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ARCensReg - MaRDI portal

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ARCensReg (Q27245)

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Fitting Univariate Censored Linear Regression Model with Autoregressive Errors
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ARCensReg
Fitting Univariate Censored Linear Regression Model with Autoregressive Errors

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    2.1
    11 September 2016
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    1.0
    16 May 2016
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    2.0
    9 September 2016
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    3.0.1
    29 August 2023
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    29 August 2023
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    It fits a univariate left, right, or interval censored linear regression model with autoregressive errors, considering the normal or the Student-t distribution for the innovations. It provides estimates and standard errors of the parameters, predicts future observations, and supports missing values on the dependent variable. References used for this package: Schumacher, F. L., Lachos, V. H., & Dey, D. K. (2017). Censored regression models with autoregressive errors: A likelihood-based perspective. Canadian Journal of Statistics, 45(4), 375-392 <doi:10.1002/cjs.11338>. Schumacher, F. L., Lachos, V. H., Vilca-Labra, F. E., & Castro, L. M. (2018). Influence diagnostics for censored regression models with autoregressive errors. Australian & New Zealand Journal of Statistics, 60(2), 209-229 <doi:10.1111/anzs.12229>. Valeriano, K. A., Schumacher, F. L., Galarza, C. E., & Matos, L. A. (2021). Censored autoregressive regression models with Student-t innovations. arXiv preprint <arXiv:2110.00224>.
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