Probability Theory and Statistical Inference

£54.00

Probability Theory and Statistical Inference

Empirical Modeling with Observational Data

Research methods: general Econometrics and economic statistics Probability and statistics

Author: Aris Spanos

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Language: English

Published by: Cambridge University Press

Published on: 19th September 2019

Format: LCP-protected ePub

Size: 32 Mb

ISBN: 9781316946503


Book Overview

Doubt over the trustworthiness of published empirical results is not unwarranted and is often a result of statistical mis-specification: invalid probabilistic assumptions imposed on data.

Now in its second edition, this bestselling textbook offers a comprehensive course in empirical research methods, teaching the probabilistic and statistical foundations that enable the specification and validation of statistical models, providing the basis for an informed implementation of statistical procedure to secure the trustworthiness of evidence.

Each chapter has been thoroughly updated, accounting for developments in the field and the author's own research.

The comprehensive scope of the textbook has been expanded by the addition of a new chapter on the Linear Regression and related statistical models.

This new edition is now more accessible to students of disciplines beyond economics and includes more pedagogical features, with an increased number of examples as well as review questions and exercises at the end of each chapter.

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