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References (71)
-
I. Abramson (1982)
Arbitrariness of the pilot estimator in adaptive kernel methodsJournal of Multivariate Analysis, 12
-
Jingliang Chen, Ken Goldberg, M. Overmars, D. Halperin, K. Böhringer, Yan Zhuang (1994)
to the author -
D. Scott, G. Terrell (1987)
Biased and Unbiased Cross-Validation in Density EstimationJournal of the American Statistical Association, 82
-
D. Scott (1979)
On optimal and data based histogramsBiometrika, 66
-
V. Epanechnikov (1969)
Non-Parametric Estimation of a Multivariate Probability DensityTheory of Probability and Its Applications, 14
-
M. Malik (2005)
Applied Linear RegressionTechnometrics, 47
-
W. Press, S. Teukolsky, W. Vetterling, B. Flannery (2002)
Numerical recipes in C -
I. Salgado-Ugarte, M. Shimizu, T. Taniuchi (1996)
Practical rules for bandwidth selection in univariate density estimationStata Technical Bulletin, 5
-
S. Sheather (1983)
A data-based algorithm for choosing the window width when estimating the density at a pointComputational Statistics & Data Analysis, 1
-
M. Jones (1990)
Variable kernel density estimates and variable kernel density estimatesAustralian & New Zealand Journal of Statistics, 32
-
A. Izenman, Charles Sommer (1988)
Philatelic Mixtures and Multimodal DensitiesJournal of the American Statistical Association, 83
-
A. Kogure (1987)
Asymptotically Optimal Cells for a HistorgramAnnals of Statistics, 15
-
E. Rodr (1992)
On a New Class of Density -
D. Scott (1992)
Multivariate Density Estimation: Theory, Practice, and Visualization -
(1994)
\A Study of the EEectiveness of Simple Density Estimation Methods -
L. Breiman, W. Meisel, Edward Purcell (1977)
Variable Kernel Estimates of Multivariate DensitiesTechnometrics, 19
-
A. Bowman, P. Foster (1993)
Adaptive Smoothing and Density-Based Tests of Multivariate NormalityJournal of the American Statistical Association, 88
-
(1991)
S-Plus Reference Manual -
Bernard Silverman (1981)
Using Kernel Density Estimates to Investigate MultimodalityJournal of the royal statistical society series b-methodological, 43
-
I. Mckay (1993)
A note on bias reduction in variable‐kernel density estimatesCanadian Journal of Statistics-revue Canadienne De Statistique, 21
-
C. Boor (1978)
A Practical Guide to Splines -
His research focuses on applied microeconometrics, with particular reference to income distribution issues -
(1983)
Add a New Dimension to Your Philately," The American Philatelist -
I. Salgado-Ugarte, M. Pérez‐Hernández (2003)
Exploring the Use of Variable Bandwidth Kernel Density EstimatorsThe Stata Journal, 3
-
B. Park, J. Marron (1988)
Comparison of data-driven bandwith selectors -
David Scott, A. Gotto, James Cole, G. Gorry (1978)
Plasma lipids as collateral risk factors in coronary artery disease--a study of 371 males with chest pain.Journal of chronic diseases, 31 5
-
(1991)
Scandinavian Journal of Statistics -
J. Marron, M. Wand (1992)
EXACT MEAN INTEGRATED SQUARED ERRORAnnals of Statistics, 20
-
T. Cacoullos (1966)
Estimation of a multivariate densityAnnals of the Institute of Statistical Mathematics, 18
-
D. Loftsgaarden, C. Quesenberry (1965)
A nonparametric estimate of a multivariate density functionAnnals of Mathematical Statistics, 36
-
B. Worton (1989)
Optimal smoothing parameters for multivariate fized and adaptive kernel methodsJournal of Statistical Computation and Simulation, 32
-
R. Rudzkis, Mindaugas Kavaliauskas (1998)
On Local Bandwidth Selection for Density EstimationInformatica, 9
-
W. Cleveland (1979)
Robust Locally Weighted Regression and Smoothing ScatterplotsJournal of the American Statistical Association, 74
-
J. Mielniczuk, P. Sarda, P. Vieu (1989)
Local data-driven bandwidth choice for density estimationJournal of Statistical Planning and Inference, 23
-
K. Pearson (1902)
BiometrikaThe American Naturalist, 36
-
A. Bowman (1984)
An alternative method of cross-validation for the smoothing of density estimatesBiometrika, 71
-
M. Rosenblatt (1956)
Remarks on Some Nonparametric Estimates of a Density FunctionAnnals of Mathematical Statistics, 27
-
M. Rosenblatt (1979)
Global measures of deviation for kernel and nearest neighbor density estimates -
A. Pagan, A. Ullah (1999)
Nonparametric Econometrics: Index -
P. Hall (1992)
On Global Properties of Variable Bandwidth Density EstimatorsAnnals of Statistics, 20
