Tagged: hypothesis testing

Normal Distribution in R

Normal Distribution in R, also known as the Gaussian distribution, is a probability distribution that is frequently used in statistics and probability theory to describe continuous random variables. It has a bell-shaped curve, which...

Type II Error in R

Type II Error in R, we will discuss the concept of Errors in Hypothesis Testing, explore the different types of errors that may arise during this process, and learn how to calculate them. Hypothesis...

What are the differences between Association and Correlation

Differences between Association and Correlation, In this article, we are talking about major differences between association & correlation and measure of association of attributes like when, notations and terminology, order classes, different methods, etc… When do...

What is mean by the correlation coefficient?

What is mean by the correlation coefficient, To obtain a measure of the relation between X and Y independent of units of measurements. Karl Pearson in 1890 developed a measure of relationship and it’s...

Proportion test in R

A proportion test is a statistical method used to compare proportions or percentages between one or more groups. It helps determine whether observed differences in proportions are statistically significant or simply due to random...