Statistics and
Econometric Analyses
Cedar
Associates LLC conducts statistical and econometric analyses of
retrospective databases, clinical trial data, and administrative claims
data. Our staff has experience programming in SAS, STATA, S-Plus,
Mathematica, and R-statistical language. Our analyses have been
published in peer-reviewed journals, submitted to FDA, and submitted to
reimbursement agencies (CMS, UK NICE). Having worked on more than 100
clinical trials, we have experience with survival models, ANOVA models,
multivariate regression (Cox, GLM, GEE, fixed and random effect models,
logistic), time series, and Bayesian methods and forecasting. We also
emphasize clarity in our preparation using state-of-the-art graphics
and presentation styles. We also have extensive experience in data
cleaning and management.
Recent
Projects
Relationship
between Antiretroviral Prescribing Patterns and Treatment Guidelines in
Treatment-Naïve, HIV-1 Infected U.S. Veterans: 1992-2004
We
evaluated ARV prescribing patterns among ARV treatment-naïve
veterans who were receiving care within the U.S. Department of Veterans
Affairs (VA) from 1992 thru 2004 in comparison to evolving adult HIV-1
treatment guidelines. ARV data were analyzed using the US
Department of Veterans Affairs immunological case registry (ICR), which
contains demographic and clinical data from VA clinical records. The
results of this project are to published soon in JAIDS.
Forecasting
Visual Acuity in Patients with Clinical Significant Macular Edema.
Cedar
undertook a secondary analysis of the largest randomized controlled
trial of eye diseases, the Early Treatment of Diabetic Retinopathy
Study (ETDRS), provided to us by the National Eye Institute of the NIH.
We assessed using multivariate regression and time-series models the
predictors of worsening visual acuity among patients with clinical
significant macular edema. This study is intended to inform FDA
deliberations concerning optimal endpoints of randomized trials for
this condition.
Safety
and Efficacy of Treatments of Diabetic Macular Edema
Cedar
was asked to reanalyze the results of a randomized controlled trial,
the results of which have been published, to assist FDA in better
understanding implications of different clinical endpoints of
randomized trials for this condition. Our analyses involved using
extensive exploratory graphical methods and analyses of trends to
reveal the most reliable and credible markers of disease progression.
Forecasting
Numbers of Enrollees and Costs of HRSA’s AIDS Drug Assistance
Program (ADAP)
Dr.
Hornberger was the Principal Investigator of a project to assess trends
in the number of enrollees and costs of the Health Resources and
Services Administration’s ADAP. He used time-series
analyses to derive these forecasted estimates. The findings were used
by HRSA and other government agencies to inform the recent
reauthorization of the Ryan White Care Act.