Applied Longitudinal Data Analysis
Tóm tắt
Change is constant in everyday life. Infants crawl and then walk, children learn to read and write, teenagers mature in myriad ways, and the elderly become frail and forgetful. Beyond these natural processes and events, external forces and interventions instigate and disrupt change: test scores may rise after a coaching course, drug abusers may remain abstinent after residential treatment. By charting changes over time and investigating whether and when events occur, researchers reveal the temporal rhythms of our lives. This book is concerned with behavioral, social, and biomedical sciences. It offers a presentation of two of today's most popular statistical methods: multilevel models for individual change and hazard/survival models for event occurrence (in both discrete- and continuous-time). Using data sets from published studies, the book takes you step by step through complete analyses, from simple exploratory displays that reveal underlying patterns through sophisticated specifications of complex statistical models.
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Tài liệu tham khảo
Abedi,, 1987, The effect of students’ academic, financial and demographic variables on time to the doctorate., Research in Higher Education,, 10.1007/BF00992302
Achenbach,, 1991, Manual for the Child Behavior Checklist 4–18 and 1991 Profile.
Akaike,, 1973
Allison,, 1995, Survival analysis using the SAS System: A practical guide
Altman,, 1994, Practical problems in fitting a proportional hazards model to data with updated measurements of the covariates., Statistics in Medicine,, 10.1002/sim.4780130402
Arbuckle,, 1995, Amos for Windows. Analysis of moment structures (Version 3.5) [Computer software].
Aydemir,, 1999, Analysis of time dependent covariates in failure time data., Statistics in Medicine,, 10.1002/(SICI)1097-0258(19990830)18:16〈2123::AID-SIM176〉3.0.CO;2-4
Barnes,, 1994, Family influences on alcohol abuse and other problem behaviors among black and white adolescents in a general population sample., Journal of Research on Adolescence,, 10.1207/s15327795jra0402_2
Bayley,, 1935, The development of motor abilities during the first three years., Monographs of the Society for Research in Child Development
Beck,, 1999, Modelling space and time: The event history approach.
Beck,, 1998, Taking time seriously: Time-series-cross-section analysis with a binary dependent variable., American Journal of Political Science,, 10.2307/2991857
Bentler,, 1995, EQS: Structural equations program manual
Bereiter,, 1963, Some persisting dilemmas in the measurement of change.
Berk,, 1988, Police responses to family violence incidents: An analysis of an experimental design with incomplete randomization., Journal of the American Statistical Association,, 10.2307/2288920
Blossfeld,, 1995, Techniques of event history modeling
Bolger,, 1989, The onset of suicide ideation in childhood and adolescence., Journal of Youth and Adolescence,, 10.1007/BF02138799
Box,, 1964, An analysis of transformations., Journal of the Royal Statistical Society, Series B,
Brown,, 1998, Maternal drug use during pregnancy: Are preterms and fullterms affected differently?, Developmental Psychology,, 10.1037/0012-1649.34.3.540
Brown,, 1996, Refining the risk concept: Decision context as a factor mediating the relation between risk and program effectiveness., Crime and Delinquency,, 10.1177/0011128796042003006
Browne,, 2000, Implementation and performance issues in the Bayesian and likelihood fitting of multilevel models., Computational Statistics,, 10.1007/s001800000041
Bryk,, 1987, Application of hierarchical linear models to assessing change., Psychological Bulletin,, 10.1037/0033-2909.101.1.147
