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The Complete Guide to Statistical Theory, Simulation and Probability

Name: The Complete Guide to Statistical Theory, Simulation and Probability
Brand: Springer, Berlin
SKU: 9781071651810
Price: 82.57 EUR
Availability: InStock

A Bridge to the Future Vol. 1

Autor: Anirban Dasgupta

Jazyk:

Väzba: Pevná

Vydavateľ: Springer, Berlin

Dostupnosť: 50 % šanca

Prehľadáme celý svet

82.57 €

This book is a unique compendium of core topics in the Statistics Ph.D. program, as well as cover...

Informácie o knihe

Autor

Anirban Dasgupta

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2026

Stránok

810

EAN

9781071651810

Enbook ID

50043238

Vydavateľ

Springer, Berlin

Rozmery

210 x 279

Kompletný popis

This book is a unique compendium of core topics in the Statistics Ph.D. program, as well as covering the latest statistical theory, graduate probability and simulation techniques. The Complete Guide to Statistical Theory, Simulation and Probability: A Bridge to the Future gives an elaborate treatment of standard statistics topics such as parametric inference, basic theory of linear models, large sample theory, as well as more advanced topics such as robust estimation, density estimation, bootstrap, multiple testing, and the latest breakthrough developments such as the LASSO and thresholding and regularization. It also gives self-contained treatments of standard graduate probability and major Monte Carlo techniques, including MCMC. As such, this book can be used as an all-purpose text in the statistics Ph.D. programs, as well as a unique research reference.

The book provides 918 exercises, and an additional 98 exercises at the end of the book. The book also has a complete and comprehensive synopsis of real analysis, calculus, linear algebra and matrix theory as an invaluable source of consultation for students, instructors, and researchers.