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_aQA276 _b.A55 2002 |
069 | _a03407590 | ||
090 | _aQA 276 .A55 2002 | ||
090 | _aQA 276 .A55 2002 | ||
100 | 1 |
_aAllison, Paul David. _971682 |
|
245 | 1 | 0 |
_aMissing data / _cPaul D. Allison. |
260 |
_aThousand Oaks, Calif. : _bSage Publications, _cc2002. |
||
300 |
_avi, 93 p. : _bill. ; _c22 cm. |
||
490 | 1 |
_aSage university papers. Quantitative applications in the social sciences ; _vno. 07-136 |
|
500 | _a"A SAGE university paper"--Cover. | ||
504 | _aIncludes bibliographical references (p. 89-91) and index. | ||
520 | 0 | _aSooner 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 nontechnical 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. | |
520 | 8 | 0 | _a |
520 | 8 | 0 | _a |
650 | 0 |
_aMathematical statistics. _971683 |
|
650 | 0 |
_aMissing observations (Statistics) _971684 |
|
830 | 0 |
_aSage university papers series. _pQuantitative applications in the social sciences ; _vno. 07-136. _971685 |
|
852 |
_9p14.95 _y09-14-2002 |
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