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Records Found: 45
For: First name=Siddhartha   Last name=Chib  

2005-08-016:  Working Paper: Models of Multi-Category Choice Behavior
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  Author(s): Ainslie, A. | Boatwright, Peter | Chan, Tat | Chib, Siddhartha | Gupta, Sachin | Mehta, Nitin | Rao, Vithala | Seetharaman, P.B. | Strijnev, A.
  Date: June 21, 2005
  Topic Area(s): Marketing
  Abstract: Given the advent of basket-level purchasing data of households, choice modelers .....-more-
 
2005-01-008:  Chapter: Panel Data Modeling and Inference: A Bayesian Primer
  Author(s): Chib, Siddhartha
  Date: In Press
  Topic Area(s): Econometrics , Statistics
  Publication: The Econometrics of Panel Data - A Handbook of the Theory and Applications
  Editor: Laszlo Matyas and Patrick Sevestre
  Publisher: Kluwer, Boston
  Edition: 3rd
 
2005-01-007:  Journal: Accept-Reject Metropolis-Hastings Sampling and Marginal Likelihood Estimation
  Author(s): Chib, Siddhartha | Jeliazkov, I.
  Date: In Press
  Topic Area(s): Econometrics , Statistics
  Publication: Statistica Neerlandica
 
2005-01-006:  Chapter: Modeling and Analysis for Categorical Data
  Author(s): Chib, Siddhartha
  Date: In Press
  Topic Area(s): Econometrics , Statistics
  Publication: Handbook of Statistics: Bayesian Statistics
  Editor: D. Dey and C.R. Rao
  Publisher: Elsevier Science, Oxford
 
2005-01-005:  Journal: Analysis of High Dimensional Multivariate Stochastic Volatility Models
  Author(s): Chib, Siddhartha | Nardari, Federico | Shephard, Neil
  Date: In Press
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2005-01-010:  Journal: Model of Brand Choice with a No-Purchase Option Calibrated to Scanner Panel Data
  Author(s): Chib, Siddhartha
  Date: 2004
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Marketing Research
 
2005-01-009:  Chapter: MCMC Technology
  Author(s): Chib, Siddhartha
  Date: 2004
  Topic Area(s): Econometrics , Statistics
  Publication: Handbook of Computational Statistics
  Editor: J. Gentle, W. Hardle and Y. Mori
  Publisher: Springer-Verlag, Heidelberg
 
2004-02-056:  Journal: Marginal Likelihood and Bayes Factors for Dirichlet Process Mixture Models
  Author(s): Basu, S. | Chib, Siddhartha
  Date: 2003
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of the American Statistical Association
 
2005-01-011:  Chapter: On Inferring Effects of Binary Treatents with Unobserved Confounders (with discussion)
  Author(s): Chib, Siddhartha
  Date: 2003
  Topic Area(s): Econometrics , Statistics
  Publication: Bayesian Statistics 7
  Editor: J.M. Bernardo, M.J. Bayarri, J.. Berger, A.P. Dawid, D. Heckerman, A.F.M. Smith and M. West
  Publisher: Oxford University Press
 
2005-01-013:  Journal: Markov Chain Monte Carlo Methods for Stochastic Volatility Models
  Author(s): Chib, Siddhartha | Nardari, Federico | Shephard, Neil
  Date: 2002
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2005-01-012:  Journal: Semiparametric Bayes Analysis of Longitudinal Data Treatment Models
  Author(s): Chib, Siddhartha
  Date: 2002
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2005-01-015:  Chapter: Markov Chain Monte Carlo Methods: Computation and Inference
  Author(s): Chib, Siddhartha
  Date: 2001
  Topic Area(s): Econometrics , Statistics
  Publication: Handbook of Econometrics: Volume 5
  Editor: J.J. Heckman and E. Leamer
  Publisher: North Holland, Amsterdam
 
2005-01-014:  Chapter: Monte Carlo Methods and Bayesian Computation: Overview
  Author(s): Chib, Siddhartha
  Date: 2001
  Topic Area(s): Econometrics , Statistics
  Publication: International Encyclopedia of the Social and Behavioral Sciences: Statistics
  Editor: Neil J. Smelser and Paul B. Baltes
  Publisher: Elsevier Science Ltd., Oxford
 
