Statistical Methods

Full range of modern statistical approaches

Descriptive Statistics

  • Means and medians
  • Standard deviation
  • Frequency distributions
  • Percentiles and quartiles
  • Graphical representation

Parametric Tests

  • Student t-test
  • One-way ANOVA
  • Two-way ANOVA
  • Repeated measures ANOVA
  • Post-hoc tests

Non-parametric Tests

  • Mann-Whitney U test
  • Wilcoxon signed-rank
  • Kruskal-Wallis test
  • Friedman test
  • Chi-square test

Correlation Analysis

  • Pearson correlation
  • Spearman correlation
  • Partial correlation
  • Point-biserial
  • Cramer's V

Regression Analysis

  • Linear regression
  • Multiple regression
  • Logistic regression
  • Polynomial regression
  • Ridge/Lasso regression

Survival Analysis

  • Kaplan-Meier analysis
  • Cox regression
  • Log-rank test
  • Hazard ratios
  • Survival curves

Diagnostic Tests

  • ROC analysis
  • Sensitivity/Specificity
  • AUC calculation
  • Positive/Negative predictive value
  • Likelihood ratios

Advanced Methods

  • Meta-analysis
  • Mixed effects models
  • Factor analysis
  • Cluster analysis
  • Machine learning

Need a method not listed here?

We work with a wide range of statistical methods. Contact us to discuss your specific needs.

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