Simultaneous inference of the partially linear model with a multivariate unknown function
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Publication:830711
DOI10.1016/j.jspi.2020.10.007zbMath1465.62063OpenAlexW3107261956MaRDI QIDQ830711
Shih-Kang Chao, Kun Ho Kim, Wolfgang Karl Härdle
Publication date: 7 May 2021
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
Full work available at URL: https://www.econstor.eu/bitstream/10419/230814/1/irtg1792dp2020-008.pdf
simultaneous inferenceregression calibrationmultivariate functionBerkson errorsimultaneous confidence region
Applications of statistics to economics (62P20) Nonparametric estimation (62G05) Characterization and structure theory for multivariate probability distributions; copulas (62H05) Nonparametric tolerance and confidence regions (62G15)
Cites Work
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- Bootstrap confidence bands and partial linear quantile regression
- Confidence bands in nonparametric time series regression
- Simultaneous nonparametric inference of time series
- Asymptotic maximal deviation of M-smoothers
- Probabilities of maximal deviations for nonparametric regression function estimates
- On the maximal deviation of k-dimensional density estimates
- Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation
- Comparing nonparametric versus parametric regression fits
- Simultaneous confidence bands for expectile functions
- Regression model checking with Berkson measurement errors
- Strong approximation of the empirical distribution function for absolutely regular sequences in \({\mathbb R}^d\)
- Simultaneous Confidence Bands and Hypothesis Testing in Varying-coefficient Models
- CONFIDENCE BANDS IN QUANTILE REGRESSION
- Root-N-Consistent Semiparametric Regression
- On the rate of convergence of normal extremes
- Simultaneous Inference of Linear Models with Time Varying Coefficients
- Measuring the price responsiveness of gasoline demand: Economic shape restrictions and nonparametric demand estimation
- Nonparametric Estimation of Exact Consumers Surplus and Deadweight Loss
- Inference of Trends in Time Series
- Are There Two Regressions?
- Inference of the Trend in a Partially Linear Model with Locally Stationary Regressors
