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Volumn , Issue , 2006, Pages 21-32

Bayesian state space modeling approach for measuring the effectiveness of marketing activities and baseline sales from POS data

Author keywords

[No Author keywords available]

Indexed keywords

BASELINE SALES; BAYESIAN STATE SPACE MODELING; MARKETING SCIENCE; POS DATA;

EID: 55549127963     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2006.25     Document Type: Conference Paper
Times cited : (7)

References (27)
  • 1
    • 0001598406 scopus 로고
    • A Theoretical and Empirical Evaluation of Price Deals in Consumer Non-Durables
    • R. C. Blattberg., G. Eppen. and J. Liebermann. A Theoretical and Empirical Evaluation of Price Deals in Consumer Non-Durables. Journal of Marketing, 45: 116-129, 1981.
    • (1981) Journal of Marketing , vol.45 , pp. 116-129
    • Blattberg, R.C.1    Eppen, G.2    Liebermann, J.3
  • 2
    • 0002642722 scopus 로고
    • Coupon Promotions and Acceleration of Product Purchase
    • S. Neslin., C. Henderson, and J. Quelch. Coupon Promotions and Acceleration of Product Purchase, Marketing Science, 4: 1985.
    • (1985) Marketing Science , vol.4
    • Neslin, S.1    Henderson, C.2    Quelch, J.3
  • 3
    • 0000912199 scopus 로고
    • Impact of Sales Promotions on When, What, and How Much to Buy
    • S. Gupta. Impact of Sales Promotions on When, What, and How Much to Buy. Journal of Marketing Research, 25: 1988.
    • (1988) Journal of Marketing Research , vol.25
    • Gupta, S.1
  • 4
    • 3843095101 scopus 로고    scopus 로고
    • Cambridge, MA: Marketing Science Institute
    • S. Neslin. Sales Promotion. Cambridge, MA: Marketing Science Institute, 2002.
    • (2002) Sales Promotion
    • Neslin, S.1
  • 5
    • 27744539605 scopus 로고    scopus 로고
    • Time Series Analysis of Daily Scanner Sales - Extraction of Trend, Day-of-Week Effect, and Price Promotion Effect -
    • F. N. Kondo. and G. Kitagawa. Time Series Analysis of Daily Scanner Sales - Extraction of Trend, Day-of-Week Effect, and Price Promotion Effect -. Marketing Intelligence & Planning, 18, 53-66, 2000.
    • (2000) Marketing Intelligence & Planning , vol.18 , pp. 53-66
    • Kondo, F.N.1    Kitagawa, G.2
  • 6
    • 0037467663 scopus 로고    scopus 로고
    • Smoothness Prior Approach to Explore Mean Structure in Large-scale Time Series
    • G. Kitagawa., T Higuchi. and F. N. Kondo. Smoothness Prior Approach to Explore Mean Structure in Large-scale Time Series. Theoretical Computer Science, 292: 431-446, 2003,
    • (2003) Theoretical Computer Science , vol.292 , pp. 431-446
    • Kitagawa, G.1    Higuchi, T.2    Kondo, F.N.3
  • 7
    • 0037298879 scopus 로고    scopus 로고
    • A Bayesian Model for Prelaunch Sales: Forecasting of Recorded Music
    • J. Lee., P. Boatwright. and W. A. Kamakura. A Bayesian Model for Prelaunch Sales: Forecasting of Recorded Music. Management Science, 49: 179-196, 2003.
    • (2003) Management Science , vol.49 , pp. 179-196
    • Lee, J.1    Boatwright, P.2    Kamakura, W.A.3
  • 8
    • 3843140464 scopus 로고    scopus 로고
    • T. Sato., T Higuchi. and G. Kitagawa. Statistical Inference using Stochastic Switching Models for the Discrimination of Unobserved Display Promotion from POS Data. Marketing Letters, 15: 37-60 ! $2004.
    • T. Sato., T Higuchi. and G. Kitagawa. Statistical Inference using Stochastic Switching Models for the Discrimination of Unobserved Display Promotion from POS Data. Marketing Letters, 15: 37-60 ! $2004.
  • 10
    • 21144480566 scopus 로고
    • An implemented system for improving promotion productivity using store scanner data
    • M. M. Abraham, and L. M. Lodish. An implemented system for improving promotion productivity using store scanner data. Marketing Science, 12: 248-269, 1993.
    • (1993) Marketing Science , vol.12 , pp. 248-269
    • Abraham, M.M.1    Lodish, L.M.2
  • 11
    • 84878078023 scopus 로고    scopus 로고
