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University of Canterbury
Professional Certificate inStatistical Analysis in R
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What you will learn

  • Basics of statistical inference, confidence intervals and hypothesis testing. Commonly used tests. Pvalues, statistical and practical significance.
  • Analysis of Variance (ANOVA) and post-hoc tests. Diagnostics, implementation and interpretation using R.
  • Numerical Methods: The use of simulations, nonparametric bootstrap and permutation tests using R.
  • Linear Regression, Analysis of Variance with Covariates (ANCOVA), Generalised Linear Models (GLMs) and Mixed Effects Linear models using R.
  • Basics of power analysis (sample size evaluation) and some thoughts on experimental design.

  • Expert instruction
    2 skill-building courses
  • Self-paced
    Progress at your own speed
  • 3 months
    5 - 10 hours per week
  • Discounted price:$556.20 Original price:$618.00 USD
    For the full program experience

Courses in this program

UCx's Statistical Analysis in R Professional Certificate

Meet your instructor
from University of Canterbury (UCx)

Elena Moltchanova
Elena Moltchanova

Professor of Statistics

University of Canterbury

Experts from University of Canterbury (UCx) committed to teaching online learning

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Discounted price:$556.20 Original price:$618.00 USD

2 courses in 3 months

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