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A multivariable scatterplot smoother

Author

Listed:
  • Patrick Royston

    (Cancer Division, MRC Clinical Trials Unit)

  • Nicholas J. Cox

    (University of Durham, UK)

Abstract

We present an extension of Sasieni, Royston, and Cox’s bivariate smoother running to the multivariable context. The software aims to provide a picture of the relation between a response variable and each of several continu- ous predictors simultaneously. This may be a valuable tool in exploratory data analysis, before constructing a more formal multiple regression model. Copyright 2005 by StataCorp LP.

Suggested Citation

  • Patrick Royston & Nicholas J. Cox, 2005. "A multivariable scatterplot smoother," Stata Journal, StataCorp LP, vol. 5(3), pages 405-412, September.
    • Handle: RePEc:tsj:stataj:v:5:y:2005:i:3:p:405-412
    as

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    References listed on IDEAS

    as
    1. Peter Sasieni, 1995. "Symmetric nearest neighbor linear smoothers," Stata Technical Bulletin, StataCorp LP, vol. 4(24).
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    Cited by:

    1. Ardizzi, Guerino, 2013. "Card versus cash: empirical evidence of the impact of payment card interchange fees on end users’ choice of payment methods," MPRA Paper 48088, University Library of Munich, Germany, revised 25 May 2013.
    2. Nicolas Sauter, 2012. "Talking trade: language barriers in intra-Canadian commerce," Empirical Economics, Springer, vol. 42(1), pages 301-323, February.
    3. shepherd, Ben, 2010. "Geographical Diversification of Developing Country Exports," World Development, Elsevier, vol. 38(9), pages 1217-1228, September.
    4. Rachel Cho & Rodolphe Desbordes & Markus Eberhardt, 2022. "The causal effects of the darker side of financial development," Discussion Papers 2022-04, University of Nottingham, GEP.
    5. H. Joseph Newton & Nicholas J. Cox, 2016. "The Stata Journal Editors' Prize 2016: Patrick Royston," Stata Journal, StataCorp LP, vol. 16(4), pages 815-825, December.
    6. Gregor Gonza & Anže Burger, 2017. "Subjective Well-Being During the 2008 Economic Crisis: Identification of Mediating and Moderating Factors," Journal of Happiness Studies, Springer, vol. 18(6), pages 1763-1797, December.
    7. Shepherd, Ben, 2015. "Product Standards and Export Diversification," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 30(2), pages 300-333.

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