-
P. Hall, W. Schucany (1989)
A local cross-validation algorithmStatistics & Probability Letters, 8
-
(1951)
Nonparametric discrimination: Consistency Properties," Report 11, USAF School of Aviation Medicine, Randolph Field, Texas -
Bernard Silverman (1987)
Density Estimation for Statistics and Data Analysis -
M. Jones, I. Mckay, T. Hu (1994)
Variable location and scale kernel density estimationAnnals of the Institute of Statistical Mathematics, 46
-
G. Terrell, D. Scott (1980)
On Improving Convergence Rates for Nonnegative Kernel Density EstimatorsAnnals of Statistics, 8
-
Michael Minnotte (1993)
A test of mode existence with applications to multimodality -
M. Wand, J. Marron, D. Ruppert (1991)
Transformations in Density EstimationJournal of the American Statistical Association, 86
-
Bernard Silverman (1982)
Kernel Density Estimation Using the Fast Fourier TransformJournal of The Royal Statistical Society Series C-applied Statistics, 31
-
Adaptive kernel density -
Jeffrey Racine (2001)
Nonparametric EconometricsJournal of the American Statistical Association, 96
-
E. Parzen (1979)
Nonparametric Statistical Data ModelingJournal of the American Statistical Association, 74
-
(1974)
Nonparametric Probability Density Estimation and the Em- pirical Characteristic Function," unpublished Ph.D. thesis, State University of New York at Bu alo, Statistics Department -
FeaturesMichael Minnotte, D. Scott (1993)
The Mode Tree : A Tool forVisualization of Nonparametric Density -
P. Hall (1990)
On the bias of variable bandwidth curve estimatorsBiometrika, 77
-
P. Hall, T. Hu, J. Marron (1995)
Improved Variable Window Kernel Estimates of Probability DensitiesAnnals of Statistics, 23
-
Michael Minnotte, D. Scott (1993)
The Mode Tree: A Tool for Visualization of Nonparametric Density FeaturesJournal of Computational and Graphical Statistics, 2
-
(1993)
\A Simple and EEective Bias Reduction Method for Density and Regression Estimation -
M. Jones, R. Kappenman (1991)
On a class of kernel density estimate bandwidth selectorsScandinavian Journal of Statistics, 19
-
A. Bowman, A. Azzalini (1999)
Applied smoothing techniques for data analysis : the kernel approach with S-plus illustrationsJournal of the American Statistical Association, 94
-
R. Burkhauser, Amy Cutts, M. Daly, S. Jenkins (1999)
Testing the Significance of Income Distribution Changes over the 1980s Business Cycle: A Cross-National ComparisonJournal of Applied Econometrics, 14
-
Ian Abramson (1982)
On Bandwidth Variation in Kernel Estimates-A Square Root LawAnnals of Statistics, 10
-
P. Hall (1983)
On near neighbour estimates of a multivariate densityJournal of Multivariate Analysis, 13
-
D. Scott, S. Sheather (1985)
Kernel density estimation with binned dataCommunications in Statistics-theory and Methods, 14
-
(1976)
The Autoregressive Method", unpublished Ph.D. the- sis, State University of New York at Bu alo, Statistical Science Division -
E. Parzen (1962)
On Estimation of a Probability Density Function and ModeAnnals of Mathematical Statistics, 33
-
M. Rudemo (1982)
Empirical Choice of Histograms and Kernel Density Estimators -
S. Sain, K. Baggerly, D. Scott (1994)
Cross-Validation of Multivariate DensitiesJournal of the American Statistical Association, 89
-
D. Scott (1992)
Multivariate Density Estimation, Theory, Practice and VisualizationThe Statistician, 43
-
M. Hazelton (2003)
Variable kernel density estimationAustralian & New Zealand Journal of Statistics, 45
-
Y. Mack, M. Rosenblatt (1979)
Multivariate k-nearest neighbor density estimatesJournal of Multivariate Analysis, 9
-
I. Salgado-Ugarte, M. Shimizu, T. Taniuchi (1994)
Exploring the shape of univariate data using kernel density estimatorsStata Technical Bulletin, 3
- Publisher
- SAGE
- Copyright
- © 2003 StataCorp LLC
- ISSN
- 1536-867X
- eISSN
- 1536-8734
- DOI
- 10.1177/1536867X0300300204
- Publisher site
- See Article on Publisher Site
Abstract
This insert describes the module akdensity. akdensity extends the official kdensity that estimates density functions by the kernel method. The extensions are of two types: akdensity allows the use of an “adaptive kernel” approach with varying, rather than fixed, bandwidths; and akdensity estimates pointwise variability bands around the estimated density functions.
Journal
"Stata Journal, The" – SAGE
Published: Jun 1, 2003