Course curriculum

  • 1
  • 2

    Structure of Regression Equations for Population and Sample

    • Basics of Simple Linear Regression and Population Regression Line

    • Equation of Population Regression Line and Basic Interpretations

    • Population Regression Equations and Error Term

    • Sample Data and Sample Regression Line

    • Sample Regression Equations

    • Quiz - Regression Equations

  • 3

    The Method of Ordinary Least Squares (OLS)

    • Intuition of OLS method

    • Setting up the base for OLS

    • Derivation of Intercept's Estimator using OLS Method

    • Derivation of Slope's Estimator using OLS Method

    • Different formulas for the Slope's Estimator

    • Example 1 - Working with the formulas

    • Example 2 - Working with the formulas

    • Algebraic Properties of OLS - Part 1

    • Algebraic Properties of OLS - Part 2

    • Example 3 - Algebraic Properties of OLS (With Sample Data)

    • Quiz - The Method of Ordinary Least Squares

What students are saying about this course

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5 star rating


Myriam Terristi

Very pragmatic and brief: love it. He goes straight to the point while providing the main explanations needed to understand perfectly the model.

Very pragmatic and brief: love it. He goes straight to the point while providing the main explanations needed to understand perfectly the model.

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5 star rating

Awesome Course

Mauricio Madrid

This is the kind of education my university should be offering to be honest. My Econometrics teacher should take a how-to teach course from Shubham.

This is the kind of education my university should be offering to be honest. My Econometrics teacher should take a how-to teach course from Shubham.

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Econometrics Quiz: Master Simple Linear Regression:

This quiz booklet on Simple Linear Regression is designed for students who are learning Econometrics at undergraduate level. It has 40 questions with detailed explanation for all the answers. Some of the answers also have video resources that will help you understand the key points in a step by step manner. The questions are based on the following topics: Regression Equations, Method of Ordinary Least Squares, Assumptions of Classical Linear Regression Model, Hypothesis Testing and Goodness of Fit. NOTE: As an Amazon Associate, we earn from qualifying purchases.


Shubham Kalra, Author and Online Instructor

Experience of teaching Microeconomics, Statistics and Econometrics to students from more than 40 universities across US, UK, Italy, Netherlands and India. Author of two e-books on Amazon (Statistics and Econometrics)

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Success Stories and Testimonials

Online One-One Coaching for Econometrics

“Patient, Persistent and Polite are the three qualities that aptly describe Shubham. He has helped me understand the expansive concepts of Econometrics in my penultimate year and comprehensively connected the dots to topics in my first year in just 3 months. This was essential and helped me overcome my fear of the subject while enhancing my confidence to solve exam style questions. His ability to judge my pace of learning and design a fitting lesson plan accordingly augments his mature tutoring prowess. He would also strike up conversations on various interesting topics to connect with me and help ease the tension during strenuous sessions and around exams. Moreover, his sheer proficiency in the subject made it easy to understand both the straightforward and complicated topics. Finally, he is extremely flexible and prompt with time zones and virtual platforms (BOTIM in Dubai over the Winter break as Zoom didn’t work there). I highly recommend Shubham to students who are in need of virtual assistance for Econometrics as he is an individual with real personal integrity and a deep sense of dependability who will show you the subject isn’t all that bad after all.”

By Lizelle, Econometrics (BEE2031) - University of Exeter

“Shubham is a great Econometrics tutor. He has every features by that a great tutor is measured: Patience: I've been tutored by Shubham more than 10 hrs, not a second he showed impatience. At the beginning I was afraid to ask silly questions, but his patience brought me the courage to ask every small or stupid questions. Enthusiasm: Shubham teach Econometrics not only for finance, instead, he showed really interest and enthusiasm in this study and the experience of teaching. He would like to spend much extra time to study my materials, syllabus and past exam papers without payment. Responsibility: In every lesson and work checking, he did his best to help me and made sure that I did benefit from them. He made plan for my exam revision together with me, as long as I was a bit off the track, he would feel really worried with me and tried everything he could to pull me back, for example, adjust his personal timetable for my exam deadline. There are much more to say, but I believe everyone could discover more quality he has by working with him. I would introduce my friends to seek for his help for sure!”

By Mia, Econometrics (MG 205) - London School of Economics

“This was my last session with Shubham, and I could have not wished for a better tutor. I was preparing for my Econometrics re-sit, and was looking for a tutor to get ready. I found Econometrics, as many would agree, a really challenging subject, and needed some serious help. There were a lot of tutors to choose from, but I went for Shubham, and honestly, that was perhaps the best and wisest choice I have made in my entire life (no jokes). Shubham taught everything in Econometrics from top to bottom. He made me understand things, that I thought I would never be able to understand. He showed me ways to solve equations, to read questions, to do questions, in the best possible manner. His teaching skills are seriously impressive. As stubborn as I am, it can get quite tough for tutors to deal with my arguments and claims, but he would deal with that. He is one of those tutors that no matter what question you ask, he will always know an answer to it, and for me, that is quite important as it makes you feel that this tutor knows literally everything. Great person, amazing tutor and simply professional in Econometrics.”

By Riz, Econometrics (EC226) - University of Warwick

“If you're struggling with Econometrics, you no longer have to worry. This concludes the 3rd lesson I have taken with Shubham. My experience was excellent. Shubham knows how to teach what you're struggling with and he can do so in a highly efficient matter. In my case, we completed multiple weeks of theory within only a handful of hours. I am now confident about by knowledge on the subjects that were discussed. 5 stars do not do the immense value of taking courses with Shubh any justice. Overachieved in every session and there is no way I would recommend or use any other tutor for the subject of econometrics. I knew close to nothing before meeting Shubh and now I feel not only comfortable about econometrics but also well-prepared to achieve high grades.”

By Marc, Econometrics – The University of Jordan

“This is my last class with Shubham, and I can honestly say that he is one of the best tutors that I've had. He understood the problems that I've faced, and has a way to make me understand the heavy content of Econometrics in such a short time. It is a confidence booster when you are taught by a good tutor and it makes you believe that you can actually ace the exams. I can safely say that I can now do my past year questions and exercises without looking at the solutions, which I tend to do previously. He is also very well prepared and he would constantly ask if I understand his explanations before moving forward to the next topic. Thank you Shubham for the amazing tutoring sessions!”

By Qurratuain , Econometrics (EC226) - Warwick University

“Until Shubham I was struggling with some concepts in Econometrics, but after only two lessons I was able to understand and correctly answer all of the questions I had previously found difficult. Anyone looking for an Econometrics tutor I would highly recommend Shubham. He explains concepts in a very clear and coherent structure. Overall, my learning experience with Shubham has been outstanding.”

By Joe, Econometric Analysis - Newcastle University

“My final class with Shubham before my exam in May :(. I have had MANY classes with Shubham and he has been extremely supportive the whole way through, he takes the time to fully explain all your slides, exam questions and gaps in your knowledge beyond the topic he is teaching you.”

By Djan, Econometrics - University of Birmingham