Use of Individual-level Covariates to Improve Latent Class Analysis of Trypanosoma cruzi Diagnostic Tests

Aaron W. Tustin; Dylan S. Small; Stephen Delgado; Ricardo Castillo Neyra; Manuela R. Verastegui; Jenny M. Ancca Juárez; Víctor R. Quispe Machaca; Robert H. Gilman; Caryn Bern; Michael Z. Levy

doi:10.1515/2161-962X.1005

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Use of Individual-level Covariates to Improve Latent Class Analysis of Trypanosoma cruzi Diagnostic Tests

Aaron W. Tustin , Dylan S. Small , Stephen Delgado , Ricardo Castillo Neyra , Manuela R. Verastegui , Jenny M. Ancca Juárez , Víctor R. Quispe Machaca , Robert H. Gilman , Caryn Bern and Michael Z. Levy

Published/Copyright: August 29, 2012

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From the journal Epidemiologic Methods Volume 1 Issue 1

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Vancouver

Tustin, Aaron W., Small, Dylan S., Delgado, Stephen, Castillo Neyra, Ricardo, Verastegui, Manuela R., Ancca Juárez, Jenny M., Quispe Machaca, Víctor R., Gilman, Robert H., Bern, Caryn and Levy, Michael Z.. "Use of Individual-level Covariates to Improve Latent Class Analysis of Trypanosoma cruzi Diagnostic Tests" Epidemiologic Methods, vol. 1, no. 1, pp. 33-54. https://doi.org/10.1515/2161-962X.1005

Tustin, A., Small, D., Delgado, S., Castillo Neyra, R., Verastegui, M., Ancca Juárez, J., Quispe Machaca, V., Gilman, R., Bern, C. & Levy, M. (). Use of Individual-level Covariates to Improve Latent Class Analysis of Trypanosoma cruzi Diagnostic Tests. Epidemiologic Methods, 1(1), 33-54. https://doi.org/10.1515/2161-962X.1005

Tustin, A., Small, D., Delgado, S., Castillo Neyra, R., Verastegui, M., Ancca Juárez, J., Quispe Machaca, V., Gilman, R., Bern, C. and Levy, M. () Use of Individual-level Covariates to Improve Latent Class Analysis of Trypanosoma cruzi Diagnostic Tests. Epidemiologic Methods, Vol. 1 (Issue 1), pp. 33-54. https://doi.org/10.1515/2161-962X.1005

Tustin, Aaron W., Small, Dylan S., Delgado, Stephen, Castillo Neyra, Ricardo, Verastegui, Manuela R., Ancca Juárez, Jenny M., Quispe Machaca, Víctor R., Gilman, Robert H., Bern, Caryn and Levy, Michael Z.. "Use of Individual-level Covariates to Improve Latent Class Analysis of Trypanosoma cruzi Diagnostic Tests" Epidemiologic Methods 1, no. 1 (): 33-54. https://doi.org/10.1515/2161-962X.1005

Tustin A, Small D, Delgado S, Castillo Neyra R, Verastegui M, Ancca Juárez J, Quispe Machaca V, Gilman R, Bern C, Levy M. Use of Individual-level Covariates to Improve Latent Class Analysis of Trypanosoma cruzi Diagnostic Tests. Epidemiologic Methods. ;1(1): 33-54. https://doi.org/10.1515/2161-962X.1005

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Published Online: 2012-8-29

simulated_data.csvSimulated diagnostic test data
lajoya_model.rR souce code

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https://doi.org/10.1515/2161-962X.1005

Keywords for this article

Chagas disease; latent class analysis; Trypanosoma cruzi

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Accuracy of Capture-Recapture Estimates of Prevalence
Effects of Classical Exposure Measurement Error on the Shape of Exposure-Disease Associations
Use of Individual-level Covariates to Improve Latent Class Analysis of Trypanosoma cruzi Diagnostic Tests
Confounding and Effect Modification: Distribution and Measure
The Minicommunity Design to Assess Indirect Effects of Vaccination
Causal Inference Under Interference in Spatial Settings: A Case Study Evaluating Community Policing Program in Chicago
Imputation Strategies for the Estimation of Natural Direct and Indirect Effects
Sample Size and Power Calculations for Additive Interactions
Correcting for Bias due to Misclassification when Error-prone Continuous Exposures Are Misclassified
Causal Interpretation of Between-Within Models for Twin Research

Use of Individual-level Covariates to Improve Latent Class Analysis of Trypanosoma cruzi Diagnostic Tests

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