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Biometrics, ISSN 0006-341X, 9/2016, Volume 72, Issue 3, pp. 1003 - 1005
Li, Fine and Brookhart (2015) presented an extension of the two-stage least squares (2SLS) method for additive hazards models which requires an assumption that... 
Two stage residual inclusion | unmeasured confounding
Journal Article
Biometrics, ISSN 0006-341X, 09/2016, Volume 72, Issue 3, pp. 1003 - 1005
Summary Li, Fine, and Brookhart (2015) presented an extension of the two‐stage least squares (2SLS) method for additive hazards models which requires an... 
Two‐stage residual inclusion | Unmeasured confounding | Two-stage residual inclusion | STATISTICS & PROBABILITY | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Least-Squares Analysis | Models, Statistical | Computer Simulation | Humans | Proportional Hazards Models | Analysis | Censorship
Journal Article
Journal of the Royal Statistical Society: Series B (Statistical Methodology), ISSN 1369-7412, 06/2016, Volume 78, Issue 3, pp. 673 - 700
Summary The estimation of average treatment effects based on observational data is extremely important in practice and has been studied by generations of... 
Sieve estimator | Propensity score | Treatment effects | Global semiparametric efficiency | Studies | Statistical methods | Statistical analysis | Calibration | Medical treatment | Asymptotic properties | Estimating | Regression | Influence functions | Empirical analysis | Estimators | Variance
Journal Article
Statistica Sinica, ISSN 1017-0405, 2020
Journal Article
Biometrika, ISSN 0006-3444, 09/2013, Volume 100, Issue 3, p. 764
  We show that relative mean survival parameters of a semiparametric log-linear model can be estimated using covariate data from an incident sample and a... 
Studies | Survival analysis | Mathematical models | Estimating techniques | Regression analysis | Statistical inference
Journal Article
Biometrika, ISSN 0006-3444, 03/2013, Volume 100, Issue 1, p. 269
  We show that the proportional likelihood ratio model proposed recently by Luo & Tsai (2012) enjoys model-invariant properties under certain forms of... 
Studies | Parameter estimation | Simulation | Mathematical models | Estimating techniques | Maximum likelihood method
Journal Article
Statistical Science, ISSN 0883-4237, 8/2014, Volume 29, Issue 3, pp. 380 - 396
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 01/2017, Volume 112, Issue 517, pp. 351 - 362
Journal Article
Biometrika, ISSN 0006-3444, 3/2013, Volume 100, Issue 1, pp. 269 - 276
We show that the proportional likelihood ratio model proposed recently by Luo & Tsai (2012) enjoys model-invariant properties under certain forms of... 
Miscellanea | Pairwise pseudolikelihood | U-statistic | Double truncation | Nonignorable missingness | REGRESSION | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | STATISTICS & PROBABILITY
Journal Article
Biometrika, ISSN 0006-3444, 06/2016, Volume 103, Issue 2, p. 273
  We study nonparametric maximum likelihood estimation for the distribution of spherical radii using samples containing a mixture of one-dimensional,... 
Studies | Parameter estimation | Estimation bias | Maximum likelihood method
Journal Article
Annals of Allergy, Asthma & Immunology, ISSN 1081-1206, 2013, Volume 111, Issue 6, pp. 516 - 522
Abstract Background Few studies have examined recent trends in medical expenditures and outcomes in patients with asthma. Objective To examine the level and... 
Allergy and Immunology | UNITED-STATES | GLOBAL STRATEGY | MANAGEMENT | MODELS | ALLERGY | EXPENDITURES | ADMINISTRATIVE DATA-BASES | RISK | IMMUNOLOGY | BURDEN | CHARLSON COMORBIDITY INDEX | CHILDREN | Humans | Middle Aged | Child, Preschool | Cost of Illness | Infant | Male | Patient Outcome Assessment | Asthma - economics | Health Expenditures - trends | Adolescent | Adult | Female | Health Status | Child | Infant, Newborn
Journal Article
Biometrics, ISSN 0006-341X, 12/2017, Volume 73, Issue 4, pp. 1150 - 1160
Recurrent events together with longitudinal measurements are commonly observed in follow-up studies where the observation is terminated by censoring or a... 
Left truncation | Counting process | Backward process model | Informative censoring | Informative sampling | Time-adjusted model
Journal Article
Biometrika, ISSN 0006-3444, 9/2013, Volume 100, Issue 3, pp. 764 - 770
We show that relative mean survival parameters of a semiparametric log-linear model can be estimated using covariate data from an incident sample and a... 
Miscellanea | Prevalent cohort | Empirical likelihood | Proportional mean residual life model | Accelerated failure time model | Biased sampling | Propensity score | REGRESSION-MODELS | STATISTICS & PROBABILITY | ESTIMATOR | COX MODEL | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | LIFE
Journal Article
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