Missing Data
«
"…an excellent resource for researchers who are conducting multivariate statistical studies."
» Richard A. Chechile
Sooner or later anyone who does statistical analysis runs into problems with missing data in which information for some variables is missing for some cases.
Why is this a problem? Because most statistical methods presume that every case has information on all the variables to be included in the analysis.
Les mer
567,-
Paperback
Sendes innen 21 dager
Sooner or later anyone who does statistical analysis runs into problems with missing data in which information for some variables is missing for some cases.
Why is this a problem? Because most statistical methods presume that every case has information on all the variables to be included in the analysis. Using numerous examples and practical tips, this book offers a non-technical explanation of the standard methods for missing data (such as listwise or casewise deletion) as well as two newer (and, better) methods, maximum likelihood and multiple imputation. Anyone who has been relying on ad-hoc methods that are statistically inefficient or biased will find this book a welcome and accessible solution to their problems with handling missing data.
Why is this a problem? Because most statistical methods presume that every case has information on all the variables to be included in the analysis. Using numerous examples and practical tips, this book offers a non-technical explanation of the standard methods for missing data (such as listwise or casewise deletion) as well as two newer (and, better) methods, maximum likelihood and multiple imputation. Anyone who has been relying on ad-hoc methods that are statistically inefficient or biased will find this book a welcome and accessible solution to their problems with handling missing data.
Detaljer
- Forlag
- SAGE Publications Inc
- Innbinding
- Paperback
- Språk
- Engelsk
- Sider
- 104
- ISBN
- 9780761916727
- Utgivelsesår
- 2001
- Format
- 22 x 14 cm
Anmeldelser
«
"…an excellent resource for researchers who are conducting multivariate statistical studies."
» Richard A. Chechile
Kunders vurdering
Skriv en vurdering
Oppdag mer
Bøker som ligner på Missing Data:
Interpreting and Comparing Effects in Logistic, Probit, and Logit Regression
Jacques A. P. HagenaarsE-bok
363,-