| 000 -LEADER |
|---|
| fixed length control field |
01724naa a2200181uu 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
7356 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20190211154243.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
020927s2005 xx ||||gr |0|| 0 eng d |
| 999 ## - SYSTEM CONTROL NUMBERS (KOHA) |
|---|
| Koha Dewey Subclass [OBSOLETE] |
PHL2MARC21 1.1 |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
eng |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Analysing incomplete political science data : |
| Remainder of title |
an alternative algorithm for multiple imputation |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Date of publication, distribution, etc. |
2001 |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
We propose a remedy for the discrepancy between the way political scientists analyze data with missing values and the recommendations of the statistics community. Methodologists and statisticians agree that "multiple imputation" is a superior approach to the problem of missing data scattered through one`s explanatory and dependent variables than the methods currently used in applied data analysis. The discrepance occurs because the computational algorithms used to aply the best multiple imputation models have been slow, difficult to implement, impossible to run with existing commercial statistical packages, and have demanded considerable expertise. We adapt an algorithm and use it to implement a general-purpose, multiple imputation model for missing data. This algorithm is considerably faster and easier to use than the leading method recommended in the statistics literature. We also quantify the risks of current missing data practices, ilustrate how to use the new procedure, and evaluate this alternative through simulated data as well as actual empirical examples. Finally, we offer easy-to-use software that implements all methods discussed |
| 773 08 - HOST ITEM ENTRY |
|---|
| Title |
American Political Science Review |
| Related parts |
95, 1, p. 49-70 |
| Place, publisher, and date of publication |
, 2001 |
| Record control number |
|
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
|
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Periódico |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) |
|---|
| -- |
20020927 |
| Operator's initials, OID (RLIN) |
Cassio |
| Cataloger's initials, CIN (RLIN) |
Cassio |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) |
|---|
| -- |
20060515 |
| Operator's initials, OID (RLIN) |
1502^b |
| Cataloger's initials, CIN (RLIN) |
Quiteria |
