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Author ID: shojaie.ali Recent zbMATH articles by "Shojaie, Ali"
Published as: Shojaie, Ali; Shojaie, A.

Publications by Year

Citations contained in zbMATH Open

23 Publications have been cited 220 times in 179 Documents Cited by Year
Penalized likelihood methods for estimation of sparse high-dimensional directed acyclic graphs. Zbl 1195.62090
Shojaie, Ali; Michailidis, George
46
2010
Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297
Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai
42
2016
Graph estimation with joint additive models. Zbl 1285.62061
Voorman, Arend; Shojaie, Ali; Witten, Daniela
26
2014
Selection and estimation for mixed graphical models. Zbl 1345.62081
Chen, Shizhe; Witten, Daniela M.; Shojaie, Ali
24
2015
Estimation of high-dimensional graphical models using regularized score matching. Zbl 1336.62130
Lin, Lina; Drton, Mathias; Shojaie, Ali
18
2016
Joint estimation of precision matrices in heterogeneous populations. Zbl 1341.62130
Saegusa, Takumi; Shojaie, Ali
15
2016
Network Granger causality with inherent grouping structure. Zbl 1360.62312
Basu, Sumanta; Shojaie, Ali; Michailidis, George
14
2015
Joint structural break detection and parameter estimation in high-dimensional nonstationary VAR models. Zbl 1506.62372
Safikhani, Abolfazl; Shojaie, Ali
10
2022
Generalized score matching for non-negative data. Zbl 1489.62082
Yu, Shiqing; Drton, Mathias; Shojaie, Ali
10
2019
The cluster graphical Lasso for improved estimation of Gaussian graphical models. Zbl 1507.62165
Tan, Kean Ming; Witten, Daniela; Shojaie, Ali
10
2015
A significance test for graph-constrained estimation. Zbl 1419.62493
Zhao, Sen; Shojaie, Ali
8
2016
In defense of the indefensible: a very naïve approach to high-dimensional inference. Zbl 07473936
Zhao, Sen; Witten, Daniela; Shojaie, Ali
8
2021
Kernel-penalized regression for analysis of microbiome data. Zbl 1393.62092
Randolph, Timothy W.; Zhao, Sen; Copeland, Wade; Hullar, Meredith; Shojaie, Ali
6
2018
Nearly assumptionless screening for the mutually-exciting multivariate Hawkes process. Zbl 1364.60061
Chen, Shizhe; Witten, Daniela; Shojaie, Ali
4
2017
The convex mixture distribution: Granger causality for categorical time series. Zbl 1468.62310
Tank, Alex; Li, Xiudi; Fox, Emily B.; Shojaie, Ali
4
2021
The reduced PC-algorithm: improved causal structure learning in large random networks. Zbl 1446.62256
Sondhi, Arjun; Shojaie, Ali
4
2019
Network enrichment analysis in complex experiments. Zbl 1304.92067
Shojaie, Ali; Michailidis, George
3
2010
Identifiability and estimation of structural vector autoregressive models for subsampled and mixed-frequency time series. Zbl 1442.62206
Tank, A.; Fox, E. B.; Shojaie, A.
3
2019
Bayesian hidden Markov models for dependent large-scale multiple testing. Zbl 1507.62180
Wang, Xia; Shojaie, Ali; Zou, Jian
2
2019
Comment on: “Models as (deliberate) approximations”. Zbl 1440.62031
Whitney, David; Shojaie, Ali; Carone, Marco
2
2019
Nonparametric regression with adaptive truncation via a convex hierarchical penalty. Zbl 1506.62281
Haris, Asad; Shojaie, Ali; Simon, Noah
1
2019
Convergence rates of nonparametric penalized regression under misspecified smoothness. Zbl 1475.62149
