Just as in the one-variable case, we see that tax-level effects are largest at the front end. Tell me more Learn about thenonparametric series regressioncommand. Learn more about Stata'snonparametric methodsfeatures. Read more about nonparametric kernel regression in theBase Reference Manual; see...
Nonparametric regression is similar to linear regression, Poisson regression, and logit or probit regression; it predicts a mean of an outcome for a set of covariates. If you work with the parametric models mentioned above or other models that predict means, you already understand nonparametric regr...
Introduction to nonparametric regression [R] kdensity — Univariate kernel density estimation [R] lpoly — Kernel-weighted local polynomial smoothing [R] makespline — Spline generation [U] 20 Estimation and postestimation commands Stata, Stata Press, and Mata are registered trademarks of StataCorp ...
AXD S. SprEGEUIAX (1990): "Testing the goodness of fit of a linear model via nonpara- metric regression techniques," Journal of the American Statatistical Association, 85, 387-392.Eubank, R.L.; Spiegelman, C.H. Testing the Goodness of fit of a Linear Model via Nonparametric Regression...
In a special case of practical interest, our procedure amounts to running a quadratic instead of a linear local regression. More generally, our results give a formal justification to simple inference procedures based on increasing the order of the local polynomial estimator employed. We find in a...
Publications of the American Statal AssociationHorowitz, J., and Lee, S. (2005), `Nonparametric Estimation of an Additive Quantile Regression Model', Journal of the American Statistical Association, 100, 1238-1249.Horowitz, J. L. and Lee, S. (2005). Nonparametric estimation of an additive ...
The geometric properties are then utilized to construct nonparametric F F mathContainer Loading Mathjax -tests for testing whether a regression relationship is a polynomial function. The proposed F F mathContainer Loading Mathjax -tests can be seen as a "calculus" extension of the classical F F ...
Microeconometrics Using Stata, Second Edition, Volumes I and II by A. Colin Cameron and Pravin K. Trivedi Nonparametric regression flyer See New in Stata 19 to learn about what was added in Stata 19. Products New in Stata 19 Why Stata All features Disciplines Stata/MP StataNow ...
Also see [R] rocreg — Receiver operating characteristic (ROC) regression [R] rocreg postestimation — Postestimation tools for rocreg [U] 20 Estimation and postestimation commands Stata, Stata Press, and Mata are registered trademarks of StataCorp LLC. Stata and Stata Press are registered ...
isotonic regressionlocal linear regressionnonparametric regressionorder-restricted inferenceFor the common binary response model, we propose a direct method for the nonparametric estimation of the effective dose level. The estimator is obtained by the composition of a nonparametric estimate of the quantile ...