R is one of the most important languages in the field of data analysis and analytics, and so the multiple linear regression in R carries importance. It defines the case where a single response variable Y is linearly dependent on multiple predictor variables. What is Multiple Linear Regression? A technique used for predicting a variable result that depends on two or more variables is a multilinear regression. It is also called multiple regression. It is a linear regression extension. The calculated variable is the dependent variable, which is referred to as independent or informative variables in the variables used to predict the dependent variable meaning. Multilinear regression allows researchers to assess the model variance and the relative contribution of each independent variable. Multiple regression is of two forms, linear and nonlinear regression. The general mathematical equation for multiple regression is − y = b + b1x1 + b2x2 +...bnxn Description of the parameters used…
Posts published in December 2020
In this article, you will learn the basics behind a very popular statistical model, the linear regression. What is Linear Regression In statistics, linear regression is a linear approach to modeling the relationship between a scalar response…
From an office presentation to a team lead meeting, from a school presentation to an extempore competition, and from a seminar to a workshop meeting- Public speaking surprises us at…
Do you have a wild imagination and an inquisitive mind? Does scripts, books, dialogue delivery intrigue you? And do you feel like doing it yourself? Then you can give a…
In this article, you’ll learn Statistical functions used in R. We will also be each one of them with an example and various ways to use them for better understanding.…
Email writing has penetrated our lives from every aspect. Workplace, Government, Courts, Business, inviting a friend, or even when applying for a job- you indite an email. Despite being an…
Writing a flamboyant resume is your first step-towards the paycheck. And, honestly a crucial one! It’s your first impression of the recruiter. And you know, what they say about the…
People remain uncertain when it comes to summarizing actual data easily in R. There are a variety of choices. So who is the right one? I addressed the query below. At first, you must pick one. And become an expert on this. That’s how you’re going to switch to the next. In this article, I will discuss the primary methods of summarizing data sets. Let’s hope this makes the trip much smoother than it seems. Methods for summarizing data in R apply() Apply function returns a vector or array or a list of values achieved by applying a function to rows or columns. This is the easiest of all the tasks that can do this work. However, this feature is very unique to either row or column collapsing. Usage Arguments Values Description x an array, including a matrix. MARGIN a vector giving the subscripts which the function will be applied over. E.g., for…
Have you always felt daunted whenever it comes to writing skills? In school days, even I had a chill run up the spine at the name of the writing skills…
If you are of the view that writing skills are a part of a mere digital marketer or content writers’ bubble, then you are highly mistaken. Gone are those days…
In this article, you’ll learn how to draw elements randomly from an object in R. We will also be creating objects with random values all this using just one function…
In this tutorial, we will learn about Normal Distribution in R. We will cover different functions which helps in generating the normal distribution. Along with this, we will also include…
Yeah, a pay check is indeed an ultimate reinforcement that drags employees to your office every day. But does the presence in the office vicinity suffice your requisites? Or you…
Over the years, the digital market and online platforms for businesses have opened the doors and extended the reach. Due to this, the competition has amplified exponentially. Now, customers have…
Most people in real life confuse communication with vocalizing or speaking. Are you of the same conviction? Then, you have to tweak your beliefs to a certain extent as you…
R’s coercion behavior may seem inconvenient, but it is not arbitrary. R always follows the same rules when it coerces data types. Once you are familiar with these rules, you…
The greatest gift that God has entrusted upon its precious creation-human beings is the gift of gab. Through the efficacy of our words, we can vocalize and communicate our thoughts,…
Do you often feel low on confidence and often envy others for mettle confidence? Pondering over that, where does the difference lie? Self-confidence is not a genetic attribute that may…
R Packages /Libraries Packages in R comprise of R functions, data and compiled code that are present in a well-defined format. The location where the packages are installed is known…
In this article, you’ll learn how to add date and time in R. Dates and times are very frequently used concepts in data analysis. R provides a broad range of…