Simon, Noah; Shojaie, Ali
1
2021
Network differential connectivity analysis. Zbl 1498.62277
Zhao, Sen; Shojaie, Ali
1
2022
Joint structural break detection and parameter estimation in high-dimensional nonstationary VAR models. Zbl 1506.62372
Safikhani, Abolfazl; Shojaie, Ali
10
2022
Network differential connectivity analysis. Zbl 1498.62277
Zhao, Sen; Shojaie, Ali
1
2022
In defense of the indefensible: a very naïve approach to high-dimensional inference. Zbl 07473936
Zhao, Sen; Witten, Daniela; Shojaie, Ali
8
2021
The convex mixture distribution: Granger causality for categorical time series. Zbl 1468.62310
Tank, Alex; Li, Xiudi; Fox, Emily B.; Shojaie, Ali
4
2021
Convergence rates of nonparametric penalized regression under misspecified smoothness. Zbl 1475.62149
Simon, Noah; Shojaie, Ali
1
2021
Generalized score matching for non-negative data. Zbl 1489.62082
Yu, Shiqing; Drton, Mathias; Shojaie, Ali
10
2019
The reduced PC-algorithm: improved causal structure learning in large random networks. Zbl 1446.62256
Sondhi, Arjun; Shojaie, Ali
4
2019
Identifiability and estimation of structural vector autoregressive models for subsampled and mixed-frequency time series. Zbl 1442.62206
Tank, A.; Fox, E. B.; Shojaie, A.
3
2019
Bayesian hidden Markov models for dependent large-scale multiple testing. Zbl 1507.62180
Wang, Xia; Shojaie, Ali; Zou, Jian
2
2019
Comment on: “Models as (deliberate) approximations”. Zbl 1440.62031
Whitney, David; Shojaie, Ali; Carone, Marco
2
2019
Nonparametric regression with adaptive truncation via a convex hierarchical penalty. Zbl 1506.62281
Haris, Asad; Shojaie, Ali; Simon, Noah
1
2019
Kernel-penalized regression for analysis of microbiome data. Zbl 1393.62092
Randolph, Timothy W.; Zhao, Sen; Copeland, Wade; Hullar, Meredith; Shojaie, Ali
6
2018
Nearly assumptionless screening for the mutually-exciting multivariate Hawkes process. Zbl 1364.60061
Chen, Shizhe; Witten, Daniela; Shojaie, Ali
4
2017
Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297
Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai
42
2016
Estimation of high-dimensional graphical models using regularized score matching. Zbl 1336.62130
Lin, Lina; Drton, Mathias; Shojaie, Ali
18
2016
Joint estimation of precision matrices in heterogeneous populations. Zbl 1341.62130
Saegusa, Takumi; Shojaie, Ali
15
2016
A significance test for graph-constrained estimation. Zbl 1419.62493
Zhao, Sen; Shojaie, Ali
8
2016
Selection and estimation for mixed graphical models. Zbl 1345.62081
Chen, Shizhe; Witten, Daniela M.; Shojaie, Ali
24
2015
Network Granger causality with inherent grouping structure. Zbl 1360.62312
Basu, Sumanta; Shojaie, Ali; Michailidis, George
14
2015
The cluster graphical Lasso for improved estimation of Gaussian graphical models. Zbl 1507.62165
Tan, Kean Ming; Witten, Daniela; Shojaie, Ali
10
2015
Graph estimation with joint additive models. Zbl 1285.62061
Voorman, Arend; Shojaie, Ali; Witten, Daniela
26
2014
Penalized likelihood methods for estimation of sparse high-dimensional directed acyclic graphs. Zbl 1195.62090
Shojaie, Ali; Michailidis, George
46
2010
Network enrichment analysis in complex experiments. Zbl 1304.92067
Shojaie, Ali; Michailidis, George
3
2010
all top 5

