151
Views
80
CrossRef citations to date
0
Altmetric
Original Articles

Linear Models for the Analysis of Longitudinal Studies

Pages 95-101 | Received 01 May 1984, Published online: 12 Mar 2012

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (47)

Eunkyeng Baek & John M. Ferron. (2021) Bayesian Analysis for Multiple-baseline Studies Where the Variance Differs across Cases in OpenBUGS. Developmental Neurorehabilitation 24:2, pages 130-143.
Read now
Hongmei Lin, Riquan Zhang & Jianhong Shi. (2017) Local estimation for varying-coefficient models with longitudinal data. Communications in Statistics - Theory and Methods 46:15, pages 7511-7528.
Read now
Hrishikesh Chakraborty & Genevieve Lyons. (2015) Cluster Randomized Trials: Considerations for Design and Analysis. Journal of Statistical Theory and Practice 9:3, pages 685-698.
Read now
Cristina Sartori, Marta B. Manser & Roberto Mantovani. (2014) Relationship Between Number and Intensity of Fighting: Evidence From Cow Fighting Tournaments in Valdostana Cattle. Italian Journal of Animal Science 13:4.
Read now
ThomasR. Stiger & Anindita Banerjee. (2013) A Profile Analysis Approach Using MMRM in Acute Schizophrenia: A Comparison to Some Traditional Approaches. Journal of Biopharmaceutical Statistics 23:6, pages 1372-1382.
Read now
Christopher J. Ronk, Dana M. Hollins, Megan J. Jacobsen, David A. Galbraith & Dennis J. Paustenbach. (2013) Evaluation of pulmonary function within a cohort of flavorings workers. Inhalation Toxicology 25:2, pages 107-117.
Read now
Enrique Del Castillo, Bianca M. Colosimo & Hussam Alshraideh. (2012) Bayesian Modeling and Optimization of Functional Responses Affected by Noise Factors. Journal of Quality Technology 44:2, pages 117-135.
Read now
Z. Rezaei Ghahroodi, M. Ganjali, F. Harandi & D. Berridge. (2011) Bivariate transition model for analysing ordinal and nominal categorical responses: an application to the Labour Force Survey data. Journal of Applied Statistics 38:4, pages 817-832.
Read now
Z. Rezaei Ghahroodi, M. Ganjali, H. Navvabpour & D. Berridge. (2010) An Appraisal of Methods for the Analysis of Longitudinal Ordinal Response Data with Random Dropout Using a Nonhomogeneous Markov Model. Communications in Statistics - Simulation and Computation 39:5, pages 1027-1048.
Read now
Jin-Ting Zhang & Hulin Wu. (2010) Modeling HIV Dynamics Using Unified Mixed-Effects Models. American Journal of Mathematical and Management Sciences 30:1-2, pages 83-109.
Read now
Z. Rezaei Ghahroodi, M. Ganjali & D. Berridge. (2009) A Transition Model for Ordinal Response Data with Random Dropout: An Application to the Fluvoxamine Data. Journal of Biopharmaceutical Statistics 19:4, pages 658-671.
Read now
Jing Xu & Jinde Wang. (2008) Maximum Likelihood Estimation of Linear Models for Longitudinal Data with Inequality Constraints. Communications in Statistics - Theory and Methods 37:6, pages 931-946.
Read now
DonnaL. Mohr & RebeccaA. Marcon. (2005) Testing for a ‘within-subjects’ association in repeated measures data. Journal of Nonparametric Statistics 17:3, pages 347-363.
Read now
CHEN JC, CHANG WR, SHIH TS, CHEN CJ, CHANG WP, DENNERLEIN JT, RYAN LM & CHRISTIANI DC. (2003) Predictors of whole-body vibration levels among urban taxi drivers. Ergonomics 46:11, pages 1075-1090.
