DOI: 10.1080/01621459.1988.10478639. Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting

Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting

10.1080/01621459.1988.10478639

Crossref journal-article

Informa UK Limited

Journal of the American Statistical Association (301)

Bibliography

Cleveland, W. S., & Devlin, S. J. (1988). Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting. Journal of the American Statistical Association, 83(403), 596â610.

Authors 2

William S. Cleveland (first)
Susan J. Devlin (additional)

References 46 Referenced 3,645

10.1002/0471725153 / Regression Diagnostics by Belsley D. A. (1980)
10.1111/j.2517-6161.1977.tb01622.x / Journal of the Royal Statistical Society by Benedetti J. K. (1977)
{'key': 'CIT0003', 'volume-title': 'Fourier Analysis of Time Series: An Introduction', 'author': 'Bloomfield P.', 'year': '1976'} / Fourier Analysis of Time Series: An Introduction by Bloomfield P. (1976)
10.1080/01621459.1985.10478157 / Journal of the American Statistical Association by Breiman L. (1985)
{'issue': '810345', 'key': 'CIT0005', 'first-page': '1410', 'volume': '90', 'author': 'Brinkman N. D.', 'year': '1981', 'journal-title': 'SAE Transactions'} / SAE Transactions by Brinkman N. D. (1981)
Bruntz, S. Ml, Cleveland, W. S., Kleiner, B. and Warner, J. L. “The Dependence of Ambient Ozone on Solar Radiation, Wind, Temperature, and Mixing Height,”. Symposium on Atmospheric Diffusion and Air Pollution. pp.125–128. Boston: American Meteorological Society.
10.1086/191190 / The Astrophysical Journal Supplement Series by Buta R. (1987)
{'key': 'CIT0008', 'volume-title': 'Graphical Methods for Data Analysis', 'author': 'Chambers J. M.', 'year': '1983'} / Graphical Methods for Data Analysis by Chambers J. M. (1983)
10.2307/2981989 / Journal of the Royal Statistical Society by Clark R. M. (1980)
10.1080/01621459.1979.10481038 / Journal of the American Statistical Association by Cleveland W. S. (1979)
10.1016/0304-4076(88)90077-2 / Journal of Econometrics by Cleveland W. S. (1988)
10.2307/1403039 / International Statistical Review by Collomb G. (1981)
{'key': 'CIT0013', 'volume-title': 'Influence and Residuals in Regression', 'author': 'Cook R. D.', 'year': '1982'} / Influence and Residuals in Regression by Cook R. D. (1982)
10.1007/BF01404567 / Numerische Mathematik by Craven P. (1979)
{'key': 'CIT0015', 'volume-title': 'Fitting Equations to Data', 'author': 'Daniel C.', 'year': '1971'} / Fitting Equations to Data by Daniel C. (1971)
{'key': 'CIT0016', 'volume-title': 'Statistical Methods in Research and Production,', 'author': 'Davies O. L.', 'year': '1957', 'edition': '3'} / Statistical Methods in Research and Production, by Davies O. L. (1957)
{'key': 'CIT0017', 'volume-title': '“Locally-Weighted Multiple Regression: Statistical Properties and Its Use to Test for Linearity,”', 'author': 'Devlin S. J.', 'year': '1986'} / “Locally-Weighted Multiple Regression: Statistical Properties and Its Use to Test for Linearity,” by Devlin S. J. (1986)
Fowlkes, E. B. “Some Diagnostics for Binary Logistic Regression Via Smoothing”. Proceedings of the Statistical Computing Section. pp.54–64. American Statistical Association. (with discussion)
10.1080/01621459.1981.10477729 / Journal of the American Statistical Association by Friedman J. H. (1981)
10.1111/j.2517-6161.1984.tb01274.x / Journal of the Royal Statistical Society by Härdle W. (1984)
10.1214/ss/1177013604 / Statistical Science by Hastie T. J. (1986)
{'key': 'CIT0022', 'first-page': '29', 'volume': '25', 'author': 'Henderson R.', 'year': '1924', 'journal-title': 'Transactions of the Actuarial Society of America'} / Transactions of the Actuarial Society of America by Henderson R. (1924)
10.1214/aos/1176349519 / The Annals of Statistics by Huber P. (1985)