Burchinal,, 1997, Early intervention and mediating processes in cognitive performance of children of low income African American families., Child Development,, 10.2307/1132043
Burchinal,, 2000, Relating quality of center child care to early cognitive and language development longitudinally., Child Development,, 10.1111/1467-8624.00149
Burton,, 1996, The effects of role socialization on the initiation of cocaine use: An event history analysis from adolescence into middle adulthood., Journal of Health and Social Behavior,, 10.2307/2137232
Campbell,, 1987, Longitudinal design and longitudinal analysis: A comparison of three approaches., Research on Aging,, 10.1177/0164027586008004003
Capaldi,, 1996, Predicting the timing of first sexual intercourse for at-risk adolescent males., Child Development,, 10.2307/1131818
Cherlin,, 1998, Effects of divorce and mental health through the life course., American Sociological Review,, 10.2307/2657325
Cleveland,, 1994, The elements of graphing data
Coie,, 1995, Peer rejection and aggression as predictors of stable risk across adolescence., Development and Psychopathology,, 10.1017/S0954579400006799
Conger,, 1994, Economic stress, coercive family process, and developmental problems of adolescents., Child Development,, 10.2307/1131401
Cook,, 1982, Residuals and influence in regression
Cooney,, 1991, Matching alcoholics to coping skills or interactional therapies: Two-year follow-up results., Journal of Consulting and Clinical Psychology,, 10.1037/0022-006X.59.4.598
Cox,, 1972, Regression models and life tables., Journal of the Royal Statistical Society,
Cox,, 1984, Analysis of survival data
Cronbach,, 1970, How we should measure “change”—or should we?, Psychological Bulletin,, 10.1037/h0029382
Curran,, 1997, The relation between adolescent and peer alcohol use: A longitudinal random coefficients model., Journal of Consulting and Clinical Psychology,, 10.1037/0022-006X.65.1.130
Dempster,, 1977, Maximum likelihood from incomplete data via the EM algorithm., Journal of the Royal Statistical Society, Series B,
Derogatis,, 1994, SCL-90-R: Administration, scoring and procedural manual.
Dickter,, 1996, Temporal tempering: An event history analysis of the process of voluntary turnover., Journal of Applied Psychology,, 10.1037/0021-9010.81.6.705
Diekmann,, 1996, Social status and aggression: A field study analyzed by survival analysis., Journal of Social Psychology,, 10.1080/00224545.1996.9712252
Diekmann,, 1983, The sickle-hypothesis: A time dependent poisson model with applications to deviant behavior., Journal of Mathematical Sociology,, 10.1080/0022250X.1983.9989935
Diggle,, 1994, Analysis of longitudinal data
Draper,, 1995, Assessment and propagation of model uncertainty (with discussion)., Journal of the Royal Statistical Society, Series B,
Efron,, 1977, The efficiency of Cox’s likelihood function for censored data., Journal of the American Statistical Association,, 10.2307/2286217
Efron,, 1988, Logistic regression, survival analysis, and the Kaplan-Meier curve., Journal of the American Statistical Association,, 10.2307/2288857
Espy,, 2000, Prenatal cocaine exposure and prematurity: Developmental growth., Developmental and Behavioral Pediatrics,
Estes,, 1956, The problem of inference from curves based on grouped data., Psychological Bulletin,, 10.1037/h0045156
Estes,, 1955, Applications of a statistical model to simple discrimination learning in human subjects., Journal of Experimental Psychology,, 10.1037/h0045949
Fahrmeir,, 1996, Smoothing hazard functions and time-varying effects in discrete duration and competing risks models., Journal of the American Statistical Association,, 10.2307/2291584
