Multinomial Probit
Author: Carlos Daganzo
Publisher: Elsevier
Published: 2014-06-28
Total Pages: 239
ISBN-13: 1483299341
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Logit and Probit
Author: Vani K. Borooah
Publisher: SAGE
Published: 2002
Total Pages: 108
ISBN-13: 9780761922421
DOWNLOAD EBOOKMany problems in the social sciences are amenable to analysis using the analytical tools of logit and probit models. This book explains what ordered and multinomial models are and also shows how to apply them to analysing issues in the social sciences.
Interpreting Probability Models
Author: Tim Futing Liao
Publisher: SAGE
Published: 1994-06-30
Total Pages: 100
ISBN-13: 9780803949997
DOWNLOAD EBOOKWhat is the probability that something will occur, and how is that probability altered by a change in an independent variable? To answer these questions, Tim Futing Liao introduces a systematic way of interpreting commonly used probability models. Since much of what social scientists study is measured in noncontinuous ways and, therefore, cannot be analyzed using a classical regression model, it becomes necessary to model the likelihood that an event will occur. This book explores these models first by reviewing each probability model and then by presenting a systematic way for interpreting the results from each.
Linear Probability, Logit, and Probit Models
Author: John H. Aldrich
Publisher: SAGE
Published: 1984-11
Total Pages: 100
ISBN-13: 9780803921337
DOWNLOAD EBOOKAfter showing why ordinary regression analysis is not appropriate for investigating dichotomous or otherwise 'limited' dependent variables, this volume examines three techniques which are well suited for such data. It reviews the linear probability model and discusses alternative specifications of non-linear models.
Discrete Choice Methods with Simulation
Author: Kenneth Train
Publisher: Cambridge University Press
Published: 2009-07-06
Total Pages: 399
ISBN-13: 0521766559
DOWNLOAD EBOOKThis book describes the new generation of discrete choice methods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered: logit, generalized extreme value, or GEV (including nested and cross-nested logits), probit, and mixed logit, plus a variety of specifications that build on these basics. Simulation-assisted estimation procedures are investigated and compared, including maximum stimulated likelihood, method of simulated moments, and method of simulated scores. Procedures for drawing from densities are described, including variance reduction techniques such as anithetics and Halton draws. Recent advances in Bayesian procedures are explored, including the use of the Metropolis-Hastings algorithm and its variant Gibbs sampling. The second edition adds chapters on endogeneity and expectation-maximization (EM) algorithms. No other book incorporates all these fields, which have arisen in the past 25 years. The procedures are applicable in many fields, including energy, transportation, environmental studies, health, labor, and marketing.
A Guide to Econometrics
Author: Peter Kennedy
Publisher: John Wiley & Sons
Published: 2008-02-19
Total Pages: 608
ISBN-13: 1405182571
DOWNLOAD EBOOKDieses etwas andere Lehrbuch bietet keine vorgefertigten Rezepte und Problemlösungen, sondern eine kritische Diskussion ökonometrischer Modelle und Methoden: voller überraschender Fragen, skeptisch, humorvoll und anwendungsorientiert. Sein Erfolg gibt ihm Recht.
Discrete Choice Methods with Simulation
Author: Kenneth Train
Publisher: Cambridge University Press
Published: 2003-01-13
Total Pages: 346
ISBN-13: 9780521017152
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Global Developments in Healthcare and Medical Tourism
Author: Paul, Sudip
Publisher: IGI Global
Published: 2019-11-22
Total Pages: 341
ISBN-13: 1522597883
DOWNLOAD EBOOKThe outbreak of global health issues due to rapid urbanization, industrialization, and changing climatic conditions are severely impacting health and lifestyle. Yet, healthcare and medical services continue to increase in cost in developed nations. This can result in medical tourism, wherein patients travel across countries in order to benefit from medical treatment that might not be accessible in the traveler’s nation of origin. Developing countries are prepared to capitalize on this growing industry by offering multi-specialty healthcare hospitals, cost-effective treatments, and the promotion of online medical consultancy. Global Developments in Healthcare and Medical Tourism provides innovative insights into issues impacting healthcare services, healthcare service providers, government policies, and initiatives for health reforms and explores low-cost medical tourism destinations and practices. The book additionally seeks to deliver high-quality, cost-efficient smart healthcare applications. The content within this publication examines global health, wellness tourism, and global business and is designed for students, researchers, academicians, policymakers, government officials, medical practitioners, and industry professionals.
Logistic Regression Models
Author: Joseph M. Hilbe
Publisher: CRC Press
Published: 2009-05-11
Total Pages: 658
ISBN-13: 1420075772
DOWNLOAD EBOOKLogistic Regression Models presents an overview of the full range of logistic models, including binary, proportional, ordered, partially ordered, and unordered categorical response regression procedures. Other topics discussed include panel, survey, skewed, penalized, and exact logistic models. The text illustrates how to apply the various models t
Best Practices in Logistic Regression
Author: Jason W. Osborne
Publisher: SAGE Publications
Published: 2014-02-26
Total Pages: 489
ISBN-13: 1483312097
DOWNLOAD EBOOKJason W. Osborne’s Best Practices in Logistic Regression provides students with an accessible, applied approach that communicates logistic regression in clear and concise terms. The book effectively leverages readers’ basic intuitive understanding of simple and multiple regression to guide them into a sophisticated mastery of logistic regression. Osborne’s applied approach offers students and instructors a clear perspective, elucidated through practical and engaging tools that encourage student comprehension.
