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LSQ FEI/NOFEI specifies that models with additive individual fixed effects are to be estimated. The panel structure must have been defined previously with the FREQ (PANEL) command. The equations specified must be linear in the parameters (this will be checked) and variables. Individual-specific means will be removed from both variables and instruments. INST= (list of instrumental variables). If this option is included, the LSQ estimator becomes nonlinear two stage least squares or nonlinear IV (if there is one equation) and nonlinear three stage least squares (if there is more than one equation). The list of instrumental variables supplied is used for all the equations. See the INST section of this manual and the references for further information on the choice of instruments. ITERU/NOITERU specifies iteration on the COVU matrix; provides the same function as the old MAXITW= option. MAXITW= the number of iterations to be performed on the parameters of the residual covariance matrix estimate. If MAXITW is zero the covariance matrix of the residuals is held fixed at the initial estimate (which is specified by WNAME). This option can be used to obtain estimates that are invariant to which equation is dropped in a shares model like translog. HCOMEGA= BLOCK/DIAGONAL specifies whether standard errors robust to heterskedasticity and serial correlation within group (panel-robust) are to be computed. The BLOCK option specifies that the variance-covariance matrix of the residuals has the block-diagonal structure (as opposed to a simple DIAGONAL covariance matrix of the residuals). When FREQ (PANEL) is in effect and the ROBUST or HCOV=R options are used in LSQ, the default option is HCOMEGA=BLOCK. This option is also available for OLSQ, 2SLS, and PANEL. HETERO/NOHETERO causes heteroskedastic-consistent standard errors to be used. See the GMM (NMA=) command for autocorrelation-consistent standard errors. Same as the old ROBUST option, or HCOV=R. WNAME= the name of a matrix to be used as the starting value of the covariance matrix of the residuals. WNAME=OWN specifies that the initial covariance matrix of the residuals is to be obtained from the residuals corresponding to the initial parameter values. If neither form of WNAME= is used, the initial covariance matrix is an identity matrix. Nonlinear options control the iteration methods and printing. They are explained in the NONLINEAR section of this manual. Some of the common options are MAXIT, MAXSQZ, PRINT/NOPRINT, and SILENT/NOSILENT. 253
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