Research and Publications

Publications

Chatla, S., Shmueli, G. An extensive examination of regression models with a binary outcome variable. Accepted, Journal of the Association for Information Systems. [SSRN]

Shmueli, G., Ray, S., Estrada, J.M.V, Chatla, S. (2016), The elephant in the room: Predictive performance of PLS models, Journal of Business Research, 69(10), 4552-4564. [SSRN]

Chatla, S., Kadam, S., Kolluru m D., Sinha, S., Viswanadhuni, A., Vaidya, A. (2011), Complex networks and SOA: Mathematical modelling of granularity based web service compositions. Sadhana, 36(4): 441–461, ISSN: 0256-2499. 


Working manuscripts 

Chatla, S., Shmueli, G. Dispersion tree for count data: A MOB framework for CMP regression.

Chatla, S., Shmueli, G. Selection bias with linear probability models.

Chatla, S., Shmueli, G. Modeling big count data: An IRLS framework for CMP regression and GAM. [arXiv]


Rajamani, N., Chatla, S., Chakraborty, D., Antecedents of Client Loyalty in B2B IT services-Leading through strategic competence or service delivery? [SSRN]


Book Chapters

Chatla, S., Chen, C. and Shmueli, G. Selected topics in Statistical computing. Under review.