Julian J. Faraway

Statistics and Probability · 2002–2018

A researcher in the Science corpus: 11 papers; trusts 36 researchers and is trusted by 61 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 37 citations into it; #1,608 of 12,932 by trust here, #3,513 by citations
• Artificial Intelligence — 9 citations into it; #11,276 of 35,345 by trust here, #21,316 by citations
• Management Science and Operations Research — 7 citations into it; #496 of 11,946 by trust here, #2,065 by citations

Whom Julian J. Faraway trusts overall

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

1. William N. Venables
2. Alexandre Belloni
3. Tilmann Gneiting
4. Jerald F. Lawless
5. B. D. Ripley
6. Ruth Heller
7. Victor Chernozhukov
8. Eric R. Ziegel
9. E. Todorov
10. Adrian E. Raftery

Who trusts Julian J. Faraway overall

1. Ildiko Kiraly
2. Shinichi Nakagawa
3. Aaron M. Christ
4. Sasha D. Hafner
5. Matthew F. Dixon
6. Mathias Kraus
7. Lotte Meteyard
8. G. Zhang
9. Paul L. Auer
10. P. Ódor

Papers from Julian J. Faraway's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. The Elements of Statistical Learning
3. Generalized Linear Models
4. Estimating the Dimension of a Model
5. Cross‐Validatory Choice and Assessment of Statistical Predictions
6. Strictly Proper Scoring Rules, Prediction, and Estimation
7. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
8. ImageNet classification with deep convolutional neural networks
9. The Nature of Statistical Learning Theory
10. MODEL SELECTION AND INFERENCE: FACTS AND FICTION (Econometric Theory)

Their papers

• Extending the Linear Model with R (2004) — 791 citations
• Does data splitting improve prediction? (2013) — 51 citations
• Time series forecasting with neural networks: a comparative study using the air line data (2008) — 319 citations
• Modelling three‐dimensional trajectories by using Bézier curves with application to hand motion (2007) — 71 citations
• Extending the Linear Model with R:Generalized Linear, Mixed Effects and Nonparametric Regression Models, (2nd ed.) (2016) — 896 citations
• When small data beats big data (2018) — 81 citations
• Classical Goodness-of-Fit Tests for Univariate Distributions (2015) — 52 citations
• Linear Models with R (2014) — 304 citations
• Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models (2005) — 400 citations
• An F test for linear models with functional responses (2004) — 188 citations
• Practical Regression and Anova using R (2002) — 476 citations