# Statistics for Data Analysis Using R

## What you’ll learn?

• You will first learn the basic statistical concepts, followed by application of these concepts using R Studio. This course is a nice combination of theory and practice.
• Descriptive Statistics – Mean, Mode, Median, Skew, Kurtosis.
• Inferential Statistics – One and two sample z, t, Chi Square, F Tests, ANOVA, TukeyHSD and more.
• Probability Distributions – Normal, Binomial and Poisson.
• You will learn R programming from the beginning level.

#### Requirements

• Basic school level mathematics will be helpful.

#### Description

Perform simple or complex statistical calculations using R Programming! – You don’t need to be a programmer for this 🙂

Learn statistics, and apply these concepts in your workplace using R.

The course will teach you the basic concepts related to Statistics and Data Analysis,  and help you in applying these concepts. Various examples and data-sets are used to explain the application.

I will explain the basic theory first, and then I will show you how to use R to perform these calculations.

Following areas of statistics are covered:

Descriptive Statistics – Mean, Mode, Median, Quartile, Range, Inter Quartile Range, Standard Deviation. (Using base R function and the psych package)

Data Visualization – 3 commonly used charts: Histogram, Box and Whisker Plot and Scatter Plot (using base R commands)

Probability – Basic Concepts, Permutations, Combinations (Basic theory only)

Population and Sampling – Basic concepts (theory only)

Probability Distributions – Normal, Binomial  and Poisson Distributions (Base R functions and the visualize package)

Hypothesis Testing – One Sample and Two Samples – z Test, t-Test, F Test, Chi-Square Test

ANOVA – Perform Analysis of Variance (ANOVA) step by step doing the manual calculation and by using R.

##### Who this course is for:
• Anyone who want to use statistics to make fact based decisions.
• Anyone who wants to learn R and R Studio for career in data science.
• Anyone who thinks Statistics is confusing and wants to learn it in plain and simple language.

See more Statistics Courses

### Writing in the Sciences

Online Course. We, health economists, are “number” persons. Most of us don’t like writing. Yet, ... Read more

### Pivot Tables, Power Pivot Tables, Power Query & Power BI

Online Course. 5 Course Excel Bundle: Microsoft Excel, Pivot Tables, Power Pivot Tables, Power Query ... Read more

### Introduction to Microsoft Excel VBA

Online Course. Learn Microsoft Excel VBA Fundamentals (Excel 2010, 2013, 2016) What you’ll learn? Requirements ... Read more

### Budgeting and Scheduling Projects

Online Course. Do you want to progress your career? Continue learning new. Earn a certificate ... Read more

### Data Science Bootcamp 2020

Complete Data Science Training: Mathematics, Statistics, Python, Advanced Statistics in Python, Machine & Deep Learning. ... Read more

### Excel VBA: How to Write Macros Like a Professional

Online Course. Learn how to write real-world Excel VBA Macros from scratch. No experience required. ... Read more