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Econometrica, ISSN 0012-9682, 07/2007, Volume 75, Issue 4, pp. 1175 - 1189
Journal Article
Canadian Journal of Statistics, ISSN 0319-5724, 09/2019, Volume 47, Issue 3, pp. 336 - 351
Important progress has been made with model averaging methods over the past decades. For spatial data, however, the idea of model averaging has not been... 
spatial data | model averaging | variable selection | Mallows criterion | MAXIMUM-LIKELIHOOD | STATISTICS & PROBABILITY | CRITERION | SELECTION | COVARIANCE | GENERALIZED CROSS-VALIDATION | Geology | Statistical methods | Criteria | Spatial data | Computer simulation | Geostatistics
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 04/2019, Volume 114, Issue 526, pp. 882 - 892
In the last decade, significant theoretical advances have been made in the area of frequentist model averaging (FMA); however, the majority of this work has... 
Asymptotic optimality | Varying-coefficient partially linear model | Mallows criterion | Model averaging | Heteroscedasticity | FOCUSED INFORMATION CRITERIA | STATISTICS & PROBABILITY | QUANTILE REGRESSION | EFFICIENT ESTIMATION | SELECTION | INFERENCE | Computer simulation | Data analysis | Criteria
Journal Article
Neurocomputing, ISSN 0925-2312, 2012, Volume 76, Issue 1, pp. 125 - 133
In this paper the problem of performing external validation of the semantic coherence of topic models is considered. The Fowlkes–Mallows index, a known... 
Soft clustering | Monte Carlo | Topic models | Fowlkes–Mallows index | Fowlkes-Mallows index | 2 HIERARCHICAL CLUSTERINGS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Monte Carlo method | Models | Algorithms | Analysis
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 04/2020, Volume 144, p. 106902
An important problem with model averaging approach is the choice of weights. The Mallows criterion for choosing weights suggested by Hansen (2007) is the first... 
Asymptotic optimality | Weight choice | Mallows criterion | Model averaging | Consistency
Journal Article
Journal of Econometrics, ISSN 0304-4076, 2010, Volume 156, Issue 2, pp. 277 - 283
This paper is in response to a recent paper by who proposed an optimal model average estimator with weights selected by minimizing a Mallows criterion. The... 
Non-nested models | Asymptotic optimality | Continuous weights | Mallows criterion | LINEAR-REGRESSION | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SELECTION ESTIMATORS | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | INFERENCE | Asymptotic optimality Continuous weights Mallows criterion Non-nested models
Journal Article
BERNOULLI, ISSN 1350-7265, 05/2019, Volume 25, Issue 2, pp. 1160 - 1188
The Mallows and Generalized Mallows Models are two of the most popular probability models for distributions on permutations. In this paper, we consider both... 
Mallows Model | Generalized Mallows Model | sampling | hamming | STATISTICS & PROBABILITY | learning | matching
Journal Article
Journal Article
The Econometrics Journal, ISSN 1368-4221, 10/2013, Volume 16, Issue 3, pp. 463 - 472
Summary This paper proposes a new model‐averaging method, called the hetero‐scedasticity–robust Cp (HRCp) method, for linear regression models with... 
Asymptotic optimality | Model selection | Model averaging | Mallows’ Cp | Heteroscedastic errors | Mallows' C | Economic models | Theorems | Simulation | Economic theory | Regression analysis | Linear equations | Econometrics | Asymptotic methods | Economic statistics | Monte Carlo simulation
Journal Article
Econometric Reviews, ISSN 0747-4938, 11/2016, Volume 35, Issue 8-10, pp. 1692 - 1752
Journal Article
Journal of Econometrics, ISSN 0304-4076, 06/2015, Volume 186, Issue 2, pp. 280 - 293
Journal Article
Statistics, ISSN 0233-1888, 01/2018, Volume 52, Issue 1, pp. 205 - 227
The theories and applications of model averaging have been developed comprehensively in the past two decades. In this paper, we consider model averaging for... 
Asymptotic optimality | model averaging | Mallows criterion | Mahalanobis distance | multivariate multiple regression model | LINEAR-REGRESSION | C-P | STATISTICS & PROBABILITY | SELECTION | INFERENCE
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 09/2011, Volume 106, Issue 495, pp. 1053 - 1066
Journal Article
Journal of Econometrics, ISSN 0304-4076, 12/2015, Volume 189, Issue 2, pp. 321 - 334
Journal Article
Economics Letters, ISSN 0165-1765, 05/2015, Volume 130, pp. 120 - 123
Recently, there has been increasing interest in model averaging within frequentist paradigm. In the existing literature, for proving consistency of model... 
Mallows model averaging | Smoothed BIC | Consistency | Jackknife model averaging | Smoothed AIC | REGRESSION | ECONOMICS | INFERENCE | SELECTION | GENERALIZED CROSS-VALIDATION | ASYMPTOTIC OPTIMALITY
Journal Article
Journal of Econometrics, ISSN 0304-4076, 2011, Volume 164, Issue 2, pp. 218 - 238
This paper considers the issue of selecting the number of regressors and the number of structural breaks in multivariate regression models in the possible... 
Structural breaks | Information criteria | AIC | BIC | Mallows’ Cp | Mallows' Cp | REGRESSION | TESTS | TIME | ORDER | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | CHANGE-POINT | BREAK | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | INFORMATION CRITERION | Structural breaks AIC Mallows' Cp BIC Information criteria | Monte Carlo method | Analysis | Models
Journal Article
Annual review of statistics and its application, ISSN 2326-8298, 3/2019, Volume 6, Issue 1, pp. 329 - 354
Preference data occur when assessors express comparative opinions about a set of items, by rating, ranking, pair comparing, liking, or clicking. The purpose of... 
Bradley-Terry model | recommender systems | Mallows model | Bayesian inference | Plackett-Luce model | preference learning with uncertainty | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | TIES | STATISTICS & PROBABILITY | RANKING | Methodology | Statistics
Journal Article