A new outlier detection method based on convex optimization: application to diagnosis of Parkinson’s disease
From MaRDI portal
Publication:5861184
DOI10.1080/02664763.2020.1864815OpenAlexW3117665012MaRDI QIDQ5861184
Pakize Taylan, Burcu Bilgiç Uçak, Fatma Yerlikaya Özkurt, Gerhard-Wilhelm Weber
Publication date: 4 March 2022
Published in: Journal of Applied Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/02664763.2020.1864815
Related Items
Human resources optimization with Mars and ANN: innovation geolocation model for generation Z, Simultaneous feature selection and outlier detection with optimality guarantees, Editorial to the special issue: Recent statistical methods for data analysis, applied economics, business & finance
Uses Software
Cites Work
- CMARS: a new contribution to nonparametric regression with multivariate adaptive regression splines supported by continuous optimization
- On the foundations of parameter estimation for generalized partial linear models with B-splines and continuous optimization
- A new approach to multivariate adaptive regression splines by using Tikhonov regularization and continuous optimization
- A new polynomial-time algorithm for linear programming
- Applications of second-order cone programming
- Linear models. Least squares and alternatives.
- Robust regression: Asymptotics, conjectures and Monte Carlo
- RMARS: robustification of multivariate adaptive regression spline under polyhedral uncertainty
- The new robust conic GPLM method with an application to finance: prediction of credit default
- A Mathematical View of Interior-Point Methods in Convex Optimization
- Lectures on Modern Convex Optimization
- Least Median of Squares Regression
- Simultaneous variable selection and outlier identification in linear regression using the mean-shift outlier model
- The Distribution of an Arbitrary Studentized Residual and the Effects of Updating in Multiple Regression
- Robust regression using iteratively reweighted least-squares
- Influential Observations in Linear Regression
- A Statistical View of Some Chemometrics Regression Tools
- The Fitting of Power Series, Meaning Polynomials, Illustrated on Band-Spectroscopic Data
- The error principle in the solution of incompatible equations by Tikhonov regularization
- Multiple outliers detection in sparse high-dimensional regression
- A multiple-case deletion approach for detecting influential points in high-dimensional regression
- A robust variable screening method for high-dimensional data
- Outlier detection in high-dimensional regression model
- New approaches to regression by generalized additive models and continuous optimization for modern applications in finance, science and technology
- Robust Statistics
- The elements of statistical learning. Data mining, inference, and prediction
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
