About this Professional Certificate
Applied Statistical Data Analysis Using R professional certificate is directed at people with limited statistical background and no practical experience who have to do data analysis, as well as those who are “out of practice”. The course is practice orientated, aiming to give learners an understanding of why the method works, how to implement it using R, when to apply it and where to look if the particular method is not applicable in the specific situation.
What you'll 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.
| From | University of Canterbury via edX |
|---|---|
| Hours | 6 |
| Instructor | Elena Moltchanova |
| Language | English |
| Subjects | Mathematics |
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Courses in this Professional Certificate
Listed in the order in which they should be taken
| Starts | Course Information | |
|---|---|---|
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On Demand |
Basics of Statistical Inference and Modelling Using R Basics of Statistical Inference and Modelling Using R is part one of the Statistical Analysis in R professional certificate. This course is directed at people with limited... edX | University of Canterbury |
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On Demand |
Advanced Statistical Inference and Modelling Using R Advanced Statistical Inference and Modelling Using R is part two of the Statistical Analysis in R professional certificate. This course is directed at people who are already... edX | University of Canterbury |
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&
| From | University of Canterbury via edX |
|---|---|
| Hours | 6 |
| Instructor | Elena Moltchanova |
| Language | English |
| Subjects | Mathematics |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Institutional Research Specialist in Data Analysis $42k
Professional-Data Analysis - SQL $63k
Business and Data Analysis $67k
Data Management and Analysis Fellowship - CDC $68k
Data Analyst, Marketing & Analysis $68k
Senior Data Analyst, Marketing & Analysis $77k
Data Scientist (Social Network Analysis) $84k
Analyst, R&D IT and Data Analysis Lead $88k
Data Management and Analysis Tech. $94k
Senior Data Analysis - ITSM Analyst $101k
Senior Data Analysis Engineer u2013 Engineering Data Analysis $149k
Data Architect - Financial Planning and Analysis $156k
Similar Courses
Sorted by relevance