Cited by 410 Authors

14 Shojaie, Ali
8 Michailidis, George C.
7 Khare, Kshitij
6 Cao, Xuan
5 Baladandayuthapani, Veerabhadran
5 Lee, Kyoungjae
4 Bühlmann, Peter
4 Drton, Mathias
4 Liu, Yufeng
4 Safikhani, Abolfazl
4 Stingo, Francesco Claudio
4 Zhao, Sen
3 Candès, Emmanuel J.
3 Fearnhead, Paul
3 Guo, Xiao
3 Liu, Han
3 Ni, Yang
3 Randolph, Timothy W.
3 Simon, Noah Robin
3 Solea, Eftychia
3 Zhang, Hai
2 Betsch, Steffen
2 Boyd, Stephen Poythress
2 Caffo, Brian S.
2 Chun, Hyonho
2 Ebner, Bruno
2 Eckley, Idris A.
2 Ernest, Jan
2 Foygel Barber, Rina
2 Fu, Fei
2 Ghosh, Malay
2 Han, SungWon
2 Heiner, Matthew
2 Ji, Yuan
2 Kottas, Athanasios
2 Lee, Jaeyong
2 Li, Bing
2 Lin, Lizhen
2 Liu, Jianyu
2 Ma, Shuangge
2 Matsuda, Takeru
2 Müller, Peter
2 Ning, Yang
2 Oh, Jihwan
2 Park, Gunwoong
2 Peters, Jonas
2 Price, Bradley S.
2 Raskutti, Garvesh
2 Sherwood, Ben
2 Sun, Wei
2 Tan, Kean Ming
2 Tuck, Jonathan E.
2 van Wieringen, Wessel N.
2 Vannucci, Marina
2 Witten, Daniela M.
2 Zhang, Qingzhao
2 Zhao, Yi
2 Zheng, Lili
2 Zhong, Hua
2 Zhou, Qing
1 Achab, Massil
1 Ağraz, Melih
1 Al Hajj, Rayan
1 Allen, Genevera I.
1 Altomare, Davide
1 Amin, Hesham M.
1 Andrade, Daniel
1 Arshad, Hasan
1 Asgharian, Masoud
1 Ayyıldız, Ezgi
1 Bacry, Emmanuel
1 Baek, Changryong
1 Bai, Peiliang
1 Bai, Yue
1 Baker, Yulia
1 Baptista, Ricardo
1 Barratt, Shane T.
1 Basor, Estelle L.
1 Basu, Sumanta
1 Berg, Emily J.
1 Bhadra, Anindya
1 Bhatnagar, Sahir R.
1 Bielza, Concha
1 Bien, Jacob
1 Bigoni, Daniele
1 Bosq, Denis
1 Bourgeat, Pierrick
1 Brincat, Scott L.
1 Briollais, Laurent
1 Brzyski, Damian
1 C. Cui, Tingting
1 Cai, Xue Hong
1 Cao, Jiguo
1 Cardoso, José Vinícius de M.
1 Carulla, Juan
1 Carvalho, Rodrigo R. S.
1 Cavicchioli, Maddalena
1 Champion, Magali
1 Charbonnier, Camille
1 Chatrath, Ajay
...and 310 more Authors
all top 5

Cited in 47 Serials

17 Journal of the American Statistical Association
17 Journal of Machine Learning Research (JMLR)
14 Electronic Journal of Statistics
13 Computational Statistics and Data Analysis
13 The Annals of Applied Statistics
12 Biometrics
11 Journal of Multivariate Analysis
10 The Annals of Statistics
6 Statistica Sinica
6 Statistics and Computing
5 Communications in Statistics. Theory and Methods
4 The Canadian Journal of Statistics
4 Journal of Computational and Graphical Statistics
3 Statistical Science
3 Journal of Statistical Computation and Simulation
2 Psychometrika
2 Journal of Econometrics
2 Journal of Statistical Planning and Inference
2 International Journal of Approximate Reasoning
2 Communications in Statistics. Simulation and Computation
2 Journal of Applied Statistics
2 Sankhyā. Series A
2 Bayesian Analysis
1 Mathematical Biosciences
1 Scandinavian Journal of Statistics
1 Annals of the Institute of Statistical Mathematics
1 Information Sciences
1 Statistics & Probability Letters
1 Statistics
1 Econometric Reviews
1 Journal of Integral Equations and Applications
1 Neural Networks
1 Machine Learning
1 Computational Statistics
1 Statistical Papers
1 Journal of Mathematical Sciences (New York)
1 Bernoulli
1 Chaos
1 International Journal of Theoretical and Applied Finance
1 Optimization and Engineering
1 Statistical Methods and Applications
1 Computational & Mathematical Methods in Medicine
1 Statistical Analysis and Data Mining
1 Statistics Surveys
1 Journal of Business and Economic Statistics
1 Statistical Theory and Related Fields
1 SIAM Journal on Mathematics of Data Science

Citations by Year