Biostatistical Techniques Available
Techniques and skills are categorised by Biostatistics capabilities and CEMR capabilities. Biostatistics capabilities is listed below.
Biostatistics
Data Clinic has an exhaustive array of biostatistics methods and statistical analysis techniques available.
If you have a biostatistics team, we can supplement their work and increase resource numbers during project cycles, based on your team specification.
We can also provide program management and tailoring of biostatistics programmes for organisations. If you dont have in-staff capability (or you wish to extend your capabilities) we can provide you outsourced biostatistics services. Data Clinic can help explain what is the best biostatistics methods that suit your objectives and we can tailor programmes to your individual needs.
Below is a table of all the analysis Data Clinic provides:
Analysis Classification | Sub-classification | Outcome |
z test/ t test | Continuous | |
| Score, wald, log likelihood test | - |
Odds Ratio | Binary | |
| Maentel Haenzel OR | Binary |
| Relative Risk | Binary |
| Risk Difference | Binary |
Simple or Univariate Lin Reg | Continuous | |
| Multiple Lin Reg | Continuous |
| ANOVA | Continuous |
Advance Categorical Data Analysis |
|
|
Nominal | Summary results of Binary Outcomes | |
| Ordinal | Categories |
| Binary | Binary |
| Binomial | Summary of Series of Binary Bernouli Trials |
| Event Rate or Count Data | |
| Cell Frequency | |
Exponential Distribution | Continuous | |
| Negative Binomial Distribution | Summary of Series of Binary Bernouli Trials |
| Gamma Distribution | Continuous |
Random Effects (best one) | Time Series | |
Fixed Effects | Studies | |
| Random Effects (not used) | Studies |
Continuous outcome | Continuous | |
| nominal outcome | Binary |
| ordinal outcome | Categories |
Special Cause |
| |
| Common Cause |
|
| Shewart | Continuous, Nominal, Count |
| CUSUM Chart | Continuous, Proportion, Count |
| EWMA Chart | Continuous, Proportion, Count |
Single / Recurrent Event / Competing Risk / Time varying Covariates | Time to Event | |
| Prognostic Risk Models | Logistic Regression/Survival Analysis | Binary/Time to Event |
Other Biostatistics
We at Data Clinic have an exhaustive number of methods and statistics programmes available to us that can be used in a tailored bio-statistics service to target exactly what you are trying to achieve.
This includes all necessary Assumption Testing, Design of Experiments, Design of Randomised Control Trials (including sample sizing and power analysis), Analysis in Stata, Writeup of Results and Statistical Section