Felmlee,, 1984, Contextual effects in the classroom: The impact of ability groups on student attention., Sociology of Education,, 10.2307/2112656
Fergusson,, 1984, A proportional hazards model of family breakdown., Journal of Marriage and the Family,, 10.2307/352596
Fichman,, 1989, Attendance makes the heart grow fonder: A hazard rate approach to modeling attendance., Journal of Applied Psychology,, 10.1037/0021-9010.74.2.325
Fisher,, 1999, Time dependent covariates in the Cox proportional hazards regression model., Annual Review of Public Health,, 10.1146/annurev.publhealth.20.1.145
Fleming,, 1991, Counting processes and survival analysis
Follmann,, 1988, Distinguishing heterogeneity from decreasing hazard rates., Technometrics,, 10.2307/1269801
Foster,, 1999, Service use under the continuum of care: Do followup services forestall hospital readmission?, Health Services Research,
Foster,, 2000, Does the continuum of care reduce inpatient length of stay?, Evaluation and Program Planning,, 10.1016/S0149-7189(99)00037-3
Fox,, 1998, Applied regression analysis, linear models, and related methods
Francis,, 1996, Developmental lag versus deficit models of reading disability: A longitudinal, individual growth curves analysis., Journal of Educational Psychology,, 10.1037/0022-0663.88.1.3
Frank,, 1984, Academic abilities of persons entering and remaining in special education., Exceptional Children,, 10.1177/001440298405100112
Fryer,, 1994, A survival analysis of the revictimization of children: The case of Colorado., Child Abuse and Neglect,, 10.1016/0145-2134(94)90132-5
Furby,, 1989, Sex offender recidivism: A review., Psychological Bulletin,, 10.1037/0033-2909.105.1.3
Gail,, 1984, Biased estimates of treatment effect in randomized experiments with nonlinear regression and omitted covariates., Biometrika,, 10.1093/biomet/71.3.431
Gamse,, 1997, An evaluation of the Spencer post-doctoral dissertation program.
Gardner,, 1988, Methods for the analysis of parallel streams of continuously recorded social behaviors., Psychological Bulletin,
Gehan,, 1969, Estimating survival functions for the life table., Journal of Chronic Diseases,, 10.1016/0021-9681(69)90035-6
Gelman,, 1995, Avoiding model selection in Bayesian social research., Sociological Methodology,, 10.2307/271064
Gentleman,, 1991, Graphical methods for censored data., Journal of the American Statistical Association,, 10.2307/2290397
Gilks,, 1996, Markov chain Monte Carlo in practice
Ginexi,, 2000, Depression and control beliefs in relation to reemployment: What are the directions of effect?, Journal of Occupational Health Psychology,, 10.1037/1076-8998.5.3.323
Goldman,, 1992, EVENTCHARTS: Visualizing survival and other timed-events data., The American Statistician,, 10.2307/2684402
Goldstein,, 1995, Multilevel statistical models
Goldstein,, 1994, Multilevel time series models with applications to repeated measures data., Statistics in Medicine,, 10.1002/sim.4780131605
Graham,, 1997, The exodus from mathematics: When and why?
Greenhouse,, 1989, An introduction to survival analysis methods for analysis of clinical trial data., Journal of Consulting and Clinical Psychology,, 10.1037/0022-006X.57.4.536
Greenland, 1995, A critical look at methods for handling missing covariates in epidemiologic regression analyses., American Journal of Epidemiology,, 10.1093/oxfordjournals.aje.a117592
Greenwood,, 1926, The natural duration of cancer.
Grice,, 1942, An experimental study of the gradient of reinforcement in maze learning., Journal of Experimental Psychology,, 10.1037/h0055908
Gross,, 1975, Survival distributions: Reliability applications in the biomedical sciences
Guire,, 1979, Mathematical description and representation of developmental change functions on the intra- and inter-individual levels.
