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Basic, intermediate and advanced Epidemiology and
Biostatistical methods often used in applied HIV Epidemiology
studies: |
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Sampling in Epidemiologic studies; |
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Outbreak investigation analyses; |
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Analyses of categorical/binary data (incl.
comparison of proportions);
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Life-table and Kaplan-Meir analyses; |
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Reliability/inter-rater agreement analyses; |
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Standardization analyses, etc; |
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Simple, stratified and multivariate/adjusted analyses (incl. linear
and multiple regression, multiple logistic and polytonous
logistic regression); |
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Analyses of cohort and case-control study data
(including matched studies) using multiple logistic
regression, Cox proportional-hazards regression, etc); |
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Analyses of HIV/infectious disease outbreak and
social/partner network investigation data;
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Social network and cluster analyses;
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Time-series analyses; |
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Path analyses; |
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Evaluation analyses of surveillance systems and
screening programs (incl.analyses of completeness and
timeliness of reporting; analyses of sensitivity and
specificity of case definitions, matching algorithms and
screening tests); |
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Issues and approaches in
health data collection: |
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Collecting data from case interviews |
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Collecting data from medical records |
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Collecting data from laboratory reports (or
pathology reports) |
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Collecting data from vital statistics records
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Data Management |
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Creating a database for a health data set using various
methods:
Database development using MS Access (non-web); Web databases using ASP & MS Access, MySQL, PHP,
CGI |
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Arrays of datasets; |
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Merging Datasets to Add Cases; |
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Merging Datasets to Add Variables: matching (record linkage)
of datasets; |
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Cleaning datasets; |
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Getting
started using statistical software to analyze and characterize
Epidemiologic data
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SAS |
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SPSS |
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STATA
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EpiInfo |
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Mapping/GIS Software, including ArcView
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Approaches/strategies for
conducting record-linkage |
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Using
statistical software |
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Using other software, e.g.
SQL, OTS record-linkage software, etc |
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Internet Presentations |
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How
to do a PowerPoint presentation broadcast with multiple
viewers of less than 10 terminals/viewers through the internet
Click Here for PowerPoint Presentation of Tutorial |
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