Alexander Samarov

1.2k total citations
15 papers, 710 citations indexed

About

Alexander Samarov is a scholar working on Statistics and Probability, Analytical Chemistry and Control and Systems Engineering. According to data from OpenAlex, Alexander Samarov has authored 15 papers receiving a total of 710 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Statistics and Probability, 4 papers in Analytical Chemistry and 3 papers in Control and Systems Engineering. Recurrent topics in Alexander Samarov's work include Advanced Statistical Methods and Models (10 papers), Statistical Methods and Inference (9 papers) and Spectroscopy and Chemometric Analyses (4 papers). Alexander Samarov is often cited by papers focused on Advanced Statistical Methods and Models (10 papers), Statistical Methods and Inference (9 papers) and Spectroscopy and Chemometric Analyses (4 papers). Alexander Samarov collaborates with scholars based in United States, Germany and France. Alexander Samarov's co-authors include Kjell A. Doksum, Dimitris Bertsimas, Geoffrey Lauprete, Probal Chaudhuri, Liudas Giraitis, Murad S. Taqqu, Peter M. Robinson, Alexandre B. Tsybakov, Sam Efromovich and Céline Vial and has published in prestigious journals such as Journal of the American Statistical Association, The Annals of Statistics and Journal of Economic Dynamics and Control.

In The Last Decade

Alexander Samarov

15 papers receiving 641 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Alexander Samarov United States	11	337	264	210	168	97	15	710
Raoul LePage United States	11	332 1.0×	307 1.2×	134 0.6×	144 0.9×	132 1.4×	25	844
Piotr Jaworski Poland	16	290 0.9×	625 2.4×	309 1.5×	181 1.1×	127 1.3×	65	1.1k
Edward Carlstein United States	7	401 1.2×	223 0.8×	177 0.8×	329 2.0×	361 3.7×	13	1.0k
D. A. Hsu United States	12	228 0.7×	374 1.4×	325 1.5×	89 0.5×	71 0.7×	23	792
Mary Ellen Bock United States	18	673 2.0×	106 0.4×	125 0.6×	144 0.9×	170 1.8×	40	1.1k
Chunming Zhang United States	14	576 1.7×	219 0.8×	114 0.5×	64 0.4×	141 1.5×	62	947
Oscar H. Bustos Brazil	12	178 0.5×	133 0.5×	127 0.6×	226 1.3×	88 0.9×	31	686
Stanislav Volgushev Germany	14	377 1.1×	187 0.7×	119 0.6×	58 0.3×	140 1.4×	37	622
Siegfried Hörmann United States	18	405 1.2×	494 1.9×	388 1.8×	173 1.0×	98 1.0×	42	1.1k
Yu. A. Davydov France	8	256 0.8×	388 1.5×	147 0.7×	113 0.7×	93 1.0×	23	680

Countries citing papers authored by Alexander Samarov

Since Specialization

Citations

This map shows the geographic impact of Alexander Samarov's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Alexander Samarov with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alexander Samarov more than expected).

Fields of papers citing papers by Alexander Samarov

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Alexander Samarov. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Alexander Samarov. The network helps show where Alexander Samarov may publish in the future.

Co-authorship network of co-authors of Alexander Samarov

This figure shows the co-authorship network connecting the top 25 collaborators of Alexander Samarov. A scholar is included among the top collaborators of Alexander Samarov based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Alexander Samarov. Alexander Samarov is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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15 of 15 papers shown

Amato, Umberto, Anestis Antoniadis, Alexander Samarov, & Alexandre B. Tsybakov. (2010). Noisy independent factor analysis model for density estimation and classification. Electronic Journal of Statistics. 4(none). 2 indexed citations

Samarov, Alexander, Vladimir Spokoiny, & Céline Vial. (2005). Component Identification and Estimation in Nonlinear High-Dimensional Regression Models by Structural Adaptation. Journal of the American Statistical Association. 100(470). 429–445. 11 indexed citations

Samarov, Alexander & Alexandre B. Tsybakov. (2004). Nonparametric independent component analysis. Bernoulli. 10(4). 21 indexed citations

Bertsimas, Dimitris, Geoffrey Lauprete, & Alexander Samarov. (2003). Shortfall as a risk measure: properties, optimization and applications. Journal of Economic Dynamics and Control. 28(7). 1353–1381. 182 indexed citations

Giraitis, Liudas, Peter M. Robinson, & Alexander Samarov. (2000). Adaptive Semiparametric Estimation of the Memory Parameter. Journal of Multivariate Analysis. 72(2). 183–207. 26 indexed citations

Efromovich, Sam & Alexander Samarov. (2000). Adaptive Estimation of the Integral of Squared Regression Derivatives. Scandinavian Journal of Statistics. 27(2). 335–351. 10 indexed citations

Chaudhuri, Probal, Kjell A. Doksum, & Alexander Samarov. (1997). On average derivative quantile regression. The Annals of Statistics. 25(2). 170 indexed citations

Giraitis, Liudas, Peter M. Robinson, & Alexander Samarov. (1997). RATE OPTIMAL SEMIPARAMETRIC ESTIMATION OF THE MEMORY PARAMETER OF THE GAUSSIAN TIME SERIES WITH LONG‐RANGE DEPENDENCE. Journal of Time Series Analysis. 18(1). 49–60. 43 indexed citations

Doksum, Kjell A. & Alexander Samarov. (1995). Nonparametric Estimation of Global Functionals and a Measure of the Explanatory Power of Covariates in Regression. The Annals of Statistics. 23(5). 86 indexed citations

10.

Samarov, Alexander. (1993). Exploring Regression Structure Using Nonparametric Functional Estimation. Journal of the American Statistical Association. 88(423). 836–847. 75 indexed citations

11.

Samarov, Alexander. (1993). Exploring Regression Structure Using Nonparametric Functional Estimation. Journal of the American Statistical Association. 88(423). 836–836. 20 indexed citations

12.

Samarov, Alexander & Murad S. Taqqu. (1988). ON THE EFFICIENCY OF THE SAMPLE MEAN IN LONG‐MEMORY NOISE. Journal of Time Series Analysis. 9(2). 191–200. 46 indexed citations

13.

Samarov, Alexander. (1987). Robust Spectral Regression. The Annals of Statistics. 15(1). 8 indexed citations

14.

Samarov, Alexander. (1985). Bounded-Influence Regression via Local Minimax Mean Squared Error. Journal of the American Statistical Association. 80(392). 1032–1040. 8 indexed citations

15.

Samarov, Alexander. (1985). Bounded-Influence Regression via Local Minimax Mean Squared Error. Journal of the American Statistical Association. 80(392). 1032–1032. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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