Gulliksen,, 1934, A rational equation of the learning curve based on Thorndike’s law of effect., Journal of General Psychology,, 10.1080/00221309.1934.9917847
Gulliksen,, 1953, A generalization of Thurstone’s learning function., Psychometrika,, 10.1007/BF02289265
Ha,, 1997, Multiple-spell, discrete-time survival analysis of developmental data: Object concept in pigtailed macaques., Developmental Psychology,, 10.1037/0012-1649.33.6.1054
Hachen,, 1988, The competing risks model: A method for analyzing processes with multiple types of events., Sociological Methods and Research,, 10.1177/0049124188017001002
Hall,, 1990, Commitment to abstinence and acute stress in relapse to alcohol, opiates, and nicotine., Journal of Consulting and Clinical Psychology,, 10.1037/0022-006X.58.2.175
Harrell,, 2001, Regression modeling strategies with applications to linear models, survival analysis and logistic regression, 10.1007/978-1-4757-3462-1
Harris,, 1991, Survivorship analysis for clinical studies
Harris,, 1996, Criminal recidivism in mentally ill offenders: A pilot study., Bulletin of the American Academy of Psychiatry and Law,
Harrison,, 1996, Working without a net: Time, performance, and turnover under maximally contingent rewards., Journal of Applied Psychology,, 10.1037/0021-9010.81.4.331
Harville,, 1974, Bayesian inference for variance components using only error contrasts., Biometrika,, 10.1093/biomet/61.2.383
Hasin,, 1996, The effect of major depression on alcoholism: Five year course., The American Journal on Addictions,, 10.3109/10550499608995671
Hauck,, 1977, Wald’s test as applied to hypotheses in logit analysis., Journal of the American Statistical Association., 10.2307/2286473
Heckman,, 1984, Longitudinal analysis of labor market data
Hedeker,, 1996, MIXREG: A computer program for mixed-effects regression analysis with autocorrelated errors., Computer Methods and Programs in Biomedicine,
Hedeker, 1997, Application of random-effects pattern-mixture models for missing data in longitudinal studies., Psychological Methods,, 10.1037/1082-989X.2.1.64
Hedeker, 1994, Random regression models for clustered data: With an example from smoking prevention research., Journal of Clinical and Consulting Psychology,, 10.1037/0022-006X.62.4.757
Henning,, 1996, Cognitive-behavioral treatment of incarcerated offenders: An evaluation of the Vermont Department of Corrections’ cognitive self-change program., Criminal Justice and Behavior,, 10.1177/0093854896023004001
Hertz-Picciotto,, 1997, Validity and efficiency of approximation methods for tied survival times in Cox regression., Biometrics,, 10.2307/2533573
Hicklin,, 1976, A model for mastery learning based on dynamic equilibrium theory., Journal of Mathematical Psychology,, 10.1016/0022-2496(76)90035-3
Hodges,, 1982, The child assessment schedule (CAS) diagnostic interview: A report on reliability and validity., Journal of the American Academy of Child Psychiatry,, 10.1016/S0002-7138(09)60796-2
Hofmann,, 1998, Centering decisions in hierarchical linear models: Theoretical and methodological implications for organizational science., Journal of Management,, 10.1177/014920639802400504
Hosmer,, 1999, Applied survival analysis: Regression modeling of time to event data
Hsieh,, 1995, A cautionary note on the analysis of extreme data with Cox regression., The American Statistician,, 10.2307/2684645
Hu,, 1996, Estimation from truncated lifetime data with supplementary information on covariates and censoring times., Biometrika,, 10.1093/biomet/83.4.747
Hull,, 1939, Simple trial and error learning: An empirical investigation., Journal of Comparative Psychology,, 10.1037/h0063640
Hull,, 1943, Principles of behavior
Hull,, 1952, A behavior system
Hurlburt,, 1996, Providing independent housing for the homeless mentally ill: A novel approach to evaluating long-term longitudinal housing patterns., Journal of Community Psychology,, 10.1002/(SICI)1520-6629(199607)24:3〈291::AID-JCOP8〉3.0.CO;2-#
Huttenlocher,, 1991, Early vocabulary growth: relation to language input and gender., Developmental Psychology,, 10.1037/0012-1649.27.2.236
Joreskog,, 1996, LISREL 8: User’s reference guide
Kalbfleisch,, 1973, Marginal likelihoods based on Cox’s regression and life model., Biometrika,, 10.1093/biomet/60.2.267
Kalbfleisch,, 1980, The statistical analysis of failure time data
Kaplan,, 1958, Nonparametric estimation from incomplete observations., Journal of the American Statistical Association,, 10.2307/2281868
Keats,, 1983, Ability measures and theories of cognitive development.
