Regularized GMM for time-varying models with applications to asset pricing

Cites Work

Unnamed Item
Large Sample Properties of Generalized Method of Moments Estimators
Consistent model specification tests
Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation
Bootstrapping GMM estimators for time series
Local GMM estimation of time series models with conditional moment restrictions
A maximal inequality and dependent strong laws
On a scalable nonparametric denoising of time series signals
Smoothing spline ANOVA for exponential families, with application to the Wisconsin epidemiological study of diabetic retinopathy. (The 1994 Neyman Memorial Lecture)
A local generalized method of moments estimator
Solving Euler equations via two-stage nonparametric penalized splines
Estimating latent asset-pricing factors
Asymptotic properties of bridge estimators in sparse high-dimensional regression models
High dimensional semiparametric moment restriction models
Estimation of Nonparametric Conditional Moment Models With Possibly Nonsmooth Generalized Residuals
Testing for Smooth Structural Changes in Time Series Models via Nonparametric Regression
Finite Element Approach to Clustering of Multidimensional Time Series
Towards a Computationally Tractable Maximum Entropy Principle for Nonstationary Financial Time Series
Tests for Parameter Instability and Structural Change With Unknown Change Point
Efficient Derivative Pricing by the Extended Method of Moments
On the asymptotics of penalized splines
A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix
Generalized Instrumental Variables Estimation of Nonlinear Rational Expectations Models
Uniform Convergence in Probability and Stochastic Equicontinuity
A Consistent Conditional Moment Test of Functional Form
Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
Consistent Moment Selection Procedures for Generalized Method of Moments Estimation
FORECASTING INFLATION USING DYNAMIC MODEL AVERAGING*
Sparsity and Smoothness Via the Fused Lasso
The Role of Conditioning Information in Deducing Testable Restrictions Implied by Dynamic Asset Pricing Models
Bootstrap Critical Values for Tests Based on Generalized-Method-of-Moments Estimators
Generalized Spectral Tests for Conditional Mean Models in Time Series with Conditional Heteroscedasticity of Unknown Form
Specification tests for time-varying coefficient models

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