utility and data security In: Applied Econometrics.
[Full Text][Citation analysis]		article1
2015Consistent Variance of the Laplace Type Estimators: Application to DSGE Models In: Departmental Working Papers.
[Full Text][Citation analysis]		paper13
2018The Role of Royalties in Resource Extraction Contracts In: Land Economics.
[Full Text][Citation analysis]		article4

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