S. Chatla

Most-cited papers

1. The elephant in the room: Predictive performance of PLS models

   G. Shmueli, Soumya Ray, Juan Manuel Velasquez Estrada, S. Chatla

   20161,673 citations

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2. The Elephant in the Room: Evaluating the Predictive Performance of Partial Least Squares (PLS) Path Models

   G. Shmueli, Soumya Ray, Juan Manuel Velasquez Estrada, S. Chatla

   201537 citations

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3. An Extensive Examination of Regression Models with a Binary Outcome Variable

   S. Chatla, Galit Shmueli

   2017Journal of the AIS34 citations

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4. Efficient estimation of COM-Poisson regression and a generalized additive model

   S. Chatla, Galit Shmueli

   2016Computational Statistics & Data Analysis31 citations Open access

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5. Linear Probability Models (LPM) and Big Data: The Good, the Bad, and the Ugly

   S. Chatla, Galit Shmueli

   201629 citations Open access

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6. A nonlinear correlation measure with applications to gene expression data

   Y. Tripathi, S. Chatla, Y. Chang, Li-Shan Huang +1 more

   2022PLoS ONE13 citations Open access

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7. A Tree-Based Semi-Varying Coefficient Model for the COM-Poisson Distribution

   S. Chatla, G. Shmueli

   20209 citations Open access

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8. Complex networks and SOA: Mathematical modelling of granularity based web service compositions

   S. Chatla, S. Kadam, D. Kolluru, Sanjay Sinha +2 more

   20116 citations Open access

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9. Characterizing heterogeneity in Alzheimer’s disease progression: a semiparametric model

   Fatih Gelir, S. Chatla, M. Bhuiyan, Elizabeth A. Disbrow +5 more

   2025Scientific Reports5 citations Open access

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10. Robust variable selection in high-dimensional nonparametric additive model

    S. Chatla, Abhijit Mandal

    2025Annals of the Institute of Statistical Mathematics3 citations Open access

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11. Linear Probability Models in Information Systems Research

    Galit Shmueli, S. Chatla

    2014European Conference on Information Systems2 citations

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12. Inverse regression for spatially distributed functional data

    S. Chatla, Rui-Qi Liu

    2024Bernoulli1 citations Open access

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13. Selected topics in statistical computing

    S. Chatla, Chun-houh Chen, Galit Shmueli

    2017Encycl. Semantic Comput. Robotic Intell.1 citations

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14. An Efficient Estimation of Conway-Maxwell Poisson Regression and Additive Model with an Application to Bike Sharing

    S. Chatla, G. Shmueli

    20161 citations

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15. Estimation and inference of quantile treatment effects in high-dimensional single-index model

    S. Chatla, Indrabati Bhattacharya

    2025Econometrics and Statistics0 citations

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16. Nonparametric inference for additive models estimated via simplified smooth backfitting

    S. Chatla

    2022Annals of the Institute of Statistical Mathematics0 citations Open access

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17. Modeling Big Count Data: An IRLS Framework for CMP Regression and GAM

    S. Chatla, Galit Shmueli

    20160 citations

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18. Antecedents of Client Loyalty in B2B IT Services – Leading Through Strategic Competence or Service Delivery?

    Nithya Rajamani, S. Chatla, Debapriya Chakraborty

    20120 citations

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