Keifer,, 1988, Economic duration data and hazard functions., Journal of Economic Literature,
Keiley,, 2002, Child abuse, neglect, and juvenile delinquency: How “new” statistical approaches can inform our understanding of “old” questions—a reanalysis of Widon, 1989
Keiley,, 2000, A cross-domain growth analysis: Externalizing and internalizing behavior during 8 years of childhood., Journal of Abnormal Child Psychology,, 10.1023/A:1005122814723
Killen,, 1997, Prospective study of risk factors for the initiation of cigarette smoking., Journal of Consulting and Clinical Psychology,, 10.1037/0022-006X.65.6.1011
Klein,, 1997, Survival analysis: Techniques for censored and truncated data, 10.1007/978-1-4757-2728-9
Kleinbaum,, 1982, Epidemiological research: Principles and quantitative methods
Kreft,, 1995, The effect of different forms of centering in hierarchical linear models., Multivariate Behavioral Research,, 10.1207/s15327906mbr3001_1
Kreft,, 1990, Comparing four different statistical packages for hierarchical linear regression: GENMOD, HLM, ML2, and VARCL
Lahey,, 1995, Psychobiology of conduct disorder.
Laird,, 1988, Missing data in longitudinal studies., Statistics in Medicine,, 10.1002/sim.4780070131
Laird,, 1981, Covariance analysis of censored survival data using log-linear analysis techniques., Journal of the American Statistical Association,, 10.2307/2287816
Lavori,, 1996, Analysis of the course of psychopathology: Transitions among states of health and illness., International Journal of Methods in Psychiatric Research,, 10.1002/(SICI)1234-988X(199612)6:4〈321::AID-MPR174〉3.3.CO;2-I
Lawless,, 1982, Statistical models and methods for lifetime data
Lee,, 1992, Statistical methods for survival data analysis
Linn,, 1977, The determination of the significance of change between pre- and posttesting periods., Review of Educational Research,, 10.3102/00346543047001121
Little,, 1995, Modeling the dropout mechanism in repeated-measures studies., Journal of the American Statistical Association,, 10.2307/2291350
Little,, 1987, Statistical analysis with missing data
Little,, 1998, Statistical techniques for analyzing data from prevention trials: Treatment of no-shows using Rubin’s causal model., Psychological Methods,, 10.1037/1082-989X.3.2.147
Long,, 1997, Regression models for categorical and limited dependent variables
Longford,, 1990, VARCL. Software for variance component analysis of data with nested random effects (maximum likelihood).
Longford,, 1993, Random coefficient models
Longford,, 1999, Standard errors in multilevel analysis., Multilevel Modeling Newsletter,
Lord,, 1963, Elementary models for measuring change.
MaCurdy,, 1998, An evaluation of the National Longitudinal Survey of Youth., Journal of Human Resources,, 10.2307/146435
Mare,, 1994, Discrete-time bivariate hazards with unobserved heterogeneity: A partially observed contingency table approach., Sociological Methodology,, 10.2307/270987
Mason,, 1988, Manual for GENMOD
Masse,, 1997, Behavior of boys in kindergarten and the onset of substance use during adolescence., Archives of General Psychiatry,, 10.1001/archpsyc.1997.01830130068014
McArdle,, 1986, Dynamic but structural equation modeling of repeated measures data.
McArdle,, 1986, Latent variable growth within behavior genetic models., Behavior Genetics,, 10.1007/BF01065485
McArdle,, 1989, A structural modeling experiment with multiple growth functions.
McArdle,, 1991, Structural models of developmental theory in psychology., Annals of Theoretical Psychology,, 10.1007/978-1-4615-3842-4_6
McArdle,, 1987, Covergence hypotheses modeled and tested with linear structural equations.
McArdle,, 1987, Latent growth curves within developmental structural equation models., Child Development,, 10.2307/1130295
McArdle,, 1991, Structural modeling of mixed longitudinal and cross-sectional data,, Experimental Aging Research,, 10.1080/03610739108253884
Mead,, 1975, A review of response surface methodology from a biometric point of view., Biometrics,, 10.2307/2529809
Meredith, W., & Tisak, J. (1984). “Tuckerizing” curves. Paper presented at the annual meeting of the Psychometric Society, Santa Barbara, CA.
