Statistical Concepts in R
- Instructor Unique
- Original
- Video Training
Statistical Concepts in R explores probability, hypothesis testing, regression analysis, data distribution, and inferential statistics using R programming, enabling accurate data interpretation, evidence-based decisions, and efficient quantitative research analysis across industries.
Statistical Concepts in R
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1 Year Access 
Level 3 
16 Students -
6 days, 6 hours
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Learning Outcome
- Develop a thorough understanding of basic and advanced statistical theory.
- Learn how to fully and correctly interpret the results.
- Know how to get reproducible results with every type of analysis carried out in the course.
- Learn how to deal with real issues in statistical modelling.
- Be able to perform simple and advanced statistical analyses in R.
- Know how to present results in papers and reports correctly.
- Learn how to make accurate predictions based on your regression results.
Description
The Statistical Concepts in R is the best way for you to gain deep insight and knowledge of this topic. You will learn from industry experts and obtain an endorsed certificate after completing the course. Enrol now for a limited-time discounted price.
Like all the courses of One Education, this Statistical Concepts in R is designed with the utmost attention and thorough research. All the topics are broken down into easy to understand bite-sized modules that help our learners to understand each lesson very easily.
We don’t just provide courses at One Education; we provide a rich learning experience. After purchasing a course from One Education, you get complete 1-year access with tutor support.
Our expert instructors are always available to answer all your questions and make your learning experience exquisite.
After completing the Statistical Concepts in R, you will instantly get an e-certificate that will help you get jobs in the relevant field and will enrich your CV.
If you want to learn about this topic and achieve a certificate, you should consider this Statistical Concepts in R from One Education.
There are no extra fees or exam charges. We are very upfront and clear about all the costs of the course.
Course Design
The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace.
You are taught through a combination of
- Video lessons
- Online study materials
Certificate of Achievement
Endorsed Certificate of Achievement from the Quality Licence Scheme
After successfully completing the course, learners will be able to order an endorsed certificate as proof of their new achievement. Endorsed certificates can be ordered and get delivered to your home by post for only £79. There is an additional £10 postage charge for international students.
CPD Certification from One Education
After successfully completing the assessment of this course, you will qualify for the CPD Certificate from One Education as proof of your continued skill development. Certification is available in PDF format, at the cost of £9, or a hard copy can be sent to you via post, at the cost of £15.
Endorsement
This course has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course is not regulated by Ofqual and is not an endorsed lesson. One Education will be able to advise you on any further recognition, for example, progression routes into further and/or higher education. For further information, please visit the Learner FAQs on the Quality Licence Scheme website.
Method of Assessment
To assess your learning, you have to complete the assignment questions provided at the end of the course. You have to score at least 60% to pass the exam and to qualify for Quality Licence Scheme endorsed, and CPD endorsed certificates.
After submitting the assignment, our expert tutor will assess your assignment and will give you feedback on your performance.
After passing the assignment exam, you will be able to apply for a certificate.
Why Study This Course
Whether you’re an existing practitioner or aspiring expert, this course will enhance your expertise and boost your CV with key skills and an endorsed lesson attesting to your knowledge.
The Statistical Concepts in R is open to all, with no formal entry requirements. All you need is a passion for learning, a good understanding of the English language, numeracy and IT, and to be over the age of 16.
Course Curriculum
| Module 01: Introduction to the Course | |||
| Introduction | 00:03:00 | ||
| Module 02: Simple Linear Regression | |||
| Install R, RStudio and Basic Functionality | 00:08:00 | ||
| Basics of Linear Regression | 00:03:00 | ||
| Basics of Linear Regression continued | 00:03:00 | ||
| Module 03: Linear Regression Analysis | |||
| Linear Relationships | 00:09:00 | ||
| Line of Best Fit, SSE and MSE | 00:05:00 | ||
| Linear Regression Analysis Continued | 00:02:00 | ||
| Regression Results and Interpretation | 00:11:00 | ||
| Predicting Future Profits | 00:13:00 | ||
| Statistical Validity Tests | 00:09:00 | ||
| Statistical Validity Discussion | 00:07:00 | ||
| Module 04: Multiple Linear Regression | |||
| Multiple Linear Regression | 00:06:00 | ||
| Importing the data | 00:04:00 | ||
| Correlation Matrix and MLR | 00:08:00 | ||
| MLR Results and ANOVA | 00:07:00 | ||
| The Best Model? | 00:05:00 | ||
| Interaction Terms and Validity Testing | 00:18:00 | ||
| ANOVA and Predictions | 00:18:00 | ||
| Module 05: Non-linear Regression | |||
| Non-linear Regression (and Recap) | 00:07:00 | ||
| Logistic Regression Overview | 00:22:00 | ||
| Logistic Regression: Odds, Logs and Poisson | 00:13:00 | ||
| Logistic Regression: Fitting the Models in R | 00:24:00 | ||
| Assignment | |||
| Assignment – Statistical Concepts in R | 6 days, 3 hours | ||
| Order Your Certificate | |||
| Order Your Certificate QLS | 00:00:00 | ||
Statistical Concepts in R