Read now
Mark Brennan & DanielK. Mroczek. (2003) Examining Spirituality Over Time: Latent Growth Curve and Individual Growth Curve Analyses. Journal of Religious Gerontology 14:1, pages 11-29.
Read now
PhilipJ. Everson & CarlN. Morris. (2000) Simulation from Wishart Distributions with Eigenvalue Constraints. Journal of Computational and Graphical Statistics 9:2, pages 380-389.
Read now
Takahisa Yokoyama. (2000) Non-Null Distributions of the Wald's Criteria in Random Effects Growth Curve Models. American Journal of Mathematical and Management Sciences 20:3-4, pages 415-431.
Read now
D.M. Smith & M.G. Kenward. (2000) Extensions of multiple linear regression. Communications in Statistics - Theory and Methods 29:9-10, pages 2033-2053.
Read now
Colin O. Wu, Kai F. Yu & Vivian W.S. Yuan. (2000) Large sample properties and confidence bands for component-wise varying-coefficient regression with longitudinal dependent variable. Communications in Statistics - Theory and Methods 29:5-6, pages 1017-1037.
Read now
Gwowen Shieh. (2000) General multivariate linear models for longitudional studies. Communications in Statistics - Theory and Methods 29:4, pages 735-753.
Read now
JohnM. Neuhaus. (1999) Comment. Journal of the American Statistical Association 94:447, pages 701-702.
Read now
MichaelJ. Rovine & PeterC. M. Molenaar. (1998) A LISREL model for the analysis of repeated measures with a patterned covariance matrix. Structural Equation Modeling: A Multidisciplinary Journal 5:4, pages 318-343.
Read now
Dale L. Zimmerman, Vicente. Nuúñez-antón & Hammou. El-Barmi. (1998) Computational aspects of likelihood-based estimation of first-order antedependence models. Journal of Statistical Computation and Simulation 60:1, pages 67-84.
Read now
Mousumi Banerjee & EdwardW. Frees. (1997) Influence Diagnostics for Linear Longitudinal Models. Journal of the American Statistical Association 92:439, pages 999-1005.
Read now
KathrynS. Dawson, Chris Gennings & WalterH. Carter. (1997) Two Graphical Techniques Useful in Detecting Correlation Structure in Repeated Measures Data. The American Statistician 51:3, pages 275-283.
Read now
Chul Gyu Park, Taesung Park & Dong Wan Shin. (1997) Analysis of ordered covariate effects among groups with repeated measurements. Communications in Statistics - Theory and Methods 26:10, pages 2291-2301.
Read now
Takahisa Yokoyama. (1996) Extended growth curve models with random-effects covariance structures. Communications in Statistics - Theory and Methods 25:3, pages 571-584.
Read now
TerryE. Duncan & SusanC. Duncan. (1995) Modeling the processes of development via latent variable growth curve methodology. Structural Equation Modeling: A Multidisciplinary Journal 2:3, pages 187-213.
Read now
DorothyD. Dunlop. (1994) Regression for Longitudinal Data: A Bridge from Least Squares Regression. The American Statistician 48:4, pages 299-303.
Read now
RobertD. Gibbons, Donald Hedeker, SaraC. Charles & Paul Frisch. (1994) A Random-Effects Probit Model for Predicting Medical Malpractice Claims. Journal of the American Statistical Association 89:427, pages 760-767.
Read now
Michéle Boulanger & LuisA. Escobar. (1994) Experimental Design for a Class of Accelerated Degradation Tests. Technometrics 36:3, pages 260-272.
Read now
Geert Molenberghs & Emmanuel Lesaffre. (1994) Marginal Modeling of Correlated Ordinal Data Using a Multivariate Plackett Distribution. Journal of the American Statistical Association 89:426, pages 633-644.
Read now
I.G. Vlachonikolis & V.G.S. Vasdekis. (1994) On a class of change-point models in covariance structures for growth curves and repeated measurements. Communications in Statistics - Theory and Methods 23:4, pages 1087-1102.