Miller,, 1981, Survival analysis
Miller,, 1986, Beyond ANOVA, Basics of applied statistics
Mojtabai,, 1997, Factors affecting relapse in patients discharged from a public hospital: Results from survival analysis., Psychiatric Quarterly,, 10.1023/A:1025401621060
Mosteller,, 1977, Data analysis and regression: A second course in statistics
Murnane,, 1999, Do male dropouts benefit from obtaining a GED, postsecondary education, and training?, Evaluation Review,, 10.1177/0193841X9902300501
Murnane,, 1989, The influences of salaries and opportunity costs on teachers’ career choices: Evidence from North Carolina., Harvard Educational Review,, 10.17763/haer.59.3.040r1583036775um
Muthen,, 1989, Latent variable modelling in heterogeneous populations., Psychometrika,, 10.1007/BF02296397
Muthen,, 1991, Analysis of longitudinal data using latent variable models with varying parameters.
Muthen, B. O. (1992). Latent variable modeling of growth with missing data and multilevel data. Paper presented at the Seventh International Conference on Multivariate Analysis, Barcelona, Spain.
Muthén,, 1989, Multilevel aspects of varying parameters in structural models., 10.1016/B978-0-12-108840-8.50009-3
Myers,, 1991, The 3-year longitudinal course of suicidality and predictive factors for subsequent suicidality in youths with major depressive disorder., Journal of the American Academy of Child and Adolescent Psychiatry,, 10.1097/00004583-199109000-00017
Patterson, 1971, Recovery of inter-block information when block sizes are unequal., Biometrika,, 10.1093/biomet/58.3.545
Pepe,, 1993, Kaplan-Meier, marginal or conditional probability curves in summarizing competing risks failure time data., Statistics in Medicine,, 10.1002/sim.4780120803
Peto,, 1972, Discussion of Professor Cox’s paper.
Peto,, 1976, Design and analysis of randomized clinical trials requiring prolonged observation of each patient: Introduction and design., British Journal of Cancer,, 10.1038/bjc.1976.220
Pinheiro,, 1995, Approximations to the log-likelihood function in nonlinear mixed-effects models., Journal of Computational and Graphical Statistics,, 10.2307/1390625
Powers,, 1999, Statistical methods for categorical data analysis
Prentice,, 1978, Regression analysis of grouped survival data with application to breast cancer data., Biometrics,, 10.2307/2529588
Radloff,, 1977, The CES-D scale: A self report major depressive disorder scale for research in the general population., Applied Psychological Measurement,, 10.1177/014662167700100306
Raftery,, 1995, Bayesian model selection in social research., Sociological Methodology,, 10.2307/271063
Raftery,, 1996, Event history modeling of World Fertility Survey data., Mathematical Population Studies,, 10.1080/08898489609525426
Ramlau-Hansen,, 1983, Smoothing counting process intensities by means of kernel functions., Annals of Statistics,, 10.1214/aos/1176346152
Rasbash,, 1995, MLn Command Reference. Multilevel Models Project
Raudenbush,, 2002, Hierarchical linear models: Applications and data analysis methods
Raudenbush,, 1988, HLM: Hierarchical linear modeling
Raudenbush,, 1992, Growth curve analysis in accelerated longitudinal designs., Journal of Research in Crime and Delinquency,, 10.1177/0022427892029004001
Rayman,, 1995, Women science majors: What makes a difference in persistence to graduation?, Journal of Higher Education,, 10.2307/2943794
Robertson,, 1908, Sur la dynamique du systeme nerveux central., Archives of International Physiology,
Robertson,, 1909, A biochemical conception of memory and sensation., The Monist, 10.5840/monist19091938
Roderick,, 1994, Grade retention and school dropout: Investigating the association., American Educational Research Journal,, 10.3102/00028312031004729
Rogosa,, 1982, A growth curve approach to the measurement of change., Psychological Bulletin,, 10.1037/0033-2909.92.3.726
