A Paradox of Inconsistent Parametric and Consistent Nonparametric Regression
This paper explores a paradox discovered in recent work by Phillips and Su (2009). That paper gave an example in which nonparametric regression is consistent whereas parametric regression is inconsistent even when the true regression functional form is known and used in regression. This appears to b...
Saved in:
Main Authors: | PHILLIPS, Peter C. B., SU, Liangjun |
---|---|
Format: | text |
Language: | English |
Published: |
Institutional Knowledge at Singapore Management University
2009
|
Subjects: | |
Online Access: | https://ink.library.smu.edu.sg/soe_research/1169 https://ink.library.smu.edu.sg/context/soe_research/article/2168/viewcontent/Paradox_of_Inconsistent_Parametric_2009_wp.pdf |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Singapore Management University |
Language: | English |
Similar Items
-
Non-parametric Regression under Location Shifts
by: PHILLIPS, Peter C. B., et al.
Published: (2011) -
Nonparametric Structural Estimation via Continuous Location Shifts in an Endogenous Regressor
by: PHILLIPS, Peter C. B., et al.
Published: (2009) -
Robust Nonparametric Regression Using Kernel Smoothing
by: ZHANG XIAOE
Published: (2010) -
Nonparametric Predictive Regression
by: KASPARIS, Ioannis, et al.
Published: (2015) -
When bias contributes to variance: True limit theory in functional coefficient cointegrating regression
by: PHILLIPS, Peter C. B., et al.
Published: (2023)