{
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  "Package": "cquad",
  "Title": "Conditional Maximum Likelihood for Quadratic Exponential Models\nfor Binary Panel Data",
  "Version": "2.3",
  "Date": "2022-02-27",
  "Author": "Francesco Bartolucci (University of Perugia), Claudia Pigini\n(University of Ancona \"Politecnica delle Marche\"), Francesco\nValentini (University of Ancona \"Politecnica delle Marche\")",
  "Maintainer": "Francesco Bartolucci <francesco.bartolucci@unipg.it>",
  "Description": "Estimation, based on conditional maximum likelihood, of\nthe quadratic exponential model proposed by Bartolucci, F. &\nNigro, V. (2010, Econometrica) <DOI:10.3982/ECTA7531> and of a\nsimplified and a modified version of this model. The quadratic\nexponential model is suitable for the analysis of binary\nlongitudinal data when state dependence (further to the effect\nof the covariates and a time-fixed individual intercept) has to\nbe taken into account. Therefore, this is an alternative to the\ndynamic logit model having the advantage of easily allowing\nconditional inference in order to eliminate the individual\nintercepts and then getting consistent estimates of the\nparameters of main interest (for the covariates and the lagged\nresponse). The simplified version of this model does not\ndistinguish, as the original model does, between the last time\noccasion and the previous occasions. The modified version\nformulates in a different way the interaction terms and it may\nbe used to test in a easy way state dependence as shown in\nBartolucci, F., Nigro, V. & Pigini, C. (2018, Econometric\nReviews) <DOI:10.1080/07474938.2015.1060039>. The package also\nincludes estimation of the dynamic logit model by a pseudo\nconditional estimator based on the quadratic exponential model,\nas proposed by Bartolucci, F. & Nigro, V. (2012, Journal of\nEconometrics) <DOI:10.1016/j.jeconom.2012.03.004>. For large\ntime dimensions of the panel, the computation of the proposed\nmodels involves a recursive function from Krailo M. D., & Pike\nM. C. (1984, Journal of the Royal Statistical Society. Series C\n(Applied Statistics)) and Bartolucci F., Valentini, F. & Pigini\nC. (2021, Computational Economics\n<DOI:10.1007/s10614-021-10218-2>.",
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  "Repository": "https://fravale.r-universe.dev",
  "Date/Publication": "2023-08-21 08:49:11 UTC",
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      "title": "Conditional Maximum Likelihood for Quadratic Exponential Models for Binary Panel Data",
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    },
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      "title": "Interface for functions fitting different versions of cquad",
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