Read now
MyronA. Waclawiw & Kung-Yee Liang. (1993) Prediction of Random Effects in the Generalized Linear Model. Journal of the American Statistical Association 88:421, pages 171-178.
Read now
Kao-Tai Tsai & James A. Koziol. (1993) Score and wald tests for the multivariate growth curve model with missing data and a patterned covariance matrix. Communications in Statistics - Theory and Methods 22:2, pages 311-317.
Read now
James D. Leeper & Suming W. Chang. (1992) Comparison of general multivariate and random-effects models for growth curve analysis: incomplete-data smallsample situations. Journal of Statistical Computation and Simulation 44:1-2, pages 93-104.
Read now
EdwardW. Frees. (1992) Forecasting State-to-State Migration Rates. Journal of Business & Economic Statistics 10:2, pages 153-167.
Read now
Jae Won Lee & DavidL. Demets. (1991) Sequential Comparison of Changes with Repeated Measurements Data. Journal of the American Statistical Association 86:415, pages 757-762.
Read now
Dietrich Von Rosen. (1991) The growth curve model: a review. Communications in Statistics - Theory and Methods 20:9, pages 2791-2822.
Read now
M.A. McBurnie, R.A. Kronmal, V.E. Schuett, R. Koch & C.G. Azeng. (1991) Physical growth of children treated for phenylketonuria. Annals of Human Biology 18:4, pages 357-368.
Read now
EricM. Chi & GregoryC. Reinsel. (1989) Models for Longitudinal Data with Random Effects and AR(1) Errors. Journal of the American Statistical Association 84:406, pages 452-459.
Read now
MaryJ. Lindstrom & DouglasM. Bates. (1988) Newton—Raphson and EM Algorithms for Linear Mixed-Effects Models for Repeated-Measures Data. Journal of the American Statistical Association 83:404, pages 1014-1022.
Read now
DanielO. Stram, LJ. Wei & JamesH. Ware. (1988) Analysis of Repeated Ordered Categorical Outcomes with Possibly Missing Observations and Time-Dependent Covariates. Journal of the American Statistical Association 83:403, pages 631-637.
Read now
JackC. Lee. (1988) Prediction and Estimation of Growth Curves with Special Covariance Structures. Journal of the American Statistical Association 83:402, pages 432-440.
Read now
Myunghee C. Paik. (1988) Repeated measurement analysis for nonnormal data in small samples. Communications in Statistics - Simulation and Computation 17:4, pages 1155-1171.
Read now
Nan Laird, Nicholas Lange & Daniel Stram. (1987) Maximum Likelihood Computations with Repeated Measures: Application of the EM Algorithm. Journal of the American Statistical Association 82:397, pages 97-105.
Read now

Articles from other publishers (33)

Jaume Arnau, Roser Bono, María J. Blanca & Rebecca Bendayan. (2012) Using the linear mixed model to analyze nonnormal data distributions in longitudinal designs. Behavior Research Methods 44:4, pages 1224-1238.
Crossref
Jihong Solomon Zhao Yang Zhang & Quint Thurman. (2010) Can Additional Resources Lead to Higher Levels of Productivity (Arrests) in Police Agencies?. Criminal Justice Review 36:2, pages 165-182.
Crossref
S. M. Hofer & A. M. Piccinin. (2010) Toward an Integrative Science of Life-Span Development and Aging. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences 65B:3, pages 269-278.
Crossref
Martin Ohlson & Dietrich von Rosen. (2010) Explicit estimators of parameters in the Growth Curve model with linearly structured covariance matrices. Journal of Multivariate Analysis 101:5, pages 1284-1295.
Crossref
Chih-Ping Chou, Felicia Chi, Constance Weisner, MaryAnn Pentz & Yih-Ing Hser. (2010) Initial Status in Growth Curve Modeling for Randomized Trials. Journal of Drug Issues 40:1, pages 155-172.
