Robert Fildes

Management Science and Operations Research · 1982–2019

A researcher in the Science corpus: 18 papers; trusts 60 researchers and is trusted by 28 researchers here, as inferred from the citation graph.

Subfields

• Management Science and Operations Research — 115 citations into it; #1,714 of 11,946 by trust here, #1,128 by citations
• Statistics and Probability — 63 citations into it; #10,083 of 12,932 by trust here, #7,165 by citations
• Economics and Econometrics — 52 citations into it; #6,666 of 23,481 by trust here, #9,444 by citations
• Marketing — 30 citations into it
• Artificial Intelligence — 24 citations into it
• Management Information Systems — 19 citations into it
• Time-Series & Forecasting — 19 citations into it; #51 of 381 by trust here, #18 by citations
• Evaluation & Benchmarks — 13 citations into it; #918 of 3,147 by trust here, #817 by citations

Whom Robert Fildes trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. A. Syntetos
2. Rob J Hyndman
3. Everette S. Gardner Jr.
4. Spyros Makridakis
5. Anne B. Koehler
6. John E. Boylan
7. Stephan Kolassa
8. Leo Breiman
9. Jerome H. Friedman
10. James W. Taylor

Who trusts Robert Fildes overall

1. Rob J Hyndman
2. André E. Punt
3. J. De Gooijer
4. S. J. Koopman
5. George Athanasopoulos
6. A. Zuur
7. Youngjo Lee
8. Jesús Fernández-Villaverde
9. Andrew S. Harvey
10. Anthony R. Ives

Papers from Robert Fildes's perspective

Ordered by how strongly the researchers Robert Fildes trusts endorse each paper. Same corpus, a different order for every researcher.

1. Bagging Predictors
2. Estimating the Dimension of a Model
3. Regression Shrinkage and Selection via the Lasso
4. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
5. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
6. Generalized Additive Models
7. The Nature of Statistical Learning Theory
8. The Elements of Statistical Learning
9. Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation
10. Forecasting with Exponential Smoothing

Their papers

• Effective forecasting and judgmental adjustments: an empirical evaluation and strategies for improvement in supply-chain planning (2009) — 456 citations
• On the identification of sales forecasting models in the presence of promotions (2015) — 106 citations
• Forecasting competitions - their role in improving forecasting practice and research (2007) — 71 citations
• Measuring forecasting accuracy : the case of judgmental adjustments to SKU-level demand forecasts (2013) — 198 citations
• Forecasting and operational research: a review (2008) — 296 citations
• Impact of Information Exchange on Supplier Forecasting Performance (2012) — 134 citations
• The State of Macroeconomic Forecasting (2002) — 241 citations
• The effects of integrating management judgement into intermittent demand forecasts (2009) — 130 citations
• Evaluating the forecasting performance of econometric models of air passenger traffic flows using multiple error measures (2011) — 90 citations
• Preparation for Crisis Management: A Proposed Model and Empirical Evidence (2004) — 117 citations
• Retail forecasting: Research and practice (2019) — 319 citations
• Short term electricity demand forecasting using partially linear additive quantile regression with an application to the unit commitment problem (2018) — 92 citations
• Simple versus complex forecasting: The evidence (2015) — 224 citations
• Lancaster University Management School Working Paper 2007 / 005 Against your better judgment ? How organizations can improve their use of management judgment in forecasting (2007)
• Generalising about univariate forecasting methods: Further empirical evidence (1998)
• Forecasting structural time series models and the kalman filter: Andrew Harvey, 1989, (Cambridge University Press), 554 pp., ISBN 0-521-32196-4 (1992)
• Quantitative Forecasting—the State of the Art: Econometric Models (1985)
• The accuracy of extrapolation (time series) methods: Results of a forecasting competition (1982)