The Method of Generalized Ordered Probit with Selectivity: Application to Marital Happiness
This paper introduces and demonstrates the use of the method of Generalized Ordered Probit with Selectivity (GOPS). It simultaneously estimates (1) functions that describe the relations between the explanatory variables and an ordered dependent variable such as marital happiness, and (2) the selecti...
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Published in | Journal of family and economic issues Vol. 36; no. 3; pp. 451 - 461 |
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Main Author | |
Format | Journal Article |
Language | English |
Published |
New York
Springer US
01.09.2015
Springer Nature B.V |
Subjects | |
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Abstract | This paper introduces and demonstrates the use of the method of Generalized Ordered Probit with Selectivity (GOPS). It simultaneously estimates (1) functions that describe the relations between the explanatory variables and an ordered dependent variable such as marital happiness, and (2) the selectivity function that pertains to being married. It does not presume the equality-of-slopes assumption of conventional ordered probit. The GOPS method is demonstrated for modeling marital happiness. The results are compared to those from conventional ordered probit and generalized ordered probit without selectivity. |
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AbstractList | This paper introduces and demonstrates the use of the method of Generalized Ordered Probit with Selectivity (GOPS). It simultaneously estimates: 1. functions that describe the relations between the explanatory variables and an ordered dependent variable such as marital happiness, and 2. the selectivity function that pertains to being married. It does not presume the equality-of-slopes assumption of conventional ordered probit. The GOPS method is demonstrated for modeling marital happiness. The results are compared to those from conventional ordered probit and generalized ordered probit without selectivity. [PUBLICATION ABSTRACT] This paper introduces and demonstrates the use of the method of Generalized Ordered Probit with Selectivity (GOPS). It simultaneously estimates (1) functions that describe the relations between the explanatory variables and an ordered dependent variable such as marital happiness, and (2) the selectivity function that pertains to being married. It does not presume the equality-of-slopes assumption of conventional ordered probit. The GOPS method is demonstrated for modeling marital happiness. The results are compared to those from conventional ordered probit and generalized ordered probit without selectivity. |
Author | Leppel, Karen |
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CitedBy_id | crossref_primary_10_1057_eej_2014_38 crossref_primary_10_1007_s10834_020_09723_7 crossref_primary_10_1016_j_jebo_2023_07_037 |
Cites_doi | 10.1111/j.1467-6494.2006.00414.x 10.1007/s10834-006-9016-9 10.1037/0893-3200.18.4.564 10.1007/s10834-012-9294-3 10.1007/s10834-012-9308-1 10.1023/A:1022478919443 10.3886/ICPSR31521.v1 |
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Keywords | Ordered probit Selectivity Equality-of-slopes assumption Marital happiness |
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References | Greene, Hensher (CR3) 2008 CR4 CR6 Tsang, Harvey, Duncan, Sommer (CR9) 2003; 24 Gattis, Berns, Simpson, Christensen (CR1) 2004; 18 Maume, Sebastian (CR5) 2012; 33 CR8 Van den Troost, Matthijs, Vermulst, Gerris, Welkenhuysen-Gybels (CR10) 2006; 27 Pedersen, Minnotte (CR7) 2012; 33 Gaunt (CR2) 2006; 74 A Troost Van den (9407_CR10) 2006; 27 DJ Maume (9407_CR5) 2012; 33 DE Pedersen (9407_CR7) 2012; 33 WH Greene (9407_CR3) 2008 9407_CR6 LLW Tsang (9407_CR9) 2003; 24 9407_CR4 R Gaunt (9407_CR2) 2006; 74 9407_CR8 KS Gattis (9407_CR1) 2004; 18 |
