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| Author | : John H. Aldrich |
| Publisher | : SAGE |
| Total Pages | : 100 |
| Release | : 1984-11 |
| Genre | : Mathematics |
| ISBN | : 9780803921337 |
After 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.
| Author | : Tim Futing Liao |
| Publisher | : SAGE |
| Total Pages | : 100 |
| Release | : 1994-06-30 |
| Genre | : Mathematics |
| ISBN | : 9780803949997 |
What 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.
| Author | : Vani K. Borooah |
| Publisher | : SAGE |
| Total Pages | : 108 |
| Release | : 2002 |
| Genre | : Mathematics |
| ISBN | : 9780761922421 |
Many 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.
| Author | : John H. Aldrich |
| Publisher | : SAGE Publications, Incorporated |
| Total Pages | : 96 |
| Release | : 1984-11-01 |
| Genre | : Social Science |
| ISBN | : 9780803921337 |
Ordinary regression analysis is not appropriate for investigating dichotomous or otherwise "limited" dependent variables, but this volume examines three techniques -- linear probability, probit, and logit models -- which are well-suited for such data. It reviews the linear probability model and discusses alternative specifications of non-linear models. Using detailed examples, Aldrich and Nelson point out the differences among linear, logit, and probit models, and explain the assumptions associated with each.
| Author | : Vani K. Borooah |
| Publisher | : SAGE |
| Total Pages | : 108 |
| Release | : 2002 |
| Genre | : Mathematics |
| ISBN | : 9780761922421 |
Many 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.
| Author | : J. Scott Long |
| Publisher | : SAGE |
| Total Pages | : 334 |
| Release | : 1997-01-09 |
| Genre | : Mathematics |
| ISBN | : 9780803973749 |
Evaluates the most useful models for categorical and limited dependent variables (CLDVs), emphasizing the links among models and applying common methods of derivation, interpretation, and testing. The author also explains how models relate to linear regression models whenever possible. Annotation c.
| Author | : William H. Greene |
| Publisher | : Cambridge University Press |
| Total Pages | : 383 |
| Release | : 2010-04-08 |
| Genre | : Business & Economics |
| ISBN | : 1139485954 |
It is increasingly common for analysts to seek out the opinions of individuals and organizations using attitudinal scales such as degree of satisfaction or importance attached to an issue. Examples include levels of obesity, seriousness of a health condition, attitudes towards service levels, opinions on products, voting intentions, and the degree of clarity of contracts. Ordered choice models provide a relevant methodology for capturing the sources of influence that explain the choice made amongst a set of ordered alternatives. The methods have evolved to a level of sophistication that can allow for heterogeneity in the threshold parameters, in the explanatory variables (through random parameters), and in the decomposition of the residual variance. This book brings together contributions in ordered choice modeling from a number of disciplines, synthesizing developments over the last fifty years, and suggests useful extensions to account for the wide range of sources of influence on choice.
| Author | : Alfred DeMaris |
| Publisher | : SAGE |
| Total Pages | : 100 |
| Release | : 1992-06-06 |
| Genre | : Business & Economics |
| ISBN | : 9780803943773 |
Logit models : theoretical background. Logit models for multidimensional tables. Logistic regression. Advanced topics in logistic regression. Appendix : Computer routines.
| Author | : Constantin Colonescu |
| Publisher | : Lulu.com |
| Total Pages | : 278 |
| Release | : 2017-12-28 |
| Genre | : Business & Economics |
| ISBN | : 1387473611 |
This is a beginner's guide to applied econometrics using the free statistics software R. It provides and explains R solutions to most of the examples in 'Principles of Econometrics' by Hill, Griffiths, and Lim, fourth edition. 'Using R for Principles of Econometrics' requires no previous knowledge in econometrics or R programming, but elementary notions of statistics are helpful.
