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Topics in logistic regression analysis.

ProQuest Information and Learning Co.

Topics in logistic regression analysis.

Record Type:	Language materials, manuscript : Monograph/item
Title/Author:	Topics in logistic regression analysis./
Author:	Xie, Zhiheng.
Description:	1 online resource (98 pages)
Notes:	Source: Dissertation Abstracts International, Volume: 78-01(E), Section: B.
Subject:	Statistics. -
Online resource:	click for full text (PQDT)
ISBN:	9781369095609

Topics in logistic regression analysis.
Xie, Zhiheng.

Topics in logistic regression analysis. - 1 online resource (98 pages)

Source: Dissertation Abstracts International, Volume: 78-01(E), Section: B.

Thesis (Ph.D.)--University of Kentucky, 2016.

Includes bibliographical references

Discrete-time Markov chains have been used to analyze the transition of subjects from intact cognition to dementia with mild cognitive impairment and global impairment as intervening transient states, and death as competing risk. A multinomial logistic regression model is used to estimate the probability distribution in each row of the one step transition matrix that correspond to the transient states. We investigate some goodness of fit tests for a multinomial distribution with covariates to assess the fit of this model to the data. We propose a modified chi-square test statistic and a score test statistic for the multinomial assumption in each row of the transition probability matrix. (Abstract shortened by ProQuest.).

Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2018

Mode of access: World Wide Web

ISBN: 9781369095609Subjects--Topical Terms:

556824
Statistics.
Index Terms--Genre/Form:

554714
Electronic books.

Topics in logistic regression analysis.
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005 20180823122924.5
006 m o u
007 cr mn||||a|a||
008 190606s2016 xx obm 000 0 eng d
020 $a 9781369095609
035 $a (MiAaPQ)AAI10154467
035 $a AAI10154467
040 $a MiAaPQ $b eng $c MiAaPQ
100 1 $a Xie, Zhiheng. $3 1189270
245 1 0 $a Topics in logistic regression analysis.
264 0 $c 2016
300 $a 1 online resource (98 pages)
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
500 $a Source: Dissertation Abstracts International, Volume: 78-01(E), Section: B.
500 $a Adviser: Richard Kryscio.
502 $a Thesis (Ph.D.)--University of Kentucky, 2016.
504 $a Includes bibliographical references
520 $a Discrete-time Markov chains have been used to analyze the transition of subjects from intact cognition to dementia with mild cognitive impairment and global impairment as intervening transient states, and death as competing risk. A multinomial logistic regression model is used to estimate the probability distribution in each row of the one step transition matrix that correspond to the transient states. We investigate some goodness of fit tests for a multinomial distribution with covariates to assess the fit of this model to the data. We propose a modified chi-square test statistic and a score test statistic for the multinomial assumption in each row of the transition probability matrix. (Abstract shortened by ProQuest.).
533 $a Electronic reproduction. $b Ann Arbor, Mich. : $c ProQuest, $d 2018
538 $a Mode of access: World Wide Web
650 4 $a Statistics. $3 556824
655 7 $a Electronic books. $2 local $3 554714
690 $a 0463
710 2 $a ProQuest Information and Learning Co. $3 1178819
710 2 $a University of Kentucky. $b Statistics. $3 1189271
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10154467 $z click for full text (PQDT)

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