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612-822-4611
Fundamentals of High-Dimensional Statistics: With Exercises and R Labs

Fundamentals of High-Dimensional Statistics: With Exercises and R Labs

Paperback

Series: Springer Texts in Statistics

DatabasesGeneral ComputersProbability & Statistics

ISBN10: 3030737942
ISBN13: 9783030737948
Publisher: Springer
Published: Nov 18 2022
Pages: 355
Weight: 1.15
Height: 0.77 Width: 6.14 Depth: 9.21
Language: English
Preface.- Notation.- Introduction.- Linear Regression.- Graphical Models.- Tuning-Parameter Calibration.- Inference.- Theory I: Prediction.- Theory II: Estimation and Support Recovery.- A Solutions.- B Mathematical Background.- Bibliography.- Index.

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