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Rstats 101

Learn R Programming Tips & Tricks for Statistics and Data Science

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Computing Correlation with R

rstats101 · August 17, 2022 ·

In this tutorial, we will learn how to compute correlation between two numerical variables in R using cor() function available in base R. Correlation between two numerical variables can range from -1 to +1, where -ve values suggest these two variables negatively correlated … [Read more...] about Computing Correlation with R

Filed Under: cor() in R Tagged With: compute correlation in R, pearson correlation in R, spearman correlation in R

seq() function to create sequences

rstats101 · August 15, 2022 ·

seq() function in R is one of the base R functions that is useful in creating sequences. In this tutorial, we will see multiple examples of creating sequence of numbers using seq() function. FIrst let us start with the simplest example of using seq() function. If you give a … [Read more...] about seq() function to create sequences

Filed Under: R Function, seq() Tagged With: seq() function examples, seq() function in R

How to Generate Random Numbers from Uniform Distribution

rstats101 · July 18, 2022 ·

In this tutorial, we will learn how to simulate or generate random numbers from uniform distribution. In R, with the in-built function runif() we can generate uniform random numbers. The basic usage of runif() function looks like this where n refers to the number of … [Read more...] about How to Generate Random Numbers from Uniform Distribution

Filed Under: R Function, runif() Tagged With: generate uniform random number

How to create a directory if it does not exist in R

rstats101 · July 12, 2022 ·

In this tutorial we will learn how to create a directory if it does not exist already using R. We will be using two base R functions, one of checking if a directory exists and the other for creating a directory. If a directory exists already we would not be creating it and if … [Read more...] about How to create a directory if it does not exist in R

Filed Under: dir.create(), dir.exists() Tagged With: create a directory if it does not exist in R

dplyr ends_with(): select columns that end with a suffix

rstats101 · July 6, 2022 ·

In this tutorial, we will learn how to select columns that ends with a string with multiple examples using dplyr and base R. With dplyr, we can use ends_with(), one of the select helper functions, to select columns that ends with a prefix/string. Similarly, in base R we have … [Read more...] about dplyr ends_with(): select columns that end with a suffix

Filed Under: dplyr ends_with(), endsWith() Tagged With: base R endsWith(), dplyr ends_with(), select columns ending with suffix

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%in% arrange() as.data.frame as_tibble built-in data R colSums() R cor() in R data.frame dplyr dplyr across() dplyr group_by() dplyr rename() dplyr rowwise() dplyr row_number() dplyr select() dplyr slice_max() dplyr slice_sample() drop_na R duplicated() gsub head() impute with mean values is.element() linear regression matrix() function na.omit R NAs in R near() R openxlsx pivot_longer() prod() R.version replace NA replace NAs tidyverse R Function rstats rstats101 R version scale() sessionInfo() t.test() tidyr tidyselect tidyverse write.xlsx

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