    • G. J. Tellis. and F.Z. Fred F. Zufryden. Tackling the retailer decision maze: which brands to discount, how much, when, and why? Marketing Science, 12: 271-299, 1995.
    • G. J. Tellis. and F.Z. Fred F. Zufryden. Tackling the retailer decision maze: which brands to discount, how much, when, and why? Marketing Science, 12: 271-299, 1995.
  • 12
    • 0033235419 scopus 로고    scopus 로고
    • The Dynamic Effect of Discounting on Sales: Empirical Analysis and Normative Pricing Implications
    • P. K. Kopalle., C. F. Mela, and L. Marsh. The Dynamic Effect of Discounting on Sales: Empirical Analysis and Normative Pricing Implications. Marketing Science, 18: 317-332, 1999.
    • (1999) Marketing Science , vol.18 , pp. 317-332
    • Kopalle, P.K.1    Mela, C.F.2    Marsh, L.3
  • 13
    • 84950459387 scopus 로고
    • Non-Gaussian State-Space Modeling of Non-stationary Time Series
    • G. Kitagawa. Non-Gaussian State-Space Modeling of Non-stationary Time Series. Journal of the American Statistical Association, 82: 1032-1063, 1987.
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 1032-1063
    • Kitagawa, G.1
  • 15
    • 34748884807 scopus 로고    scopus 로고
    • Bayesian predictive information criterion for the evaluation of hierarchical Bayesian and empirical Bayes models
    • to appear
    • T Ando. Bayesian predictive information criterion for the evaluation of hierarchical Bayesian and empirical Bayes models. Biometrika, 2006, to appear.
    • (2006) Biometrika
    • Ando, T.1
  • 17
    • 0003860037 scopus 로고    scopus 로고
    • W. R. Gilks, S. Richardson, and D. J. Spiegelhalter, eds, Chapman and Hall, New York
    • W. R. Gilks., S. Richardson, and D. J. Spiegelhalter, (eds). Markov Chain Monte Carlo in Practice. Chapman and Hall, New York, 1996.
    • (1996) Markov Chain Monte Carlo in Practice
  • 18
    • 0000576595 scopus 로고
    • Markov chains for exploring posterior distributions (with discussion)
    • L. Tierney. Markov chains for exploring posterior distributions (with discussion). Annals of Statistics, 22: 1701-62, 1994.
    • (1994) Annals of Statistics , vol.22 , pp. 1701-1762
    • Tierney, L.1
  • 19
    • 0034557223 scopus 로고    scopus 로고
    • Modeling covariance matrices in terms of standard deviations and correlations, with application to shrinkage
    • J. Barnard., R. McCulloch. and X. Meng. Modeling covariance matrices in terms of standard deviations and correlations, with application to shrinkage. Statistica Sinica, 10: 1281-1311, 2000.
    • (2000) Statistica Sinica , vol.10 , pp. 1281-1311
    • Barnard, J.1    McCulloch, R.2    Meng, X.3
  • 22
    • 34748885962 scopus 로고    scopus 로고
    • Bayesian inference for nonlinear and non-Gaussian stochastic volatility model with leverage effect
    • to appear
    • Ando, T Bayesian inference for nonlinear and non-Gaussian stochastic volatility model with leverage effect. Journal of the Japan Statistical Society, 2002, to appear.
    • (2002) Journal of the Japan Statistical Society
    • Ando, T.1
  • 23
    • 84878097619 scopus 로고    scopus 로고
    • Robert, C P. and Titterington, D. M. Discussion of a paper by D. J. Spiegelhalter, et al. Journal of Royal Statistical Society B 64: 621-622, 2002.
    • Robert, C P. and Titterington, D. M. Discussion of a paper by D. J. Spiegelhalter, et al. Journal of Royal Statistical Society B 64: 621-622, 2002.
  • 25
    • 84972506446 scopus 로고
    • Linear dependencies represented by chain graphs (with Discussion)
    • D. R. Cox. and N. Wermuth. Linear dependencies represented by chain graphs (with Discussion). Statistical Science, 8: 204-218, 247-283, 1993.
    • (1993) Statistical Science , vol.8
    • Cox, D.R.1    Wermuth, N.2
  • 27
    • 0001038826 scopus 로고
    • Covariance selection
    • A. P. Dempster. Covariance selection. Biometrics, 28: 157-175, 1972.
    • (1972) Biometrics , vol.28 , pp. 157-175
    • Dempster, A.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.