Compartir
Estimation and Testing Under Sparsity: École D'été de Probabilités de Saint-Flour xlv – 2015 (Lecture Notes in Mathematics)
Sara Van De Geer (Autor)
·
Springer
· Tapa Blanda
Estimation and Testing Under Sparsity: École D'été de Probabilités de Saint-Flour xlv – 2015 (Lecture Notes in Mathematics) - Sara Van De Geer
Sin Stock
Te enviaremos un correo cuando el libro vuelva a estar disponible
Reseña del libro "Estimation and Testing Under Sparsity: École D'été de Probabilités de Saint-Flour xlv – 2015 (Lecture Notes in Mathematics)"
Taking the Lasso method as its starting point, this book describes the main ingredients needed to study general loss functions and sparsity-inducing regularizers. It also provides a semi-parametric approach to establishing confidence intervals and tests. Sparsity-inducing methods have proven to be very useful in the analysis of high-dimensional data. Examples include the Lasso and group Lasso methods, and the least squares method with other norm-penalties, such as the nuclear norm. The illustrations provided include generalized linear models, density estimation, matrix completion and sparse principal components. Each chapter ends with a problem section. The book can be used as a textbook for a graduate or PhD course.
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
Todos los libros de nuestro catálogo son Originales.
El libro está escrito en Inglés.
La encuadernación de esta edición es Tapa Blanda.
✓ Producto agregado correctamente al carro, Ir a Pagar.