Essential Statistics, Regression, and Econometrics

Essential Statistics, Regression, and Econometrics
Author: Gary Smith
Publisher: Academic Press
Total Pages: 397
Release: 2015-06-08
Genre: Mathematics
ISBN: 0128034920

Download Essential Statistics, Regression, and Econometrics Book in PDF, Epub and Kindle

Essential Statistics, Regression, and Econometrics, Second Edition, is innovative in its focus on preparing students for regression/econometrics, and in its extended emphasis on statistical reasoning, real data, pitfalls in data analysis, and modeling issues. This book is uncommonly approachable and easy to use, with extensive word problems that emphasize intuition and understanding. Too many students mistakenly believe that statistics courses are too abstract, mathematical, and tedious to be useful or interesting. To demonstrate the power, elegance, and even beauty of statistical reasoning, this book provides hundreds of new and updated interesting and relevant examples, and discusses not only the uses but also the abuses of statistics. The examples are drawn from many areas to show that statistical reasoning is not an irrelevant abstraction, but an important part of everyday life. Includes hundreds of updated and new, real-world examples to engage students in the meaning and impact of statistics Focuses on essential information to enable students to develop their own statistical reasoning Ideal for one-quarter or one-semester courses taught in economics, business, finance, politics, sociology, and psychology departments, as well as in law and medical schools Accompanied by an ancillary website with an instructors solutions manual, student solutions manual and supplementing chapters

Student Solutions Manual for Essential Statistics, Regression, and Econometrics

Student Solutions Manual for Essential Statistics, Regression, and Econometrics
Author: Gary Smith
Publisher: Academic Press
Total Pages: 109
Release: 2011-06-16
Genre: Mathematics
ISBN: 0124157750

Download Student Solutions Manual for Essential Statistics, Regression, and Econometrics Book in PDF, Epub and Kindle

Essential Statistics, Regression, and Econometrics provides students with a readable, deep understanding of the key statistical topics they need to understand in an econometrics course. It is innovative in its focus, including real data, pitfalls in data analysis, and modeling issues (including functional forms, causality, and instrumental variables). This book is unusually readable and non-intimidating, with extensive word problems that emphasize intuition and understanding. Exercises range from easy to challenging and the examples are substantial and real, to help the students remember the technique better. It offers readable exposition and exceptional exercises/examples that students can relate to. It focuses on key methods for econometrics students without including unnecessary topics. It covers data analysis not covered in other texts. It includes ideal presentation of material (topic order) for econometrics .

Essential Statistics for Economics, Business and Management

Essential Statistics for Economics, Business and Management
Author: Teresa Bradley
Publisher: John Wiley & Sons
Total Pages: 693
Release: 2007-06-05
Genre: Mathematics
ISBN: 0470850795

Download Essential Statistics for Economics, Business and Management Book in PDF, Epub and Kindle

Essential Statistics for Economics, Business and Management assumes no prior knowledge of statistics. It will also be highly relevant for the statistics component of courses in quantitative methods. The style of the book is similar to that of the highly successful Essential Mathematics for Economics and Business by Teresa Bradley and Paul Patton, with many worked examples integrated throughout. Emphasis is placed on verbalising concepts, problems and results of statistical analysis. This will help students learn how to start a problem, complete the calculations, and report the results in a way that makes sense to a non-statistician. Each concept is introduced with a brief but plausible explanation followed by Worked Examples. The Worked Examples will provide students with the necessary practice that they need in order to succeed at the subject. Emphasis is also placed on ?learning through doing? problems. Excel is used to encourage students in doing problems and to enhance understanding (with links to datasets online). Minitab printouts are also included in the text. Skills Development Exercises with brief solutions are included within the chapters, and Progress Exercises on theory and applications are provided at the end of each chapter. Solutions to all the worked examples and progress exercises are available as an appendix. Web-based supplementary materials will be provided for lecturers adopting the text, including additonal exercises and solutions, excel datasets and exercises, powerpoint slides with key formula, figures and tables. Students can access an online glossary and weblinks.

Regression and Other Stories

Regression and Other Stories
Author: Andrew Gelman
Publisher: Cambridge University Press
Total Pages: 551
Release: 2020-07-23
Genre: Business & Economics
ISBN: 110702398X

Download Regression and Other Stories Book in PDF, Epub and Kindle

A practical approach to using regression and computation to solve real-world problems of estimation, prediction, and causal inference.

