Dr. Magnús Örn Stefánsson

Knowledge in statistics and data analysis

 

Programs

Data Analysis & Mathematical Modelling:

  • SPSS
  • MINITAB
  • Vanture-Sim
  • Crystal Ball
  • STATISTICA
  • S-PLUS Statistical Programming
  • MS Excel
  • R-Statistical Programming

Databases:

  • Business Objects
  • Oracle Human Resource
  • Oracle Discoverer
  • MS Access
  • SQL

Genetics:

  • Micro-Checker
  • GENEPOP
  • F-stat
  • GENELAND
  • POPULATIONS
  • RstCalc
  • ARLEQUIN
  • GENETIX
  • PAST
  • BAPS
  • STRUCTURE
  • SPAGEDI
  • Oligo Explorer
  • BLAST
  • PCA-Gen
  • MEGA
  • GenBank
  • MAFFT Sequence Allignment

MethoDS

Experimental Design, Parametric Tests, Nonparametric Tests & Modelling:

  • Kolmogorov-Smirnov test
  • Levene's F test
  • t-test
  • Analysis of Variance (ANOVA)
  • Analysis of covariance
  • GCM
  • Two way nested ANOVA
  • Multivariate MANOVA
  • Kruskal-Wallis
  • Burnaby size adjustment
  • Discriminant function - DFA
  • Mann-Whitney
  • Spearman's rank correlation
  • Linear & quadratic equations
  • Fisher's omnibus
  • Fractional Factorial (FrF2)
  • Central Composite Design (CCD)
  • Response Surface Methods (RSM)
  • Optimization

Genetics & Evolution:

  • Analysis of Molecular Variance
  • Fisher's exact test
  • Linkage disequilib.
  • Evolutionary history
  • Spatial correlation of genot.
  • Time of divergence
  • Bayesian Monte Carlo simulat.
  • Dendrograms
  • PCA
  • Isolation by distance
  • ρRST Monte Carlo simulat.
  • F- & R-statistics
  • HW equilibrium
  • Mutation vs. drift
  • Marker neutrality
  • Data mining

Finance:

  • Financial statement analysis
  • Relative valuation
  • CAPM