{'key': 'CIT0024', 'volume-title': 'The Advanced Theory of Statistics,', 'volume': '1', 'author': 'Kendall M.', 'year': '1977', 'edition': '4'} / The Advanced Theory of Statistics, by Kendall M. (1977)
{'key': 'CIT0025', 'volume-title': '“Using Partial Residual Plots to Detect Non-linearity,”', 'author': 'Landwehr J. M.', 'year': '1983'} / “Using Partial Residual Plots to Detect Non-linearity,” by Landwehr J. M. (1983)
10.1080/00401706.1972.10488966 / Technometrics by Larsen W. A. (1972)
{'key': 'CIT0027', 'volume-title': 'The Smoothing of Time Series', 'author': 'Macaulay F. R.', 'year': '1981'} / The Smoothing of Time Series by Macaulay F. R. (1981)
Mallows, C. L. “Choosing a Subset Regression,”. Paper presented at the annual meeting of the American Statistical Association. Los Angeles. unpublished
{'key': 'CIT0029', 'first-page': '661', 'volume': '15', 'author': 'Mallows C. L.', 'year': '1973', 'journal-title': 'Technometrics'} / Technometrics by Mallows C. L. (1973)
10.1111/j.2517-6161.1972.tb00916.x / Journal of the Royal Statistical Society by Priestley M. B. (1972)
10.1007/BF02162161 / Numerische Mathematik by Reinsch C. (1967)
Rodriguez, R. N. “A Comparison of the ACE and MORALS Algorithms in an Application to Engine Exhaust Emissions Modeling,”. Computer Science and Statistics: Proceedings of the Sixteenth Symposium on the Interface. Edited by: Billard, L. pp.159–167. New York: North-Holland.
10.1214/aos/1176346710 / The Annals of Statistics by Silverman B. W. (1984)
10.1111/j.2517-6161.1985.tb01327.x / Journal of the Royal Statistical Society by Silverman B. W. (1985)
10.1214/aos/1176343886 / The Annals of Statistics by Stone C. J. (1977)
10.1214/aos/1176345969 / The Annals of Statistics by Stone C. J. (1982)
10.1111/j.2517-6161.1974.tb00994.x / Journal of the Royal Statistical Society by Stone M. (1974)
10.2307/1402932 / International Statistical Review by Titterington D. M. (1985)
10.1111/j.2517-6161.1978.tb01050.x / Journal of the Royal Statistical Society by Wahba G. (1978)
10.1007/BFb0098499 / Smoothing Techniques for Curve Estimation by Wahba G. (1979)
{'key': 'CIT0041', 'first-page': '205', 'volume-title': 'Statistics: An Appraisal', 'author': 'Wahba G.', 'year': '1984'} / Statistics: An Appraisal by Wahba G. (1984)
{'key': 'CIT0042', 'first-page': '359', 'volume': '26', 'author': 'Watson G. S.', 'year': '1964', 'journal-title': 'Sankhya'} / Sankhya by Watson G. S. (1964)
{'key': 'CIT0043', 'volume-title': '“Smoothing Locally Smooth Processes by Bayesian Nonparametric Methods,”', 'author': 'Weerahandi S.', 'year': '1985'} / “Smoothing Locally Smooth Processes by Bayesian Nonparametric Methods,” by Weerahandi S. (1985)
10.2307/2288640 / Journal of the American Statistical Association by Wegman E. J. (1983)
Whittaker, E. T. “On a New Method of Graduation,”. Proceedings of the Edinburgh Mathematical Society. Vol. 41, pp.63–75. (10.1017/S0013091500077853)
10.1007/BF02296972 / Psychometrika by Young F. W. (1976)

Dates

Type	When
Created	13 years, 4 months ago (April 24, 2012, 12:46 p.m.)
Deposited	1 year, 4 months ago (April 23, 2024, 5:16 p.m.)
Indexed	12 hours, 7 minutes ago (Aug. 30, 2025, 12:59 p.m.)
Issued	36 years, 11 months ago (Sept. 1, 1988)
Published	36 years, 11 months ago (Sept. 1, 1988)
Published Print	36 years, 11 months ago (Sept. 1, 1988)

Funders 0

None

BibTeX

@article{Cleveland_1988, title={Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting}, volume={83}, ISSN={1537-274X}, url={http://dx.doi.org/10.1080/01621459.1988.10478639}, DOI={10.1080/01621459.1988.10478639}, number={403}, journal={Journal of the American Statistical Association}, publisher={Informa UK Limited}, author={Cleveland, William S. and Devlin, Susan J.}, year={1988}, month=sep, pages={596–610} }

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