Tõnu Kollo

998 total citations
25 papers, 576 citations indexed

About

Tõnu Kollo is a scholar working on Statistics and Probability, Artificial Intelligence and Statistics, Probability and Uncertainty. According to data from OpenAlex, Tõnu Kollo has authored 25 papers receiving a total of 576 indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Statistics and Probability, 7 papers in Artificial Intelligence and 5 papers in Statistics, Probability and Uncertainty. Recurrent topics in Tõnu Kollo's work include Statistical Distribution Estimation and Applications (8 papers), Random Matrices and Applications (8 papers) and Bayesian Methods and Mixture Models (7 papers). Tõnu Kollo is often cited by papers focused on Statistical Distribution Estimation and Applications (8 papers), Random Matrices and Applications (8 papers) and Bayesian Methods and Mixture Models (7 papers). Tõnu Kollo collaborates with scholars based in Estonia, Sweden and Latvia. Tõnu Kollo's co-authors include Dietrich von Rosen, Heinz Neudecker, Muni S. Srivastava, Mani Srivastava, Kai‐Tai Fang, Götz Trenkler, Koit Mauring, Piia Post, Alan H. Tkaczyk and Oskar Maria Baksalary and has published in prestigious journals such as Measurement Science and Technology, Linear Algebra and its Applications and Journal of Multivariate Analysis.

In The Last Decade

Tõnu Kollo

25 papers receiving 550 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Tõnu Kollo Estonia	10	323	136	92	52	50	25	576
Wolfgang Polonik United States	15	359 1.1×	218 1.6×	71 0.8×	41 0.8×	65 1.3×	27	567
Jacques Dauxois France	8	273 0.8×	97 0.7×	53 0.6×	53 1.0×	25 0.5×	14	423
Yves Romain France	6	259 0.8×	97 0.7×	40 0.4×	45 0.9×	27 0.5×	16	393
Aldo Goia Italy	10	368 1.1×	176 1.3×	64 0.7×	28 0.5×	32 0.6×	22	619
Hung Chen Taiwan	10	508 1.6×	114 0.8×	60 0.7×	45 0.9×	60 1.2×	19	666
Benoı̂t Cadre France	13	238 0.7×	165 1.2×	29 0.3×	38 0.7×	33 0.7×	28	507
Peide Shi China	11	497 1.5×	145 1.1×	47 0.5×	32 0.6×	63 1.3×	25	690
J. H. Venter South Africa	12	262 0.8×	119 0.9×	174 1.9×	19 0.4×	76 1.5×	38	587
Abdelkader Mokkadem France	12	266 0.8×	203 1.5×	109 1.2×	16 0.3×	39 0.8×	37	554
Masashi Okamoto Japan	11	398 1.2×	207 1.5×	55 0.6×	30 0.6×	52 1.0×	38	710

Countries citing papers authored by Tõnu Kollo

Since Specialization

Citations

This map shows the geographic impact of Tõnu Kollo'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 Tõnu Kollo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Tõnu Kollo more than expected).

Fields of papers citing papers by Tõnu Kollo

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Tõnu Kollo. 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 Tõnu Kollo. The network helps show where Tõnu Kollo may publish in the future.

Co-authorship network of co-authors of Tõnu Kollo

This figure shows the co-authorship network connecting the top 25 collaborators of Tõnu Kollo. A scholar is included among the top collaborators of Tõnu Kollo 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 Tõnu Kollo. Tõnu Kollo is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Kollo, Tõnu, et al.. (2024). Covariance structure tests for multivariate t-distribution. Statistical Papers. 1 indexed citations

Liu, Shuangzhe, Götz Trenkler, Tõnu Kollo, Dietrich von Rosen, & Oskar Maria Baksalary. (2023). Professor Heinz Neudecker and matrix differential calculus. Statistical Papers. 65(4). 2605–2639. 2 indexed citations

Kollo, Tõnu, et al.. (2021). Multivariate Skew t-Distribution: Asymptotics for Parameter Estimators and Extension to Skew t-Copula. Symmetry. 13(6). 1059–1059. 4 indexed citations

Tkaczyk, Alan H., et al.. (2019). Performance evaluation of Monte Carlo simulation: case study of Monte Carlo approximation versus analytical solution for a chi-squared distribution. Measurement Science and Technology. 31(4). 45012–45012. 1 indexed citations

Kollo, Tõnu, et al.. (2017). Asymptotic normality of estimators for parameters of a multivariate skew-normal distribution. Communication in Statistics- Theory and Methods. 47(15). 3640–3655. 3 indexed citations

Kollo, Tõnu. (2013). Multivariate Statistics: Theory and Applications. WORLD SCIENTIFIC eBooks. 2 indexed citations

Kollo, Tõnu, et al.. (2011). Risk Modeling for Future Cash Flow Using Skew t-Copula. publication.editionName. 2919–2925. 2 indexed citations

Kollo, Tõnu, et al.. (2011). Risk Modeling for Future Cash Flow Using Skew t -Copula. Communication in Statistics- Theory and Methods. 40(16). 2919–2925. 5 indexed citations

Srivastava, Muni S., Tõnu Kollo, & Dietrich von Rosen. (2011). Some tests for the covariance matrix with fewer observations than the dimension under non-normality. Journal of Multivariate Analysis. 102(6). 1090–1103. 42 indexed citations

10.

Kollo, Tõnu. (2008). Multivariate skewness and kurtosis measures with an application in ICA. Journal of Multivariate Analysis. 99(10). 2328–2338. 66 indexed citations

11.

Kollo, Tõnu, et al.. (2007). Approximation of the Distribution of the Location Parameter in the Growth Curve Model. Scandinavian Journal of Statistics. 34(3). 499–510. 4 indexed citations

12.

Kollo, Tõnu & Dietrich von Rosen. (2005). Advanced Multivariate Statistics with Matrices. CERN Document Server (European Organization for Nuclear Research). 272 indexed citations

13.

Kollo, Tõnu & Muni S. Srivastava. (2004). Estimation and Testing of Parameters in Multivariate Laplace Distribution. Communication in Statistics- Theory and Methods. 33(10). 2363–2387. 26 indexed citations

14.

Kollo, Tõnu, et al.. (2003). Approximations to the distribution of the sample correlation matrix. Journal of Multivariate Analysis. 85(2). 318–334. 9 indexed citations

15.

Fang, Kai‐Tai, et al.. (2000). Approximation of the non-null distribution of generalized T2-statistics. Linear Algebra and its Applications. 321(1-3). 27–46. 3 indexed citations

16.

Kollo, Tõnu, et al.. (2000). Multivariate Statistics. 7 indexed citations

17.

Kollo, Tõnu & Heinz Neudecker. (1997). The derivative of an orthogonal matrix of eigenvectors of a symmetric matrix. Linear Algebra and its Applications. 264. 489–493. 9 indexed citations

18.

Kollo, Tõnu, et al.. (1995). Minimal Moments and Cumulants of Symmetric Matrices: An Application to the Wishart Distribution. Journal of Multivariate Analysis. 55(2). 149–164. 4 indexed citations

19.

Kollo, Tõnu, et al.. (1995). Multivariate Statistics and Matrices in Statistics. 20 indexed citations

20.

Kollo, Tõnu & Heinz Neudecker. (1993). Asymptotics of Eigenvalues and Unit-Length Eigenvectors of Sample Variance and Correlation Matrices. Journal of Multivariate Analysis. 47(2). 283–300. 48 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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