Big Data Analysis
Author
Abstract
Individual chapters are listed in the "Chapters" tab
Suggested Citation
DOI: 10.1007/978-3-032-03161-7
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Book Chapters
The following chapters of this book are listed in IDEAS- Junwei Lu, 2025. "Introduction," Springer Books,, Springer.
- Junwei Lu, 2025. "Preliminaries in Probability," Springer Books,, Springer.
- Junwei Lu, 2025. "Preliminaries in Linear Algebra," Springer Books,, Springer.
- Junwei Lu, 2025. "Concentration Inequalities," Springer Books,, Springer.
- Junwei Lu, 2025. "Sub-exponential Random Variables," Springer Books,, Springer.
- Junwei Lu, 2025. "Bernstein and Maximal Inequalities," Springer Books,, Springer.
- Junwei Lu, 2025. "Ordinary Least Squares," Springer Books,, Springer.
- Junwei Lu, 2025. "Compressive Sensing," Springer Books,, Springer.
- Junwei Lu, 2025. "Restricted Isometry Property," Springer Books,, Springer.
- Junwei Lu, 2025. "Statistical Properties of Lasso," Springer Books,, Springer.
- Junwei Lu, 2025. "Variations of Lasso," Springer Books,, Springer.
- Junwei Lu, 2025. "Convexity and Subgradient," Springer Books,, Springer.
- Junwei Lu, 2025. "Gradient Descent," Springer Books,, Springer.
- Junwei Lu, 2025. "Proximal Gradient Descent," Springer Books,, Springer.
- Junwei Lu, 2025. "Mirror Descent," Springer Books,, Springer.
- Junwei Lu, 2025. "Duality and ADMM," Springer Books,, Springer.
- Junwei Lu, 2025. "High Dimensional Inference," Springer Books,, Springer.
- Junwei Lu, 2025. "Debiased Lasso," Springer Books,, Springer.
- Junwei Lu, 2025. "Multiple Hypotheses," Springer Books,, Springer.
- Junwei Lu, 2025. "False Discovery Rate," Springer Books,, Springer.
- Junwei Lu, 2025. "Knock-Off," Springer Books,, Springer.
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