References_xml | – volume: 74 start-page: 1401 year: 2006 end-page: 1420 ident: CR2 article-title: Couple similarity and marital satisfaction: Are similar spouses happier? publication-title: Journal of Personality doi: 10.1111/j.1467-6494.2006.00414.x contributor: fullname: Gaunt – year: 2008 ident: CR3 publication-title: Modeling ordered choices: A primer and recent developments contributor: fullname: Hensher – ident: CR6 – volume: 27 start-page: 235 year: 2006 end-page: 262 ident: CR10 article-title: Effects of spousal economic and cultural factors on Dutch marital satisfaction publication-title: Journal of Family and Economic Issues doi: 10.1007/s10834-006-9016-9 contributor: fullname: Welkenhuysen-Gybels – volume: 18 start-page: 564 year: 2004 end-page: 574 ident: CR1 article-title: Birds of a feather or strange birds? Ties among personality dimensions, similarity, and marital quality publication-title: Journal of Family Psychology doi: 10.1037/0893-3200.18.4.564 contributor: fullname: Christensen – volume: 33 start-page: 272 year: 2012 end-page: 282 ident: CR7 article-title: Dual earner husbands and wives: Marital satisfaction and the workplace culture of each spouse publication-title: Journal of Family and Economic Issues doi: 10.1007/s10834-012-9294-3 contributor: fullname: Minnotte – ident: CR8 – volume: 33 start-page: 477 year: 2012 end-page: 490 ident: CR5 article-title: Gender, nonstandard work schedules, and marital quality publication-title: Journal of Family and Economic Issues doi: 10.1007/s10834-012-9308-1 contributor: fullname: Sebastian – ident: CR4 – volume: 24 start-page: 5 year: 2003 end-page: 26 ident: CR9 article-title: The effects of children, dual earner status, sex role traditionalism, and marital structure on marital happiness over time publication-title: Journal of Family and Economic Issues doi: 10.1023/A:1022478919443 contributor: fullname: Sommer – volume: 33 start-page: 272 year: 2012 ident: 9407_CR7 publication-title: Journal of Family and Economic Issues doi: 10.1007/s10834-012-9294-3 contributor: fullname: DE Pedersen – ident: 9407_CR4 – volume: 27 start-page: 235 year: 2006 ident: 9407_CR10 publication-title: Journal of Family and Economic Issues doi: 10.1007/s10834-006-9016-9 contributor: fullname: A Troost Van den – volume: 74 start-page: 1401 year: 2006 ident: 9407_CR2 publication-title: Journal of Personality doi: 10.1111/j.1467-6494.2006.00414.x contributor: fullname: R Gaunt – ident: 9407_CR6 – ident: 9407_CR8 doi: 10.3886/ICPSR31521.v1 – volume: 18 start-page: 564 year: 2004 ident: 9407_CR1 publication-title: Journal of Family Psychology doi: 10.1037/0893-3200.18.4.564 contributor: fullname: KS Gattis – volume: 24 start-page: 5 year: 2003 ident: 9407_CR9 publication-title: Journal of Family and Economic Issues doi: 10.1023/A:1022478919443 contributor: fullname: LLW Tsang – volume-title: Modeling ordered choices: A primer and recent developments year: 2008 ident: 9407_CR3 contributor: fullname: WH Greene – volume: 33 start-page: 477 year: 2012 ident: 9407_CR5 publication-title: Journal of Family and Economic Issues doi: 10.1007/s10834-012-9308-1 contributor: fullname: DJ Maume |
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Snippet | This paper introduces and demonstrates the use of the method of Generalized Ordered Probit with Selectivity (GOPS). It simultaneously estimates (1) functions... This paper introduces and demonstrates the use of the method of Generalized Ordered Probit with Selectivity (GOPS). It simultaneously estimates: 1. functions... |
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SubjectTerms | Bias Conformity Dependent variables Economic models Equality Estimates Family Happiness Likert scale Marriage Original Paper Personal relationships Personality and Social Psychology Social Policy Social Sciences Sociology Studies Variables |
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Title | The Method of Generalized Ordered Probit with Selectivity: Application to Marital Happiness |
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