2004-02-058:  Journal: Marginal Likelihood from the Metropolis-Hastings Output
  Author(s): Chib, Siddhartha | Jeliazkov, I.
  Date: 2001
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of the American Statistical Association
 
2004-02-057:  Journal: Likelihood Inference for Discretely Observed Nonlinear Diffusions
  Author(s): Chib, Siddhartha | Elerian, O. | Shephard, N.
  Date: 2001
  Topic Area(s): Econometrics , Statistics
  Publication: Econometrica
 
2004-08-009:  Journal: Markov Chain Monte Carlo Analysis of Correlated Count Data
  Author(s): Chib, Siddhartha | Winkelmann, R.
  Date: 2001
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Business and Economic Statistics
 
2004-08-008:  Journal: Sequential Ordinal Modeling with Applications to Survival Data
  Author(s): Albert, J. | Chib, Siddhartha
  Date: 2001
  Topic Area(s): Econometrics , Statistics
  Publication: Biometrics
 
2005-01-017:  Journal: Bayesian Analysis of Cross Section and Clustered Data Treatment Models
  Author(s): Chib, Siddhartha
  Date: 2000
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2005-01-016:  Chapter: Bayesian Methods for Correlated Binary Data
  Author(s): Chib, Siddhartha
  Date: 2000
  Topic Area(s): Econometrics , Statistics
  Publication: Generalized Linear Models: A Bayesian Perspective
  Editor: D. Dey, S. Ghosh and B. Mallick
  Publisher: Marcel-Dekker, New York
 
2004-03-086:  Journal: Markov Chain Monte Carlo and Models of Consideration Set and Parameter Heterogeneity
  Author(s): Chiang, J. | Chib, Siddhartha | Narasimhan, Chakravarthi
  Date: 1999
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2004-02-059:  Journal: On MCMC Sampling in Hierarchical Longitudinal Models
  Author(s): Carlin, B. | Chib, Siddhartha
  Date: 1999
  Topic Area(s): Econometrics , Statistics
  Publication: Statistics and Computing
 
2004-02-063:  Journal: Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models
  Author(s): Chib, Siddhartha | Kim, S. | Shephard, N.
  Date: 1998
  Topic Area(s): Econometrics , Statistics
  Publication: Review of Economic Studies
 
2004-02-062:  Journal: Posterior Simulation and Bayes Factors in Panel Count Data Models
  Author(s): Chib, Siddhartha | Winkelmann, R.
  Date: 1998
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2004-02-061:  Journal: Estimation and Comparison of Multiple Change Point Models
  Author(s): Chib, Siddhartha
  Date: 1998
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2004-02-060:  Journal: Analysis of Multivariate Probit Models
  Author(s): Chib, Siddhartha | Greenberg, E.
  Date: 1998
  Topic Area(s): Econometrics , Statistics
  Publication: Biometrika
 
2004-02-064:  Journal: Bayesian Tests and Model Diagnostics in Conditionally Independent Hierarchical Models
  Author(s): Albert, J. | Chib, Siddhartha
  Date: 1997
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of the American Statistical Association
 
2005-01-019:  Chapter: Computation in Bayesian Econometrics: An Introduction to Markov Chain Monte Carlo
  Author(s): Albert, J. | Chib, Siddhartha
  Date: 1996
  Topic Area(s): Econometrics , Statistics
  Publication: Advances in Econometrics, Volume 11A
  Editor: T. Fomby and R.C. Hill
  Publisher: Jai Press
 
2005-01-018:  Chapter: Bayesian Modeling of Repeated Measures Data with Application to a Cross-Over Trial
  Author(s): Albert, J. | Chib, Siddhartha
  Date: 1996
  Topic Area(s): Econometrics , Statistics
  Publication: Bayesian Biostatistics
  Editor: D. Berry and D. Stangl
  Publisher: Marcel Dekker
 
