Models as Approximations - A Conspiracy of Random Regressors and Model Deviations Against Classical Inference in Regression

Mikhail Traskin , Emil Pitkin , Lawrence D Brown , Linda Zhao
Statistical Science 1

11
2015
Assumption Lean Regression

Lawrence Brown , Linda Zhao , Richard Berk , Edward George
arXiv: Methodology

17
2018
Rate Optimal Denoising of Simultaneously Sparse and Low Rank Matrices

Zongming Ma , Andreas Buja , Dan Yang
arXiv: Statistics Theory

31
2014
All of Linear Regression

Lawrence D. Brown , Andreas Buja , Arun K. Kuchibhotla , Junhui Cai
arXiv: Statistics Theory

3
2019
Analyzing High-Dimensional Data with Motion Graphics.

Catherine Hurley , Andreas Buja
SIAM Journal on Scientific Computing 11 1193 -1211

1990
Correction to: Working with Misspecified Regression Models

Lawrence Brown , Linda Zhao , Richard Berk , Edward George
Journal of Quantitative Criminology 36 ( 2) 397 -397

2020
Tourr: An R package for exploring multivariate data with projections

Hadley Wickham , Dianne Cook , Heike Hofmann , Andreas Buja
Journal of Statistical Software 40 ( 1) 1 -18

53
2011
Will the Global Village Fracture Into Tribes? Recommender Systems and Their Effects on Consumer Fragmentation

Kartik Hosanagar , Daniel Fleder , Dokyun Lee , Andreas Buja
Management Science 60 ( 4) 805 -823

103
2014
Flexible Discriminant Analysis by Optimal Scoring

Trevor Hastie , Robert Tibshirani , Andreas Buja
Journal of the American Statistical Association 89 ( 428) 1255 -1270

528
1994
Graphical inference for infovis

Hadley Wickham , Dianne Cook , Heike Hofmann , Andreas Buja
IEEE Transactions on Visualization and Computer Graphics 16 ( 6) 973 -979

75
2010
Covariance adjustments for the analysis of randomized field experiments.

Richard Berk , Emil Pitkin , Lawrence Brown , Andreas Buja
Evaluation Review 37 170 -196

29
2013
Comment: Some Observations on ACE Methodology

Andreas Buja , Robert E. Kass
Journal of the American Statistical Association 80 ( 391) 602 -607

9
1985
Painting multiple views of complex objects

John Alan McDonald , Werner Stuetzle , Andreas Buja
european conference on object oriented programming 25 ( 10) 245 -257

46
1990
Penalized Discriminant Analysis

Trevor Hastie , Andreas Buja , Robert Tibshirani
Annals of Statistics 23 ( 1) 73 -102

738
1995
Inequalities and Positive-Definite Functions Arising from a Problem in Multidimensional Scaling

Andreas Buja , B. F. Logan , J. A. Reeds , L. A. Shepp
Annals of Statistics 22 ( 1) 406 -438

43
1994
Analysis of Additive Dependencies and Concurvities Using Smallest Additive Principal Components

Deborah J. Donnell , Andreas Buja , Werner Stuetzle
Annals of Statistics 22 ( 4) 1635 -1668

37
1994
Multiple channel complexity: Conceptualization and measurement

Nermin Eyuboglu , Sertan Kabadayi , Andreas Buja
Industrial Marketing Management 65 194 -205

5
2017
Statistical inference for exploratory data analysis and model diagnostics.

Andreas Buja , Dianne Cook , Heike Hofmann , Michael Lawrence
Philosophical Transactions of the Royal Society A 367 ( 1906) 4361 -4383

95
2009
Computational Methods for High-Dimensional Rotations in Data Visualization

Andreas Buja , Dianne Cook , Daniel Asimov , Catherine Hurley
Handbook of Statistics 24 391 -413

37
2005