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Goodness-of-fit tests for logistic regression models when data are collected using a complex sampling design

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  • Archer, Kellie J.
  • Lemeshow, Stanley
  • Hosmer, David W.

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  • Archer, Kellie J. & Lemeshow, Stanley & Hosmer, David W., 2007. "Goodness-of-fit tests for logistic regression models when data are collected using a complex sampling design," Computational Statistics & Data Analysis, Elsevier, vol. 51(9), pages 4450-4464, May.
    • Handle: RePEc:eee:csdana:v:51:y:2007:i:9:p:4450-4464
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    References listed on IDEAS

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    1. Edward L. Korn & Barry I. Graubard, 1995. "Analysis of Large Health Surveys: Accounting for the Sampling Design," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 158(2), pages 263-295, March.
    2. Kellie J. Archer & Stanley Lemeshow, 2006. "Goodness-of-fit test for a logistic regression model fitted using survey sample data," Stata Journal, StataCorp LP, vol. 6(1), pages 97-105, March.
    3. Joseph Pigeon & Joseph Heyse, 1999. "A cautionary note about assessing the fit of logistic regression models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 26(7), pages 847-853.
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    Cited by:

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    2. Andreas Blöchlinger & Markus Leippold, 2011. "A New Goodness-of-Fit Test for Event Forecasting and Its Application to Credit Defaults," Management Science, INFORMS, vol. 57(3), pages 487-505, March.
    3. Aarakit, Sylvia Manjeri & Ntayi, Joseph M. & Wasswa, Francis & Buyinza, Faisal & Adaramola, Muyiwa S. & Ssennono, Vincent F., 2022. "The role of financial inclusion in adoption of solar photovoltaic systems: A case of Uganda," Renewable Energy, Elsevier, vol. 198(C), pages 984-998.
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    5. Daniel Fernández & Louise McMillan & Richard Arnold & Martin Spiess & Ivy Liu, 2022. "Goodness-of-Fit and Generalized Estimating Equation Methods for Ordinal Responses Based on the Stereotype Model," Stats, MDPI, vol. 5(2), pages 1-14, June.
    6. Birtukan Atinkut Asmare & Bernhard Freyer & Jim Bingen, 2022. "Pesticide Use Practices among Female Headed Households in the Amhara Region, Ethiopia," Sustainability, MDPI, vol. 14(22), pages 1-26, November.
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    9. West Brady T. & Sakshaug Joseph W. & Aurelien Guy Alain S., 2018. "Accounting for Complex Sampling in Survey Estimation: A Review of Current Software Tools," Journal of Official Statistics, Sciendo, vol. 34(3), pages 721-752, September.
    10. Lee, Hsing-fen & Miozzo, Marcela & Laredo, Philippe, 2010. "Career patterns and competences of PhDs in science and engineering in the knowledge economy: The case of graduates from a UK research-based university," Research Policy, Elsevier, vol. 39(7), pages 869-881, September.
    11. Keith Davis & Timothy Bell & Jacqueline Miller & Derek Misurski & Bela Bapat, 2011. "Hospital costs, length of stay and mortality associated with childhood, adolescent and young Adult meningococcal disease in the US," Applied Health Economics and Health Policy, Springer, vol. 9(3), pages 197-207, May.
    12. Giovanni Nattino & Michael L. Pennell & Stanley Lemeshow, 2020. "Assessing the goodness of fit of logistic regression models in large samples: A modification of the Hosmer‐Lemeshow test," Biometrics, The International Biometric Society, vol. 76(2), pages 549-560, June.
    13. Ngokkuen, Chuthaporn & Grote, Ulrike, 2012. "Geographical Indication for Jasmine Rice: Applying a Logit Model to Predict Adoption Behavior of Thai Farm Households," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 51(2), pages 1-29, May.
    14. Mohamed Samy ElDeeb & Yasser Tawfik Halim & Esmat Mostafa Kamel, 2021. "The pillars determining financial inclusion among SMEs in Egypt: service awareness, access and usage metrics and macroeconomic policies," Future Business Journal, Springer, vol. 7(1), pages 1-19, December.
    15. Finno-Velasquez, Megan, 2013. "The relationship between parent immigration status and concrete support service use among Latinos in child welfare: Findings using the National Survey of Child and Adolescent Well-being (NSCAWII)," Children and Youth Services Review, Elsevier, vol. 35(12), pages 2118-2127.
    16. Githiomi, Caroline & Muriithi, Beatrice & Irungu, Patrick & Mwungu, Chris M. & Diiro, Gracious & Affognon, Hippolyte & Mburu, John & Ekesi, Sunday, 2019. "Economic analysis of spillover effects of an integrated pest management (IPM) strategy for suppression of mango fruit fly in Kenya," Food Policy, Elsevier, vol. 84(C), pages 121-132.
    17. Markwick, Alison & Ansari, Zahid & Sullivan, Mary & McNeil, John, 2015. "Social determinants and psychological distress among Aboriginal and Torres Strait islander adults in the Australian state of Victoria: A cross-sectional population based study," Social Science & Medicine, Elsevier, vol. 128(C), pages 178-187.
    18. Jacques Muthusi & Samuel Mwalili & Peter Young, 2019. "%svy_logistic_regression: A generic SAS macro for simple and multiple logistic regression and creating quality publication-ready tables using survey or non-survey data," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-14, September.
    19. Kovalchik, Stephanie & Varadhan, Ravi, 2013. "Fitting Additive Binomial Regression Models with the R Package blm," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 54(i01).

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