Advances in Contemporary Statistics and Econometrics

Advances in Contemporary Statistics and Econometrics
Author: Abdelaati Daouia
Publisher: Springer Nature
Total Pages: 713
Release: 2021-06-14
Genre: Mathematics
ISBN: 3030732495

Download Advances in Contemporary Statistics and Econometrics Book in PDF, Epub and Kindle

This book presents a unique collection of contributions on modern topics in statistics and econometrics, written by leading experts in the respective disciplines and their intersections. It addresses nonparametric statistics and econometrics, quantiles and expectiles, and advanced methods for complex data, including spatial and compositional data, as well as tools for empirical studies in economics and the social sciences. The book was written in honor of Christine Thomas-Agnan on the occasion of her 65th birthday. Given its scope, it will appeal to researchers and PhD students in statistics and econometrics alike who are interested in the latest developments in their field.

Applied Econometrics with R

Applied Econometrics with R
Author: Christian Kleiber
Publisher: Springer Science & Business Media
Total Pages: 229
Release: 2008-12-10
Genre: Business & Economics
ISBN: 0387773185

Download Applied Econometrics with R Book in PDF, Epub and Kindle

R is a language and environment for data analysis and graphics. It may be considered an implementation of S, an award-winning language initially - veloped at Bell Laboratories since the late 1970s. The R project was initiated by Robert Gentleman and Ross Ihaka at the University of Auckland, New Zealand, in the early 1990s, and has been developed by an international team since mid-1997. Historically, econometricians have favored other computing environments, some of which have fallen by the wayside, and also a variety of packages with canned routines. We believe that R has great potential in econometrics, both for research and for teaching. There are at least three reasons for this: (1) R is mostly platform independent and runs on Microsoft Windows, the Mac family of operating systems, and various ?avors of Unix/Linux, and also on some more exotic platforms. (2) R is free software that can be downloaded and installed at no cost from a family of mirror sites around the globe, the Comprehensive R Archive Network (CRAN); hence students can easily install it on their own machines. (3) R is open-source software, so that the full source code is available and can be inspected to understand what it really does, learn from it, and modify and extend it. We also like to think that platform independence and the open-source philosophy make R an ideal environment for reproducible econometric research.

Elementary Statistics

Elementary Statistics
Author: William Cyrus Navidi
Publisher:
Total Pages:
Release: 2013
Genre: Mathematical statistics
ISBN: 9780077440619

Download Elementary Statistics Book in PDF, Epub and Kindle

Regression Analysis

Regression Analysis
Author: Jeremy Arkes
Publisher: Routledge
Total Pages: 423
Release: 2019-01-21
Genre: Business & Economics
ISBN: 1351011073

Download Regression Analysis Book in PDF, Epub and Kindle

With the rise of "big data," there is an increasing demand to learn the skills needed to undertake sound quantitative analysis without requiring students to spend too much time on high-level math and proofs. This book provides an efficient alternative approach, with more time devoted to the practical aspects of regression analysis and how to recognize the most common pitfalls. By doing so, the book will better prepare readers for conducting, interpreting, and assessing regression analyses, while simultaneously making the material simpler and more enjoyable to learn. Logical and practical in approach, Regression Analysis teaches: (1) the tools for conducting regressions; (2) the concepts needed to design optimal regression models (based on avoiding the pitfalls); and (3) the proper interpretations of regressions. Furthermore, this book emphasizes honesty in research, with a prevalent lesson being that statistical significance is not the goal of research. This book is an ideal introduction to regression analysis for anyone learning quantitative methods in the social sciences, business, medicine, and data analytics. It will also appeal to researchers and academics looking to better understand what regressions do, what their limitations are, and what they can tell us. This will be the most engaging book on regression analysis (or Econometrics) you will ever read! A collection of author-created supplementary videos are available at: https://www.youtube.com/channel/UCenm3BWqQyXA2JRKB_QXGyw

Data Analysis for Business, Economics, and Policy

Data Analysis for Business, Economics, and Policy
Author: Gábor Békés
Publisher: Cambridge University Press
Total Pages: 741
Release: 2021-05-06
Genre: Business & Economics
ISBN: 1108483011

Download Data Analysis for Business, Economics, and Policy Book in PDF, Epub and Kindle

A comprehensive textbook on data analysis for business, applied economics and public policy that uses case studies with real-world data.

Essentials of Econometrics

Essentials of Econometrics
Author: Damodar N. Gujarati
Publisher:
Total Pages: 0
Release: 1999
Genre: Econometrics
ISBN: 9780075619352

Download Essentials of Econometrics Book in PDF, Epub and Kindle

A user-friendly introduction to econometric theory and techniques, especially linear regression analysis. Extensive examples, careful explanations, and a wide variety of problem material enable students to understand the econometric techniques. Includes disk.