Rogosa,, 1985, Understanding correlates of change by modeling individual differences in growth., Psychometrika,, 10.1007/BF02294247
Rothenberg,, 1984, Hypothesis testing in linear models when the error covariance matrix is nonscalar., Econometrica,, 10.2307/1911186
Sargeant, 1990, Factors associated with 1-year outcome of major depression in the community., Archives of General Psychiatry,, 10.1001/archpsyc.1990.01810180019004
Scheike,, 1997, A discrete survival model with random effects: An application to time to pregnancy., Biometrics,, 10.2307/2533117
Schmueli,, 1999, Analysis and display of hierarchical lifetime data., The American Statistician,, 10.2307/2685734
Schoenfeld,, 1982, Partial residuals for the proportional hazards regression model., Biometrika,, 10.1093/biomet/69.1.239
Schukarew,, 1907, Uber die energetischen grundlagen des Gesetzes von Weber-Sechner und der Dynamik des Gedachtnisses., Annalen des Natur-philosophie,
Schwarz,, 1978, Estimating the dimensions of a model., Annals of Statistics,, 10.1214/aos/1176344136
Shanahan,, 1996, Adolescent paid labor and relationships with parents: Early work-family linkages., Child Development,, 10.2307/1131617
Siegfried,, 2001, So you want to earn a Ph.D. in economics?: How long do you think it will take?, Journal of Human Resources,, 10.2307/3069663
Singer,, 1993, Are special educators’ careers special?, Exceptional Children,
Singer,, 1998, Using SAS PROC MIXED to fit multilevel models, hierarchical models, and individual growth models., Journal of Educational and Behavioral Statistics,, 10.2307/1165280
Singer,, 2001, Fitting individual growth models using SAS PROC MIXED.
Singer,, 1998, Physician retention in community and migrant health centers: Who stays and for how long?, Medical Care,, 10.1097/00005650-199808000-00008
Singer,, 1998, Early child care selection: Variation by geographic location, maternal characteristics, and family structure., Developmental Psychology,, 10.1037/0012-1649.34.5.1129
Singer,, 1991, Modeling the days of our lives: Using survival analysis when designing and analyzing longitudinal studies of duration and the timing of events., Psychological Bulletin,, 10.1037/0033-2909.110.2.268
Singer,, 1993, It’s about time: Using discrete-time survival analysis to study duration and the timing of events., Journal of Educational Statistics,
Singer, J. D., & Willett, J. B. (2001, April). Improving the quality of longitudinal research. Paper presented at the Annual Meeting of the American Educational Research Association, Seattle, Washington.
Snijders,, 1994, Modeled variance in two-level models., Sociological Methods and Research,, 10.1177/0049124194022003004
Snijders,, 1999, Multilevel analysis: An introduction to basic and advanced multilevel modeling
Sorenson,, 1991, Depression in the community: An investigation into age of onset., Journal of Consulting and Clinical Psychology,, 10.1037/0022-006X.59.4.541
South,, 1995, Do you need to shop around: Age at marriage, spousal alternatives, and marital dissolution., Journal of Family Issues,, 10.1177/019251395016004002
South,, 2001, Time-dependent effects of wives’ employment on marital dissolution., American Sociological Review,, 10.2307/2657416
Stage,, 2001, Program evaluation using hierarchical linear modeling with curriculum-based measurement reading probes., School Psychology Quarterly,, 10.1521/scpq.16.1.91.19159
Strober,, 1996, Binge eating in anorexia nervosa predicts later onset of substance use disorder: A ten-year prospective, longitudinal follow-up of 95 adolescents., Journal of Youth and Adolescence,, 10.1007/BF01537546
Sueyoshi,, 1995, A class of binary response models for grouped duration data., Journal of Applied Econometrics,, 10.1002/jae.3950100406
Svartzberg,, 1995, Symptom improvement and its temporal course in short-term dynamic psychotherapy—A growth curve analysis., Journal of Nervous and Mental Disorders,, 10.1097/00005053-199504000-00010
Tanner,, 1964, The human growth curve.
