Välkommen tillbaka till Campusbokhandeln! Vi firar med inlämningskampanj: Lämna in din kurslitteratur – få 150 :- och chansen att vinna 1 000 :-. Läs mer här!
Statistical Inference Based on Divergence Measures | 1:a upplagan
- Danskt band, Engelska, 2020
- Författare: Leandro Pardo
- Betyg:
567
kr
Skickas inom 9-24 vardagar
Butikslager
Onlinelager
I lager hos leverantör
Fler utgåvor
-
Nonlinear Lp-Norm Estimation (2020)
736 kr
-
The Inverse Gaussian Distribution (2020)
736 kr
-
Statistical Methods in Discrimination Litigation (2020)
567 kr
-
Robust Regression (2020)
567 kr
-
Goodness-of-Fit-Techniques (2020)
567 kr
-
Practical Sampling Techniques (2020)
567 kr
-
Cross-Over Experiments (2020)
567 kr
-
Statistical Issues in Drug Research and Development (2020)
567 kr
-
Stochastic Models for Carcinogenesis (2020)
567 kr
-
A Primer in Probability (2020)
567 kr
-
Biopharmaceutical Sequential Statistical Applications (2020)
567 kr
-
Truncated and Censored Samples (2020)
567 kr
-
Lognormal Distributions (2020)
567 kr
-
Handbook of Parallel Computing and Statistics (2020)
567 kr
-
Multivariate Analysis, Design of Experiments, and Survey Sampling (2020)
567 kr
-
U-Statistics (2020)
567 kr
-
Nonparametric Regression and Spline Smoothing (2020)
567 kr
-
Randomization Tests (2020)
567 kr
-
Survey Sampling (2020)
567 kr
-
Statistical Methods in Computer Security (2020)
567 kr
-
Improving Efficiency by Shrinkage (2020)
567 kr
-
Statistics for the 21st Century (2020)
567 kr
-
Handbook of Beta Distribution and Its Applications (2020)
567 kr
-
Handbook of Stochastic Analysis and Applications (2020)
567 kr
-
Elementary Statistical Quality Control (2020)
567 kr
-
Handbook of Applied Economic Statistics (2020)
567 kr
Beskrivning
The idea of using functionals of Information Theory, such as entropies or divergences, in statistical inference is not new. However, in spite of the fact that divergence statistics have become a very good alternative to the classical likelihood ratio test and the Pearson-type statistic in discrete models, many statisticians remain unaware of this powerful approach.
Statistical Inference Based on Divergence Measures explores classical problems of statistical inference, such as estimation and hypothesis testing, on the basis of measures of entropy and divergence. The first two chapters form an overview, from a statistical perspective, of the most important measures of entropy and divergence and study their properties. The author then examines the statistical analysis of discrete multivariate data with emphasis is on problems in contingency tables and loglinear models using phi-divergence test statistics as well as minimum phi-divergence estimators. The final chapter looks at testing in general populations, presenting the interesting possibility of introducing alternative test statistics to classical ones like Wald, Rao, and likelihood ratio. Each chapter concludes with exercises that clarify the theoretical results and present additional results that complement the main discussions.
Clear, comprehensive, and logically developed, this book offers a unique opportunity to gain not only a new perspective on some standard statistics problems, but the tools to put it into practice.
Statistical Inference Based on Divergence Measures explores classical problems of statistical inference, such as estimation and hypothesis testing, on the basis of measures of entropy and divergence. The first two chapters form an overview, from a statistical perspective, of the most important measures of entropy and divergence and study their properties. The author then examines the statistical analysis of discrete multivariate data with emphasis is on problems in contingency tables and loglinear models using phi-divergence test statistics as well as minimum phi-divergence estimators. The final chapter looks at testing in general populations, presenting the interesting possibility of introducing alternative test statistics to classical ones like Wald, Rao, and likelihood ratio. Each chapter concludes with exercises that clarify the theoretical results and present additional results that complement the main discussions.
Clear, comprehensive, and logically developed, this book offers a unique opportunity to gain not only a new perspective on some standard statistics problems, but the tools to put it into practice.
Produktinformation
Kategori:
Matematik & statistik
Bandtyp:
Danskt band
Språk:
Engelska
Förlag:
Okänt
Upplaga:
1
Utgiven:
2020-06-30
ISBN:
9780367578015
Sidantal:
512