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1
Confirmation of Binary Clustering in Gamma-Ray Bursts through an Integrated $p$-value from Multiple Nonparametric Tests of Hypotheses

von Modak, Soumita

Astronomy and Computing, Year 2025, Volume 51, Article id: 100931

Schlagworte: High Energy Astrophysical Phenomena; Applications; Machine Learning; 62H30, 62G10, 85A35
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2
Quality check of a sample partition using multinomial distribution

von Modak, Soumita

Schlagworte: Statistics - Applications; Statistics - Machine Learning; 62H30
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3
A new interpoint distance-based clustering algorithm using kernel density estimation

von Modak, Soumita

Communications in Statistics - Simulation and Computation (2023)

Schlagworte: Statistics - Methodology; Statistics - Applications; 62H30
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4
A new nonparametric interpoint distance-based measure for assessment of clustering

von Modak, Soumita

Journal of Statistical Computation and Simulation, Year: 2022, Vol. 92 , Pages 1062-1077

Schlagworte: Computer Science - Machine Learning; Statistics - Applications; Statistics - Machine Learning; 62H30; I.5.3
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5
Clustering of eclipsing binary light curves through functional principal component analysis

von Modak, Soumita ; Chattopadhyay, Tanuka ; Chattopadhyay, Asis Kumar

Astrophysics and Space Science (2022), Volume 367, Article id 19

Schlagworte: Statistics - Applications; 62H30; I.5.3
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6
A new measure for assessment of clustering based on kernel density estimation

von Modak, Soumita

Communications in Statistics - Theory and Methods (2022)

Schlagworte: Statistics - Methodology; Statistics - Applications; 62H30; G.3; I.5.3
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7
Distinction of groups of gamma-ray bursts in the BATSE catalog through fuzzy clustering

von Modak, Soumita

Astronomy and Computing, Year: 2021, Volume 34, Article id 100441, 7 pages

Schlagworte: Statistics - Applications; Astrophysics - High Energy Astrophysical Phenomena; 62H30; G.3
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8
A New Clustering Accuracy Measure Based on Relative Distances and its Cross-Validation Using Dirichlet Distribution

von Modak, Soumita

Journal of Statistical Theory and Practice. 18(3)
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9
Unsupervised classification of eclipsing binary light curves through k-medoids clustering

von Modak, Soumita ; Chattopadhyay, Tanuka ; Chattopadhyay, Asis Kumar

Journal of Applied Statistics, 2020, Vol 47, pages 376-392

Schlagworte: Astrophysics - Solar and Stellar Astrophysics; 85A15
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10
Bivariate density estimation using normal-gamma kernel with application to astronomy

von Bandyopadhyay, Uttam ; Modak, Soumita

Journal of Applied Probability and Statistics, 2018, 13, 23-39

Schlagworte: Statistics - Applications; Astrophysics - Instrumentation and Methods for Astrophysics; 62G07
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11
A new nonparametric test for two sample multivariate location problem with application to astronomy

von Modak, Soumita ; Bandyopadhyay, Uttam

Journal of Statistical Theory and Applications, 2019, 18, 136-146

Schlagworte: Statistics - Applications; 62G10
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12
Clustering of Gamma-Ray bursts through kernel principal component analysis

von Modak, Soumita ; Chattopadhyay, Asis Kumar ; Chattopadhyay, Tanuka

Communications in Statistics- Simulation and Computation, 2018, 47, 1088-1102

Schlagworte: Statistics - Applications; Astrophysics - High Energy Astrophysical Phenomena; Astrophysics - Instrumentation and Methods for Astrophysics; 62P35
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13
Two phase formation of massive elliptical galaxies : study through cross-correlation including spatial effect

von Modak, Soumita ; Chattopadhyay, Tanuka ; Chattopadhyay, Asis Kumar

Astrophysics and Space Science, 2017, Volume 362, Article id 206

Schlagworte: Astrophysics - Astrophysics of Galaxies
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14
Determination of the number of clusters through logistic regression analysis.

von Modak, Soumita

Journal of Applied Statistics. Sep2024, Vol. 51 Issue 12, p2344-2363. 20p.

Schlagworte: *CLUSTER analysis (Statistics); *REGRESSION analysis; *PARAMETRIC modeling; *PROBABILITY theory
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15
A New Approach to Astronomical Data Analysis Based on Multiple Variables

von Prasenjit Banerjee ; Asis Kumar Chattopadhyay ; Soumita Modak

Advances in Astronomy, Vol 2023 (2023)

Schlagworte: Astronomy; QB1-991
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16
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17
Validity Index for Clustered Data in Non-negative Space

von Modak, Soumita

Calcutta Statistical Association Bulletin ; volume 75, issue 1, page 60-71 ; ISSN 0008-0683 2456-6462
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18
Finding groups in data: an introduction to cluster analysis Finding groups in data: an introduction to cluster analysis , authored by Leonard Kaufman and Peter J. Rousseeuw, John Wiley and Sons, 2005, ISBN: 0-47-1-73578-7 ; authored by Leonard Kaufman and Peter J. Rousseeuw, John Wiley and Sons, 2005, ISBN: 0-47-1-73578-7

von Modak, Soumita

Journal of Applied Statistics ; volume 51, issue 8, page 1618-1620 ; ISSN 0266-4763 1360-0532
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19
Pointwise norm-based clustering of data in arbitrary dimensional space

von Modak, Soumita

Communications in Statistics: Case Studies, Data Analysis and Applications ; volume 9, issue 2, page 121-134 ; ISSN 2373-7484
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20
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21
Study on Temporal Effects of Urban Malaria Incidences

von S. Ganguly, Krishnendra ; Modak, Soumita ; S. Ganguly, Krishna ; et al.

International Journal of Statistics in Medical Research; Vol. 5 No. 2 (2016); 120-132; 1929-6029

Schlagworte: Malaria; Spatio-temporal variation; Time series model; Urban; info:eu-repo/semantics/article; info:eu-repo/semantics/publishedVersion
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