Crossref
Benjamin Y. Durkee, Kazuhiko Shinki, Michael A. Newton, Caitlin E. Iverson, Jamey P. Weichert, William F. Dove & Richard B. Halberg. (2009) Longitudinal Assessment of Colonic Tumor Fate in Mice by Computed Tomography and Optical Colonoscopy. Academic Radiology 16:12, pages 1475-1482.
Crossref
Ziming Xuan & Howard Shaffer. (2009) How Do Gamblers End Gambling: Longitudinal Analysis of Internet Gambling Behaviors Prior to Account Closure Due to Gambling Related Problems. Journal of Gambling Studies 25:2, pages 239-252.
Crossref
William T. Gallo, Jennie E. Brand, Hsun-Mei Teng, Linda Leo-Summers & Amy L. Byers. (2009) Differential Impact of Involuntary Job Loss on Physical Disability Among Older Workers. Research on Aging 31:3, pages 345-360.
Crossref
Jennifer L. St. Sauver, Debra J. Jacobson, Michaela E. McGree, Michael M. Lieber & Steven J. Jacobsen. (2006) Protective Association between Nonsteroidal Antiinflammatory Drug Use and Measures of Benign Prostatic Hyperplasia. American Journal of Epidemiology 164:8, pages 760-768.
Crossref
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 451 462 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 445 450 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 439 444 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 434 438 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 424 433 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 422 423 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 417 421 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 387 416 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 242 276 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 199 241 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 125 165 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data 18 71 .
Edward W. Frees. 2012. Longitudinal and Panel Data. Longitudinal and Panel Data ix xvi .
S. D. MoffatA. B. ZondermanE. J. MetterC. KawasM. R. BlackmanS. M. HarmanS. M. Resnick. (2004) Free testosterone and risk for Alzheimer disease in older men. Neurology 62:2, pages 188-193.
Crossref
Ann Marie McCarthy, Scott Lindgren, Michelle A. Mengeling, Eva Tsalikian & Janet C. Engvall. (2002) Effects of Diabetes on Learning in Children. Pediatrics 109:1, pages e9-e9.
Crossref
Glenn D DelGiudice, Ken D Kerr, L David Mech & Ulysses S Seal. (2000) Prolonged winter undernutrition and the interpretation of urinary allantoin:creatinine ratios in white-tailed deer. Canadian Journal of Zoology 78:12, pages 2147-2155.
Crossref
M. J. Epton, I. R. Martin, P. Graham, P. E. Healy, H. Smith, R. Balasubramaniam, I. C. Harvey, D. W. Fountain, J. Hedley & G. I. Town. (1997) Climate and aeroallergen levels in asthma: a 12 month prospective study. Thorax 52:6, pages 528-534.
Crossref
Hironori Fujisawa. (1997) Efficient tests for mean structure in random effects models. Hiroshima Mathematical Journal 27:3.
Crossref
Takahisa Yokoyama. (1996) Asymptotic non-null distributions of the LR criteria in a parallel profile model with random effects. Hiroshima Mathematical Journal 26:2.
Crossref
Mark A. Hanson & Michael R. Riggs. (1995) Potential effects of fish predation on Wetland invertebrates: A comparison of wetlands with and without fathead minnows. Wetlands 15:2, pages 167-175.
Crossref
Takahisa Yokoyama. (1995) Statistical inference on some mixed MANOVA-GMANOVA models with random effects. Hiroshima Mathematical Journal 25:3.
Crossref
Takashi Kanda. (1994) Growth curve model with covariance structures. Hiroshima Mathematical Journal 24:1.
Crossref
Ronald W. Helms. (2016) Efficient Multiple Cohort Designs for Clinical Trials with Repeated Measures. Drug Information Journal 27:3, pages 671-694.
Crossref
A. N. Arnason, M. H. Papst & G. E. Hopky. (1992) Modelling the Increase in Variance of Fish Weight. Canadian Journal of Fisheries and Aquatic Sciences 49:1, pages 2-16.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.