A concise introduction to statistical inference

著者

書誌事項

A concise introduction to statistical inference

Jacco Thijssen

CRC Press, c2017

  • : pbk

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注記

Includes bibliographical references (p.205-206) and index

内容説明・目次

内容説明

This short book introduces the main ideas of statistical inference in a way that is both user friendly and mathematically sound. Particular emphasis is placed on the common foundation of many models used in practice. In addition, the book focuses on the formulation of appropriate statistical models to study problems in business, economics, and the social sciences, as well as on how to interpret the results from statistical analyses. The book will be useful to students who are interested in rigorous applications of statistics to problems in business, economics and the social sciences, as well as students who have studied statistics in the past, but need a more solid grounding in statistical techniques to further their careers. Jacco Thijssen is professor of finance at the University of York, UK. He holds a PhD in mathematical economics from Tilburg University, Netherlands. His main research interests are in applications of optimal stopping theory, stochastic calculus, and game theory to problems in economics and finance. Professor Thijssen has earned several awards for his statistics teaching.

目次

Statistical Inference Theory and Calculus of Probability From Probability to Statistics Statistical Inference for the Mean based on a Large Sample Statistical Models and Sampling Distributions Estimation of Parameters Confidence Intervals Hypothesis Testing Linear Regression Bayesian Inference Appendix

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