With over 11 years of professional experience in medical research and data analytics, I possess a robust skill set in conducting comprehensive data analysis and producing scholarly written content. My...
Has met high performance criteria and has a proven track record for meeting client expectations.
About this Gig
This gig include following services;
Data Collection: Extract essential information from each study, including sample sizes, effect sizes, and variability measures.
Effect Size Calculation: Calculate or obtain effect sizes for each study. odds ratios, risk ratios, hazard ratios, and mean differences.
Weighting Studies: Assign weights to each study based on factors such as sample size, study quality, and precision of the effect estimate.
Standardization: Standardize effect sizes if studies use different scales or units to measure outcomes. This allows for meaningful comparison across studies.
Pooling Effect Sizes: Combine the standardized effect sizes from individual studies to obtain an overall summary effect size. fixed-effects model and the random-effects model.
Heterogeneity Assessment: Evaluate the degree of variation (heterogeneity) among study results using statistical tests like the Q-test and the I² statistic.