Introduction to Modern Econometrics with applications

From 26 $ /h

This course provides a comprehensive introduction to econometrics—the application of statistical methods to economic data. It equips students with the tools to model, estimate, interpret, and test economic relationships using real-world data. The course blends theory with hands-on empirical practice, emphasizing understanding the assumptions behind models, diagnosing issues like multicollinearity and heteroscedasticity, and making sound inferences.
By the end of the course, students will be able to formulate econometric models, estimate parameters using regression techniques, interpret empirical results, and evaluate the reliability and limitations of statistical inferences in an economic context.

Extra information

Week 1: Introduction to Econometrics

Week 2: Simple Linear Regression Model

Week 3: Inference in the Simple Regression Model

Week 4–5: Multiple Linear Regression Model

Week 6: Violations of Classical Assumptions I – Heteroscedasticity

Week 7: Violations II – Autocorrelation

Week 8: Model Specification and Selection

Week 9: Dummy Variables and Qualitative Information

Week 10: Introduction to Time Series Econometrics

Week 11: Simultaneous Equation Models (Optional for Intro Level)

Location

Online from Egypt

About Me

PHD in Statistics , Cairo university, Egypt.
More than 10 years of experience in teaching statistics and relevant subjects, such as Statistics and Probability, Data Analytics, Mathematics, Calculus, Regression Analysis, Linear Algebra, Non parametric Statistics, operation research, and Econometrics
Teaching and analyzing data using Excel, SPSS, Stata, Minitab and R-programming

Education

PHD in Statistics, Cairo university
Master degree in Statistics, Cairo University, Egypt
Bachelor degree in Statistics, minor computer science Cairo University, Egypt

Experience / Qualifications

More than 10 years of experience in teaching statistics and relevant subjects, such as Statistics and Probability, Data Analytics, Mathematics, Calculus, Regression Analysis, Linear Algebra, Non parametric Statistics, operation research, and Econometrics
Teaching and analyzing data using Excel, SPSS, Stata, Minitab and R-programming.

Age

Adults (18-64 years old)

Student level

Beginner

Intermediate

Duration

60 minutes

90 minutes

The class is taught in

English

Arabic

Skills

Math

Statistics

Economics for adults

Availability of a typical week

(GMT -05:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Data Analysis using Excel " Analysis and Visualization"

21 $ /h

module 1: Introduction to Data Analysis
Understanding Data Analysis: Purpose and Scope
Overview of Excel as a Data Analysis Tool
module 2:Introduction to Excel Interface and Tools
Data Entry and Formatting
Basic Formulas and Functions
SUM, AVERAGE, COUNT, etc.
Introduction to Cell Referencing (Relative, Absolute, Mixed)
Module 3:Data Cleaning and Preparation
Importing Data from Various Sources (CSV, Text, Databases)
Data Cleaning Techniques
Removing Duplicates
Handling Missing Data
Data Validation
Working with Text Functions
LEFT, RIGHT, MID, TRIM, CONCATENATE
Module 4: Data Analysis Tools in Excel
Sorting and Filtering Data
Conditional Formatting
Using PivotTables and Pivot Charts
Subtotals and Summarizing Data
Data Tables and Scenario Analysis
Practical Exercise: Analyzing Sales Data
Module 5: Advanced Functions and Formulas
Logical Functions
IF, AND, OR, NOT
Lookup Functions
VLOOKUP, HLOOKUP, INDEX, MATCH, XLOOKUP
Mathematical and Statistical Functions
ROUND, RANK, STDEV, MEDIAN
Array Formulas
Practical Exercise: Creating a Dynamic Dashboard
Module 6: Data Visualization
Principles of Data Visualization
Creating Charts and Graphs
Line, Bar, Pie, Scatter, Combo Charts
Formatting and Customizing Charts
Using Sparklines for Quick Insights

استخدام برنامج SPSS في التحليل الإحصائي (مبتدئ - متقدم)

21 $ /h

Course Description
Running the Program
Browsing the SPSS menus
creating new file
opening existing file
importing data file
variable view
creating new variable
Types of variables
entering data
descriptive statistics
frequency tables
graphical presentation
confidence intervals for one population parameter and two population parameter
testing hypothesis for one population parameter and two population parameter
Analysis of Variance ANOVA
Regression Analysis

Benoit

5.0

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I am a qualified and experienced mathematics tutor. Graduated from the Free University of Brussels in 2011, I started my career by teaching remedial courses in different schools in Brussels. I then specialized in individual academic support by following educational training at the Harvard Graduate School of Education. I have been giving private mathematics lessons daily for over ten years.

