Using Stata for Survey Data Analysis
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2009 Usingstataforsurveydataanalysis (1)
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Using loops
This command starts a loop, allowing groups of Stata commands to be repeated until some condition is met. The syntax is: while exp { commands } where exp is an expression. Stata repeats the commands as long as the expression is true. commands are any Stata commands that you want to repeat { } define the beginning and the ending of the commands to be repeated Minot Using Stata for Survey Analysis Page 56 This is an example of a loop that uses local macros to carry out a regression analysis of the determinants of housing value for each region: tab region, gen(reg_) local r = 1 while `r' <= 4 { regress housval roof floor wall room area water if reg_`r' == 1 local r = `r' + 1 } The tab command creates a dummy variables for each region (region1, region2, etc). The first local command creates a macro called “r” that is equal to 1. The while statement says that the commands in brackets will be repeated until the condition r<=4 is no longer true. On each loop, the regress command is carried out in one region (when r=3, the if statement is “if reg_3==1). The second local command increases the value of r each time that the loop is completed. When r reaches 5, the loop stops because the while condition is no longer true. Then Stata goes on to the next command after the bracket. Using matrix algebra Stata has a special set of commands for matrix algebra. These can be used to implement custom econometric procedures or for doing calculations on the output of regression analysis. This is a very short summary of a very long list of complex commands. complex set of commands (type “help matrix” for more information). 1. Creating matrices by hand Examples: matrix mymat = (1,2\3,4) commas separate elements, backslash indicates new row matrix myvec = (1 5 3 1 3) creates a row vector matrix mycol = (1/5/3/1/3) creates a column vector 2. Setting the maximum matrix size For regular Stata, the default maximum matrix size is 40x40, but this can be increased up to 800x800 with the matsize command. For Stata SE, the default maximum is 400x400, but this can be increased up to 11,000x11,000. The maximum matrix size can be changed using set matsize 500 sets the maximum size for a matrix at 500x500 3. Manipulating matrices Examples: matrix D = B makes matrix D equal to matrix B matrix beta = syminv(X'*X)*X'*y calculates beta using regression equation matrix C = (C+C')/2 redefines C matrix in terms of old values matrix sub = A[1..., 2..5]/2 defines matrix using sub-set of A matrix matrix A[2,2] = B redefines subset of A matrix as equal to B 4. Converting variables into matrices and vice versa Variables can be converted into matrices and likewise matrices can be converted into variables. Type “help mkmat” for more information. |
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