29.07.2014 Views

mixed - Stata

mixed - Stata

mixed - Stata

SHOW MORE
SHOW LESS

Create successful ePaper yourself

Turn your PDF publications into a flip-book with our unique Google optimized e-Paper software.

50 <strong>mixed</strong> — Multilevel <strong>mixed</strong>-effects linear regression<br />

Henderson, C. R. 1953. Estimation of variance and covariance components. Biometrics 9: 226–252.<br />

Hocking, R. R. 1985. The Analysis of Linear Models. Monterey, CA: Brooks/Cole.<br />

Horton, N. J. 2011. <strong>Stata</strong> tip 95: Estimation of error covariances in a linear model. <strong>Stata</strong> Journal 11: 145–148.<br />

Laird, N. M., and J. H. Ware. 1982. Random-effects models for longitudinal data. Biometrics 38: 963–974.<br />

LaMotte, L. R. 1973. Quadratic estimation of variance components. Biometrics 29: 311–330.<br />

Marchenko, Y. V. 2006. Estimating variance components in <strong>Stata</strong>. <strong>Stata</strong> Journal 6: 1–21.<br />

McCulloch, C. E., S. R. Searle, and J. M. Neuhaus. 2008. Generalized, Linear, and Mixed Models. 2nd ed. Hoboken,<br />

NJ: Wiley.<br />

Munnell, A. H. 1990. Why has productivity growth declined? Productivity and public investment. New England<br />

Economic Review Jan./Feb.: 3–22.<br />

Nichols, A. 2007. Causal inference with observational data. <strong>Stata</strong> Journal 7: 507–541.<br />

Pantazis, N., and G. Touloumi. 2010. Analyzing longitudinal data in the presence of informative drop-out: The jmre1<br />

command. <strong>Stata</strong> Journal 10: 226–251.<br />

Pfeffermann, D., C. J. Skinner, D. J. Holmes, H. Goldstein, and J. Rasbash. 1998. Weighting for unequal selection<br />

probabilities in multilevel models. Journal of the Royal Statistical Society, Series B 60: 23–40.<br />

Pierson, R. A., and O. J. Ginther. 1987. Follicular population dynamics during the estrous cycle of the mare. Animal<br />

Reproduction Science 14: 219–231.<br />

Pinheiro, J. C., and D. M. Bates. 2000. Mixed-Effects Models in S and S-PLUS. New York: Springer.<br />

Prosser, R., J. Rasbash, and H. Goldstein. 1991. ML3 Software for 3-Level Analysis: User’s Guide for V. 2. London:<br />

Institute of Education, University of London.<br />

Rabe-Hesketh, S., and A. Skrondal. 2006. Multilevel modelling of complex survey data. Journal of the Royal Statistical<br />

Society, Series A 169: 805–827.<br />

. 2012. Multilevel and Longitudinal Modeling Using <strong>Stata</strong>. 3rd ed. College Station, TX: <strong>Stata</strong> Press.<br />

Rao, C. R. 1973. Linear Statistical Inference and Its Applications. 2nd ed. New York: Wiley.<br />

Raudenbush, S. W., and A. S. Bryk. 2002. Hierarchical Linear Models: Applications and Data Analysis Methods.<br />

2nd ed. Thousand Oaks, CA: Sage.<br />

Ruppert, D., M. P. Wand, and R. J. Carroll. 2003. Semiparametric Regression. Cambridge: Cambridge University<br />

Press.<br />

Schunck, R. 2013. Within and between estimates in random-effects models: Advantages and drawbacks of correlated<br />

random effects and hybrid models. <strong>Stata</strong> Journal 13: 65–76.<br />

Searle, S. R. 1989. Obituary: Charles Roy Henderson 1911–1989. Biometrics 45: 1333–1335.<br />

Searle, S. R., G. Casella, and C. E. McCulloch. 1992. Variance Components. New York: Wiley.<br />

Thompson, W. A., Jr. 1962. The problem of negative estimates of variance components. Annals of Mathematical<br />

Statistics 33: 273–289.<br />

Verbeke, G., and G. Molenberghs. 2000. Linear Mixed Models for Longitudinal Data. New York: Springer.<br />

West, B. T., K. B. Welch, and A. T. Galecki. 2007. Linear Mixed Models: A Practical Guide Using Statistical<br />

Software. Boca Raton, FL: Chapman & Hall/CRC.<br />

Wiggins, V. L. 2011. Multilevel random effects in xt<strong>mixed</strong> and sem—the long and wide of it. The <strong>Stata</strong> Blog: Not<br />

Elsewhere Classified.<br />

http://blog.stata.com/2011/09/28/multilevel-random-effects-in-xt<strong>mixed</strong>-and-sem-the-long-and-wide-of-it/.

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!