Analytical Methods in Statistics (Heftet)

AMISTAT, Liberec, Czech Republic, September 2019

Serie: Springer Proceedings in Mathematics & Statistics 329

Innbinding: Heftet
Utgivelsesår: 2021
Antall sider: 156
Forlag: Springer Nature Switzerland AG
Språk: Engelsk
Serienummer: 329
ISBN/EAN: 9783030488161
Kategori: Data og Matematikk
Omtale Analytical Methods in Statistics
This book collects peer-reviewed contributions on modern statistical methods and topics, stemming from the third workshop on Analytical Methods in Statistics, AMISTAT 2019, held in Liberec, Czech Republic, on September 16-19, 2019. Real-life problems demand statistical solutions, which in turn require new and profound mathematical methods. As such, the book is not only a collection of solved problems but also a source of new methods and their practical extensions. The authoritative contributions focus on analytical methods in statistics, asymptotics, estimation and Fisher information, robustness, stochastic models and inequalities, and other related fields; further, they address e.g. average autoregression quantiles, neural networks, weighted empirical minimum distance estimators, implied volatility surface estimation, the Grenander estimator, non-Gaussian component analysis, meta learning, and high-dimensional errors-in-variables models.

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