2004-02-066:  Journal: Markov Chain Monte Carlo Simulation Methods in Econometrics
  Author(s): Chib, Siddhartha | Greenberg, E.
  Date: 1996
  Topic Area(s): Econometrics , Statistics
  Publication: Econometric Theory
 
2004-02-065:  Journal: Calculating Posterior Distributions and Modal Estimates in Markov Mixture Models
  Author(s): Chib, Siddhartha
  Date: 1996
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2004-02-071:  Journal: Understanding the Metropolis-Hastings Algorithm
  Author(s): Chib, Siddhartha | Greenberg, E.
  Date: 1995
  Topic Area(s): Econometrics , Statistics
  Publication: American Statistician
 
2004-02-069:  Journal: Hierarchical Analysis of SUR Models with Extensions to Correlated Serial Errors and Time Varying Parameter Models
  Author(s): Chib, Siddhartha | Greenberg, E.
  Date: 1995
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2004-02-070:  Journal: Marginal Likelihood From the Gibbs Output
  Author(s): Chib, Siddhartha
  Date: 1995
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of the American Statistical Association
 
2004-02-068:  Journal: Bayesian Residual Analysis for Binary Response Regression Models
  Author(s): Albert, J. | Chib, Siddhartha
  Date: 1995
  Topic Area(s): Econometrics , Statistics
  Publication: Biometrika
 
2004-02-067:  Journal: Bayesian Model Choice via Markov Chain Monte Carlo
  Author(s): Carlin, B. | Chib, Siddhartha
  Date: 1995
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of the Royal Statistical Society
 
2004-02-072:  Journal: Bayes Inference in Regression Models with ARMA (p,q) Errors
  Author(s): Chib, Siddhartha | Greenberg, E.
  Date: 1994
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2004-02-075:  Journal: Bayesian Analysis via Gibbs Sampling of Autoregressive Time Series Subject to Markov Mean and Variance Shifts
  Author(s): Chib, Siddhartha
  Date: 1993
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Business and Economics Statistics
 
2004-02-074:  Journal: Bayes Estimation of Regressions with Autoregressive Errors: A Gibbs Sampling Approach
  Author(s): Chib, Siddhartha
  Date: 1993
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2004-02-073:  Journal: Bayesian Analysis of Binary and Polychotomous Response Data
  Author(s): Albert, J. | Chib, Siddhartha
  Date: 1993
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of the American Statistical Association
 
2004-02-076:  Journal: Bayes Inference in the Tobit Censored Regression Model
  Author(s): Chib, Siddhartha
  Date: 1992
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2005-01-020:  Journal: Robust Inference in Normal Linear Regression With An Improper Mixture Prior
  Author(s): Chib, Siddhartha | Tiwari, Ram
  Date: 1991
  Topic Area(s): Econometrics , Statistics
  Publication: Communications in Statistics, Theory and Methods
 
2005-01-021:  Journal: Bayes Estimation of the Multiple Correlation Coeficient
  Author(s): Chib, Siddhartha | Jammalamadaka, S.R. | Tiwari, Ram
  Date: 1989
  Topic Area(s): Econometrics , Statistics
  Publication: Communications in Statistics, Theory and Methods
 
2005-01-023:  Journal: Bayes Prediction in Regressions with Elliptical Errors
  Author(s): Chib, Siddhartha | Jammalamadaka, S.R. | Tiwari, Ram
  Date: 1988
  Topic Area(s): Econometrics , Statistics
  Publication: Journal of Econometrics
 
2005-01-022:  Journal: Bayes Prediction Density and Regression Estimation: A Semi Parametric Approach
  Author(s): Chib, Siddhartha | Jammalamadaka, S.R. | Tiwari, Ram
  Date: 1988
  Topic Area(s): Econometrics , Statistics
  Publication: Empirical Economics
 
2005-01-024:  Journal: Another Look at Some Results on the Recursive Estimation in the General Linear Model
  Author(s): Chib, Siddhartha | Jammalamadaka, S.R. | Tiwari, Ram
  Date: 1987
  Topic Area(s): Econometrics , Statistics
  Publication: American Statistician
 



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