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Dear all,
I was conducting factor analysis (principal components) and I was wondering what is the equation for calculating factor scores for each subject. I saved them as regression, but the results that I get by hand, (using y=b1x1*b2x2*b3x3... equation, where b is factor coefficient and x observed value on a variable, which I believed that was the right one) and the ones that SPSS calculates do not match. Is the equation correct? Then I have realized that I have zeros as values on all variables included in factor analysis, but factor scores are different from zero (when they should not be if the equation was correct). It then crossed my mind that I might be needing a constant in my equation, but I have no idea how to calculate it? So, if there is anyone who knows what is the equation for calculating factor scores, I would be very greatful to him/her if they would share that with me. Thanks in advance Best regards to all, Ivana __________________________________________________ Do You Yahoo!? Tired of spam? Yahoo! Mail has the best spam protection around http://mail.yahoo.com |
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The factor score coefficients apply to the standardized (z-scores) values of
the variables, i.e. the original values minus the mean, divided by the standard deviation. Hector -----Mensaje original----- De: SPSSX(r) Discussion [mailto:[hidden email]] En nombre de Ivana Sinkovic Enviado el: Friday, July 28, 2006 12:21 PM Para: [hidden email] Asunto: Regression equation Dear all, I was conducting factor analysis (principal components) and I was wondering what is the equation for calculating factor scores for each subject. I saved them as regression, but the results that I get by hand, (using y=b1x1*b2x2*b3x3... equation, where b is factor coefficient and x observed value on a variable, which I believed that was the right one) and the ones that SPSS calculates do not match. Is the equation correct? Then I have realized that I have zeros as values on all variables included in factor analysis, but factor scores are different from zero (when they should not be if the equation was correct). It then crossed my mind that I might be needing a constant in my equation, but I have no idea how to calculate it? So, if there is anyone who knows what is the equation for calculating factor scores, I would be very greatful to him/her if they would share that with me. Thanks in advance Best regards to all, Ivana __________________________________________________ Do You Yahoo!? Tired of spam? Yahoo! Mail has the best spam protection around http://mail.yahoo.com |
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