Statistics for the 21st Century
CRC Press (Verlag)
978-0-367-57903-6 (ISBN)
Gabor Szekely
Challenges for categorical data analysis in the 21st century; consistency and accuracy of the sequential bootstrap; hypothesis testing in the 20th century with special reference to testing with misspecified models; the importance of geometry in multivariate analysis and some applications; R.A. Fisher in the 21st century; students can help improve college teaching - a review and an agenda for the statistics; the classical extreme value model - mathematical results versus statistical inference; the analysis of cross-classified data - notes on a century of progress in contingency data table analysis, and some comments on its prehistory and its future; diffusion models for neural activity; estimation with quadratic loss; econometrics in the 21st century; on stability of large (ecological) systems; multi-scale statistical approach to critical-area analysis and modelling of watersheds and landscapes; R.A. Fisher - the founder of modern statistics; higher order asymptotics - costs and benefits; the analysis of subject-specific agreement; some important classes of problems in statistical experimental design, multivariate analysis, and sampling theory; pre-limit and post-limit theorems for statistics; regression modelling with fixed effects - missing values and related problems; some recent developments in nonparametric inference for right censored and randomly truncated data; estimation of parameters in nonlinear regression models.
| Erscheinungsdatum | 01.07.2020 |
|---|---|
| Reihe/Serie | Statistics: A Series of Textbooks and Monographs |
| Verlagsort | London |
| Sprache | englisch |
| Maße | 152 x 229 mm |
| Gewicht | 453 g |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Statistik |
| ISBN-10 | 0-367-57903-0 / 0367579030 |
| ISBN-13 | 978-0-367-57903-6 / 9780367579036 |
| Zustand | Neuware |
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