Elena Moltchanova

A Professor of Statistics at the University of Canterbury, Christchurch, New Zealand. Elena's research interests include Applied Bayesian spatio-temporal modelling, epidemiology and modelling of extreme events.

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Advanced Statistical Inference and Modelling Using R (edX)

Self Paced
Advanced Statistical Inference and Modelling Using R (edX)
Course Auditing
EdX
University of Canterbury
UCx
Categories
Sci: Mathematics
Statistics & Data Analysis
Effort
Intermediate
Self-Paced
5-10 Hours/Week
Languages
English
English
Advanced Statistical Inference and Modelling Using R (edX)
Extend your knowledge of linear regression to the situations where the response variable is binary, a count, or categorical as well as to hierarchical experimental set-up. Advanced Statistical Inference and Modelling Using R is part two of the Statistical Analysis in R professional certificate. This course is directed at [...]
Statistical Analysis in R Professional Certificate
Statistical Inference
R Language
R Programming
Modeling
GLMs
Generalized Linear Models
Data Visualization
Data Analysis
Linear Regression
Statistical Analysis
View more details
Self Paced
Course Auditing
EdX
University of Canterbury
UCx
Sci: Mathematics
Statistics & Data Analysis
Intermediate
Self-Paced
5-10 Hours/Week
287.00 EUR
English
English

Basics of Statistical Inference and Modelling Using R (edX)

Self Paced
Basics of Statistical Inference and Modelling Using R (edX)
Course Auditing
EdX
University of Canterbury
UCx
Categories
Sci: Mathematics
Statistics & Data Analysis
Effort
Intermediate
Self-Paced
5-10 Hours/Week
Languages
English
English
Basics of Statistical Inference and Modelling Using R (edX)
Learn why a statistical method works, how to implement it using R and when to apply it and where to look if the particular statistical method is not applicable in the specific situation. Basics of Statistical Inference and Modelling Using R is part one of the Statistical Analysis in [...]
Statistical Analysis in R Professional Certificate
Statistical Inference
Modeling
Exploratory Data Analysis
Numerical Methods
ANOVA
Central Limit Theorem
R Programming
Statistics
Data Analysis
Statistical Analysis
View more details
Self Paced
Course Auditing
EdX
University of Canterbury
UCx
Sci: Mathematics
Statistics & Data Analysis
Intermediate
Self-Paced
5-10 Hours/Week
287.00 EUR
English
English

Advanced Bayesian Statistics Using R (edX)

Self Paced
Advanced Bayesian Statistics Using R (edX)
Course Auditing
EdX
UCx
University of Canterbury
Categories
Statistics & Data Analysis
Data Science
Effort
Advanced
Self-Paced
5-10 Hours/Week
Languages
English
English
Advanced Bayesian Statistics Using R (edX)
Now that you know the basics of Bayesian inference, dive deeper to explore its richness and flexibility more fully. Let’s take a closer look at modeling latent variables, Bayesian model averaging, generalised linear models, and MCMC methods. Advanced Bayesian Data Analysis Using R is part two of the Bayesian [...]
Bayesian Statistics Using R Professional Certificate
Bayesian Statistics
Bayesian Inference
Markov Chain Monte Carlo
MCMC
R Programming
Algorithms
Machine Learning
Data Analysis
Calculus
Biostatistics
View more details
Self Paced
Course Auditing
EdX
UCx
University of Canterbury
Statistics & Data Analysis
Data Science
Advanced
Self-Paced
5-10 Hours/Week
157.00 EUR
English
English

Introduction to Bayesian Statistics Using R (edX)

Self Paced
Introduction to Bayesian Statistics Using R (edX)
Course Auditing
EdX
University of Canterbury
UCx
Categories
Data Science
Statistics & Data Analysis
Effort
Beginner
Self-Paced
5-10 Hours/Week
Languages
English
English
Introduction to Bayesian Statistics Using R (edX)
Learn the fundamentals of Bayesian approach to data analysis, and practice answering real life questions using R. Basics of Bayesian Data Analysis Using R is part one of the Bayesian Data Analysis in R professional certificate. Bayesian approach is becoming increasingly popular in all fields of data analysis, including [...]
Bayesian Statistics Using R Professional Certificate
Bayesian Statistics
R Programming
Data Analysis
Markov Chain Monte Carlo
MCMC
ANOVA
Bayesian Inference
Deep Learning
Data Mining
View more details
Self Paced
Course Auditing
EdX
University of Canterbury
UCx
Data Science
Statistics & Data Analysis
Beginner
Self-Paced
5-10 Hours/Week
157.00 EUR
English
English