Improving model performance with the integrated wavelet denoising method
DOI10.1515/snde-2014-0057zbMath1506.91186OpenAlexW2096393799MaRDI QIDQ2687882
Yi-Ting Chen, Min-Teh Yu, Edward W. Sun
Publication date: 7 March 2023
Published in: Studies in Nonlinear Dynamics and Econometrics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1515/snde-2014-0057
wavelethigh-frequency datadiscrete wavelet transform (DWT)data denoisingmaximal overlap discrete wavelet transform (MODWT)smoothness-oriented wavelet denoising algorithm (SOWDA)
Applications of statistics to actuarial sciences and financial mathematics (62P05) Nontrigonometric harmonic analysis involving wavelets and other special systems (42C40) Financial applications of other theories (91G80)
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Cites Work
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- The yield curve and the macro-economy across time and frequencies
- A new wavelet-based denoising algorithm for high-frequency financial data mining
- Computing continuous-time growth models with boundary conditions via wavelets
- Minimum contrast estimators on sieves: Exponential bounds and rates of convergence
- Asymptotic minimax risk for sup-norm loss: Solution via optimal recovery
- Minimax estimation via wavelet shrinkage
- De-noising option prices with the wavelet method
- An alternative maximum likelihood estimator of long-memory processes using compactly supported wavelets
- High frequency trading, liquidity, and execution cost
- Functional data analysis for cash flow and transactions intensity continuous-time prediction using Hilbert-valued autoregressive processes
- A wavelet-based spectral procedure for steady-state simulation analysis
- Adapting to Unknown Smoothness via Wavelet Shrinkage
- Conditional Value-at-Risk and Average Value-at-Risk: Estimation and Asymptotics
- The Decomposition of Economic Relationships by Time Scale Using Wavelets: Expenditure and Income
- Wavelets in Economics and Finance: Past and Future
- Private Information and High-Frequency Stochastic Volatility
- Wavelet Transforms and Commodity Prices
- A theory for multiresolution signal decomposition: the wavelet representation
- Multivariate Skewed Student's t Copula in the Analysis of Nonlinear and Asymmetric Dependence in the German Equity Market
- Multi-Scale Jump and Volatility Analysis for High-Frequency Financial Data
- Singularity detection and processing with wavelets
- Ten Lectures on Wavelets
- Ideal spatial adaptation by wavelet shrinkage
- Systematic risk and timescales
- UNIT ROOT TESTS WITH WAVELETS
- Jump detection with wavelets for high-frequency financial time series
- Errors-in-variables estimation with wavelets
- Wavelet-Based Testing for Serial Correlation of Unknown Form in Panel Models
- A Nonlinear Filtering Algorithm based on Wavelet Transforms for High-Frequency Financial Data Analysis
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