Applied Logistic RegressionShows how to model a binary outcome variable from a linear regression analysis point of view. Develops the logistic regression model and describes its use in methods for modeling the relationship between a dichotomous outcome variable and a set of covariates. Following establishment of the model there is discussion of its interpretation. Several data sets are the source of the examples and the exercises, and a number of software packages are used to analyze data sets, including BMDP, EGRET, GLIM, SAS, and SYSTAT. |
Hvad folk siger - Skriv en anmeldelse
Vi har ikke fundet nogen anmeldelser de normale steder.
Indhold
CONTENTS | 1 |
The Multiple Logistic Regression Model | 25 |
Interpretation of the Coefficients of | 38 |
Copyright | |
16 andre sektioner vises ikke
Almindelige termer og sætninger
additional analysis Appendix application approach assess associated assumption calculated Chapter coding computed conditional confounding consider constant continuous controls covariate patterns defined degrees of freedom denote dependent described design variables dichotomous difference discussed distribution effect equal equation estimated coefficients estimated standard errors examine example expected expression factor Figure follows function illustrate important independent variable interaction interpretation interval levels likelihood ratio test linear regression log-likelihood logistic regression model matched matrix maximum likelihood estimates mean measure method model containing multivariate normal noted observed obtained odds ratio outcome variable p-value package parameters plot possible present probability problem RACE reference risk sample scale selection shown significance similar situation slope SMOKE statistics step stratum subjects Table term univariate variance versus weight yields zero
Henvisninger til denne bog
Bibliografiske oplysninger
| Titel | Applied Logistic Regression Bind 237 af Wiley Series in Probability and Statistics - Applied Probability and Statistics Section |
| Forfattere | David W. Hosmer, Jr., Stanley Lemeshow |
| Udgiver | Wiley, 1989 |
| Oprindeligt fra | University of Michigan |
| Digitaliseret | 24. jul 2008 |
| ISBN | 0471615536, 9780471615538 |
| Længde | 328 sider |
| Eksporter henvisning | BiBTeX EndNote RefMan |