Thurstone,, 1917, The learning curve equation., Psychological Bulletin,
Thurstone,, 1930, The learning function., Journal of General Psychology,, 10.1080/00221309.1930.9918225
Tisak,, 1990, Descriptive and associative developmental models.
Tivnan,, 1980, Improvements in performance on cognitive tasks: The acquisition of new skills by elementary school children
Tomarken,, 1997, Sleep deprivation and anti-depressant medication: Unique effects on positive and negative affect
Tuma,, 1984, Social dynamics: Models and methods
Turnbull,, 1974, Non-parametric estimation of a survivorship function with doubly censored data., Journal of the American Statistical Association,, 10.2307/2285518
Turnbull,, 1976, The empirical distribution function with arbitrarily grouped, censored and truncated data., Journal of the Royal Statistical Society,
Van, 1997, A note on the covariance structure in a linear model., The American Statistician,, 10.2307/2685406
Vaupel,, 1979, The impact of heterogeneity in individual frailty on the dynamics of mortality., Demography,, 10.2307/2061224
Vaupel,, 1985, Heterogeneity’s ruses: Some surprising effects of selection on population dynamics., The American Statistician,, 10.2307/2683925
Wheaton,, 1997, The impact of twenty childhood and adult traumatic stressors on the risk of psychiatric disorder., 10.1017/CBO9780511527623.003
Willett,, 1989, Some results on reliability for the longitudinal measurement of change: Implications for the design of studies of individual growth., Educational and Psychological Measurement,, 10.1177/001316448904900309
Willett,, 1994, Using covariance structure analysis to detect correlates and predictors of change., Psychological Bulletin,, 10.1037/0033-2909.116.2.363
Willett,, 1991, From whether to when: New methods for studying student dropout and teacher attrition., Review of Educational Research,, 10.3102/00346543061004407
Willett,, 1993, Investigating onset, cessation, relapse, and recovery: Why you should, and how you can, use discrete-time survival analysis to examine event occurrence., Journal of Consulting and Clinical Psychology,, 10.1037/0022-006X.61.6.952
Wolfinger,, 1993, Covariance structure selection in general mixed models., Communications in Statistics-Simulations,, 10.1080/03610919308813143
Wolfinger,, 1996, Heterogeneous variance-covariance structures for repeated measures., Journal of Agricultural, Biological, and Environmental Statistics,, 10.2307/1400366
Wu,, 1995, Premarital cohabitation and postmarital cohabiting union formation., Journal of Family Issues,, 10.1177/019251395016002005
Wu,, 1993, Family structure and the risk of a premarital birth., American Sociological Review,, 10.2307/2095967
Xie,, 1994, The log-multiplicative models for discrete-time, discrete-covariate event history data., Sociological Methodology,, 10.2307/270986
Xue,, 1997, Regression analysis of discrete time survival data under heterogeneity., Statistics in Medicine,, 10.1002/(SICI)1097-0258(19970915)16:17〈1983::AID-SIM628〉3.0.CO;2-3
Yamaguchi,, 1991, Event history analysis
Yamaguchi,, 1985, Dynamic relationships between premarital cohabitation and illicit drug use: An event history analysis of role selection and role socialization., American Sociological Review,, 10.2307/2095437
Yamaguchi,, 1987, Drug use and other determinants of premarital pregnancy and its outcome: A dynamic analysis of competing life events., Journal of Marriage and the Family,, 10.2307/352298
Young,, 1997, Which environmental variables are related to the onset of seasonal affective disorder?, Journal of Abnormal Psychology,, 10.1037/0021-843X.106.4.554