# Tag Archives: R-Statistics

The confidence interval signifies how much uncertainty is present in statistical data. In other words, it is defined as an interval that depicts a population… Read More
In this article, we will discuss how to calculate Levenshtein Distance in the R Programming Language.  The Levenshtein distance between two strings is the minimum… Read More
In this article, we will learn how to simulate Bivariate and Multivariate Normal distribution in the R Programming Language. To simulate a Multivariate Normal Distribution… Read More
Point estimation is a technique used to find the estimate or approximate value of population parameters from a given data sample of the population. The… Read More
In this article, we will discuss how to calculate the AUC (Area under Curve) of the ROC (Receiver Operating Characteristic) curve in the R Programming… Read More
In this article, we will discuss how to calculate deciles in the R programming language.  Deciles are numbers that split a dataset into ten groups,… Read More
In this article, we are going to calculate Mahalanobis distance in R Programming Language. Mahalanobis distance is used to calculate the distance between two points… Read More
In this article, we will discuss how to calculate Partial Correlation in the R programming language. Partial Correlation helps measure the degree of association between… Read More
In this article, we will be looking at the different approaches to calculate a bootstrap standard error using various packages and their functionalities in the… Read More
In this article, we will be looking at the various techniques to scale data,  Min-Max Normalization, Z-Score Standardization, and Log Transformation in the R programming… Read More
Jaccard Similarity also called as Jaccard Index or Jaccard Coefficient is a simple measure to represent the similarity between data samples. The similarity is computed… Read More
In this article, we will learn how to calculate Cronbach’s Alpha in the R Programming Language. Cronbach’s Alpha helps us to measure the internal consistency… Read More
In this article, we are going to see how to calculate the excepted value using R Programming Language. A probability distribution describes all the possible… Read More
In this article, we will discuss how to calculate conditional probability in R programming language. The probability of occurrence of one event conditioned over the… Read More
In this article, we will be looking at different methods to use xtabs() function to calculate frequencies in the R programming language. xtabs() function: This… Read More