The students who follow my private lessons benefit from personalized support. The first session is devoted to an in-depth assessment of the student's mathematical knowledge. The objective is to detect its weak points and understand their origin in order to adapt my courses to its needs. I develop a tailor-made remediation program for each of my students aimed at filling each of their gaps. Over the course of the sessions, the student builds a solid foundation for learning and regains self-confidence. At the same time, I help him acquire a work methodology that allows him to gradually become autonomous in his studies.

I have a thorough knowledge of the mathematics curriculum for middle and high school (from 6th to 12th grade). I am also qualified to support students in preparing for international exams such as the SAT, the OMPT, and the International Baccalaureate (IB) in all its variations: Analysis and Approaches (AA SL/HL) and Applications and Interpretation (AI SL/HL).

Throughout my years of training, I studied and developed numerous techniques that facilitate learning mathematics. The strength of my teaching approach lies in my ability to explain, in simple terms, anything a student finds complicated. I am passionate about this profession because it offers me the opportunity to guide struggling students toward success. It is a true pleasure to see them progress and rediscover their connection with the fascinating world of mathematics.

I offer private tutoring in Paris (at the student's home) or remotely (online). My online lessons take place on an interactive whiteboard. This whiteboard is specifically designed to facilitate student/teacher interaction online. Thanks to this teaching tool, my online lessons are just as effective as in-person lessons. The student only needs an internet connection and a computer, tablet, or smartphone to participate.

Raef

5.0

(40)

The math, physics, chemistry, and SVT courses of the Swiss Maturity and Gymnasium program or French programs are given by either in-depth explanations or by a quick course and summary of essential needs according to the case of each student supported by exercises from the book or evaluations and exams from other high schools.
Special program for Maturité and Terminale students.
As well as (International and European Schools in English).
The same goes for the start of the ECUS and EPSU academic year where the pupil can follow a complete preparation.
As well as for 1st and 2nd-year university students, can take courses in Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Mechanics - Electricity - Chemistry - Organic Chemistry - Biology and Geology.
My experience is too long and for years I have learned methods for each case and for each student to fill in their gaps with the best results of Excellent, Very Good, and Good as mentioned by my students.
I can also help students to better prepare for courses and support them to better prepare for the duties of CNED in science subjects.
Guaranteed response within minutes up to 10 hours maximum.

Bibek

5.0

(40)

Hi! Welcome! I am a Ph.D. researcher in Physics at the University of Cologne, Germany. Recently, I graduated from the University of Groningen in the Netherlands with a Master's degree in Nanoscience (w/ cum Laude). I offer private tutoring (for high school and/or university-level students) so you can understand the fundamental concepts and excel in your studies. I have teaching experience of 5+ years in Physics and Mathematics to the high school and university-level students.

This class aims to prepare you for the CCVX and James Boswell entrance examination in Mathematics A and/or B so that you can enter the university. This course will be tailored to your specific needs, and we can mainly focus on the topics you are struggling with. Furthermore, please feel free to contact me and suggest any other topics you would like me to cover and teach.

Topics of the course:
1. Algebra and combinatorics
2. Functions and their graphs
3. Trigonometric functions
4. Logarithmic functions
5. Inverse functions
6. Transformations
7. Coordinate geometry
8. Quadratic equations
9. Equalities and inequalities
10. Vector and the dot product
11. Vector representation of a line
12. Algebraic methods in planar geometry
13. Parametric equations
14. Sequence and series
15. Limits and asymptotes
16. Derivatives and integral calculus
17. Probability and statistics
18. Normal and binomial distribution
19. Hypothesis testing

And many more...

*Note that the sessions will be held online (via Discord/Zoom/Microsoft Teams).

