Publications
1. Chatla, S.B., Shmueli, G. (2017), Efficient estimation of COM-Poisson regression and
generalized additive model. Computational Statistics and Data Analysis, 121, 71-88.
2. Chatla, S.B., Chen, C.H. and Shmueli, G. (2017), Selected topics in statistical computing.
Encyclopedia Semant. Comput. Robot. Int. 01, 1630013.
3. Chatla, S.B., Shmueli, G. (2017), An extensive examination of regression models
with a binary outcome variable. Journal of the Association for Information Systems,
18(4).
4. Shmueli, G., Ray, S., Estrada, J.M.V, Chatla, S.B. (2016), The elephant in the room:
Predictive performance of PLS models, Journal of Business Research, 69(10), 4552-4564.
5. Chatla, S.B., 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.
Manuscripts in Preparation
1. Chatla, S.B., Huang L.S., Additive modeling for longitudinal data via classical
backfitting. in preparation.
2. Chatla, S.B., Shmueli, G., Tree-based varying coefficient model for COM-Poisson
regression. in preparation.
1. Chatla, S.B., Shmueli, G. (2017), Efficient estimation of COM-Poisson regression and
generalized additive model. Computational Statistics and Data Analysis, 121, 71-88.
2. Chatla, S.B., Chen, C.H. and Shmueli, G. (2017), Selected topics in statistical computing.
Encyclopedia Semant. Comput. Robot. Int. 01, 1630013.
3. Chatla, S.B., Shmueli, G. (2017), An extensive examination of regression models
with a binary outcome variable. Journal of the Association for Information Systems,
18(4).
4. Shmueli, G., Ray, S., Estrada, J.M.V, Chatla, S.B. (2016), The elephant in the room:
Predictive performance of PLS models, Journal of Business Research, 69(10), 4552-4564.
5. Chatla, S.B., 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.
Manuscripts in Preparation
1. Chatla, S.B., Huang L.S., Additive modeling for longitudinal data via classical
backfitting. in preparation.
2. Chatla, S.B., Shmueli, G., Tree-based varying coefficient model for COM-Poisson
regression. in preparation.