Multilevel and Longitudinal Modeling Using Stata, Volume I: by Sophia Rabe-Hesketh,Anders Skrondal

By Sophia Rabe-Hesketh,Anders Skrondal

Multilevel and Longitudinal Modeling utilizing Stata, 3rd Edition, via Sophia Rabe-Hesketh and Anders Skrondal, appears to be like in particular at Stata’s remedy of generalized linear combined versions, often referred to as multilevel or hierarchical types. those types are “mixed” simply because they permit mounted and random results, and they're “generalized” simply because they're acceptable for non-stop Gaussian responses in addition to binary, count number, and different kinds of constrained established variables.

Volume I is dedicated to non-stop Gaussian linear combined types and has 9 chapters equipped into 4 elements. the 1st half reports the tools of linear regression. the second one half presents in-depth assurance of two-level versions, the easiest extensions of a linear regression model.

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