In this article, you’ll learn how to merge objects in R. Merging objects is a very frequently used concept in data analysis. R provides a broad range of capabilities to…
R’s subsetting operators are powerful and fast. Mastery of subsetting allows you to succinctly express complex operations in a way that few other languages can match. As an illustration in…
In this article, you’ll learn about constants in R. And how to use them. Constants, as the name suggests, are entities whose value cannot be altered. Basic types of constant…
This article explain how to recognise and erase duplicate data in R. You’ll learn how to use the following R base and dplyr functions: R base functions duplicated() determines which elements of a vector or data frame are duplicates of elements with smaller subscripts, and returns a logical vector indicating which elements (rows) are…
Since R runs on so many different operating systems, and supports so many different graphics formats, it’s not surprising that there are a variety of ways of saving your plots,…
In this article, you’ll learn how to box plot in R. We will also be creating an example plot and will make various changes to the same existing plot for…
Every day we converse with a lot of people in our lives from friends, to family, helpers to colleagues, and other relatives and acquaintances. While we do speak to put…
Have you ever tried to comprehend the language of a baby or a pet animal? It’s hard to construe the exact meaning at once, isn’t it? But people like you…
A Bar Graph (or a Bar Chart) is a graphical display of data using bars of different heights.They are good if you want to visualize the data of different categories…
Multi-panel plots and figures are used everywhere, especially in scientific papers to compare different graphs or datasets. And creating them has never been easier using R! There are several functions…
While looking for suitable candidates, one of the in-demand skills that pop up in the job descriptions is Communication Skills. Employers and recruiters in almost any field or department ask…
To plot more than one curve on a single plot in R, we proceed as follows. Create the first plot using the plot() function. For the subsequent plots, do not use the plot() function,…
In this article, you’ll learn how to change the type of a plot in R. We will also be creating an example plot and will make the type changes to…
In this article, you’ll learn how to add text to a plot. We will also be creating a plot and will try various aesthetic manipulations in the same plot, like…
By far, Communication skills have been and will remain the most inherent and sought after skill set by almost every organization in the world. Why? That is because it gives…
Today, In this article we will learn how to add a legend to a plot and make it more informative and also look at the different types of legends and…
In this article, you’ll learn how to add/change the color of points, text and lines. We will also be creating a plot and will try various aesthetic manipulations in the…
You, Me, and most of the people know how explicitly high-handed soft skills are in unprecedented times. But there are innumerable skills such as social, interpersonal, and problems solving skills…
With the hard-hit COVID ramifications, Work From Home has been the new normal. Are you probing for the same kind of jobs? Then you have to pull up your sleeves…
You can easily add the main title and axis labels with arguments to the plot() function in R to enhance the quality of your graphic. Usage Arguments x the coordinates of points in…
In this article, you’ll learn to use the plot function in R. We will also be creating our very own first plot. The most used plotting function in R programming…
Have you realized the leverage that soft skills cast upon your resume and long-term career? Do you want to improve your bucket of soft skills? But don’t know how to…
WHAT ARE SOFT SKILLS? Soft Skills are a blend of communication skills, social intelligence, emotional intelligence, social skills, and career attributes. Altogether, they empower a person to work cooperatively with…
The gigantic Google company initiated a survey, namely “Project Oxygen” in 2013, to gauge the reverent reasons behind the hire, fire, and promotions of employees. The results came as a…
If you are an employer, employee, or job seeker, you would be well-aware of the kind of job descriptions posted on any Job portal or website. What does it require?…
What sets humans apart from machines is their humanity and emotional quotient. That is the idea of pondering over which human resources- are expected to be proficient in not only…
The factors are the variable in R, which takes the categorical variable and stores data in levels. Factors can be ordered or unordered and are an important class for statistical…
Replacing a value is very easy, thanks to replace() in R to replace the values. In data analysis, there may be plenty of instances where you have to deal with…
One of the most important data structures in R is List. A list is a great tool to store many kinds of objects in the order expected. We can include matrices, vectors…