Mohamed

5.0

(40)

As a high school teacher with a Master's degree in mathematics and 11 years of experience in face-to-face and online teaching, I offer qualified and competent private lessons for all levels, ranging from high school TC-SC 1Bac Sc-SM to Bac PC-SM, through middle school and classes of 2nd and 1st general Terminale specialty of the French system, as well as for levels 5th, 4th and 3rd of middle school, and preparation for the baccalaureate and competitions .

I emphasize the method, with a rigorous, personalized approach adapted to the rhythm of each student in order to help him progress while regaining confidence in himself. My job is to identify each student's shortcomings, organize their time and manage their priorities.

I obtained a success rate of 100% for my final year baccalaureate students, 75% of whom obtained a good or very good mention. Some of them have joined the biggest business and engineering schools, as well as prestigious preparatory courses.

I offer online or face-to-face lessons.

Baia

5.0

(40)

Struggling with school math or aiming for exam excellence? In this class, I make complex topics simple, clear, and even enjoyable. From middle school to university level math, I adapt to every student's level and mindset. Whether it's building strong foundations or mastering advanced concepts, you or your child will walk away feeling confident, capable, and ready to shine.

✨ Personalised approach
📚 Clear explanations + real understanding
🏆 Proven results in IB, OMPT, VWO & more

Let’s turn “I don’t get it” into “I’ve got this!”
Book the first session and see the difference.

Rania

5.0

(40)

The SAT exam is one of the major steps you need to go through in your life; it's a step that is going to determine your college, your university, and your future as a whole. As with a lot of things in life, it can be a hard step, and there is no shame in asking for help. Here comes my role: I will help you overcome your problems and your difficulties. My job here is to help you achieve your desired results and unlock your potential. Simply put, we will go through every lesson, every unit, and every chapter. We will understand the concept of each lesson, with clear examples to follow. After each one, you will be tested, and after finishing your program, you will be tested on it. That's my plan for my students, so if you are interested, you can easily contact me.

Dorcas

5.0

(40)

Passionate and dedicated teacher with five years of experience fostering an engaging and inclusive learning environment. I'm committed to promoting student success through personalized instruction, differentiated learning strategies, and active student engagement. Proven track record of implementing innovative teaching methods and achieving measurable improvements in student academic performance.
I offer home tution services for igcse and other curricular.
I tutor learners in both lower and upper grades English, Maths and Science and other subjects if the need be.
Duration per session is an hour and above.

Prashil

5.0

(40)

Welcome to my Foundation Course in Science and Maths, specially designed for primary, secondary, and high school students in Amsterdam. This course aims to build a strong foundation in these critical subjects, ensuring students excel academically and develop a genuine love for learning.

My teaching approach is focused on making learning enjoyable and engaging. I incorporate interactive activities and hands-on experiments to bring Science and Maths concepts to life. By involving students in these dynamic learning experiences, I aim to transform abstract concepts into tangible understanding. Each session is thoughtfully designed to keep students interested and motivated, minimizing fatigue and maximizing retention.

I believe in simplifying complex topics, breaking them down into easy-to-understand segments. This approach helps students grasp and retain challenging concepts with ease. Techniques such as mnemonic devices, visual aids, and real-life examples are integral to my method, ensuring that formulas and concepts are not just memorized, but truly understood.

Regular assessments are conducted to track student progress and identify areas needing improvement. These tests also prepare students for their school exams, ultimately boosting their confidence. I understand the importance of keeping parents informed and involved in their child’s academic journey. That's why I provide weekly reports detailing their child’s progress, strengths, and areas for improvement. This continuous feedback loop ensures that parents are aware of their child’s development and can support their learning at home.

Encouraging words and positive feedback are integral to my teaching method. I strive to build students' self-confidence and to instill a love for learning through positive reinforcement. Setting achievable goals for each student, I celebrate their successes and motivate them to strive for excellence. This goal-setting approach not only drives academic success but also fosters a sense of accomplishment and self-worth.

As a tutor, my satisfaction comes from seeing my students excel and reach their full potential. My ultimate goal is to empower students with the knowledge and skills they need to succeed in Science and Maths. I am always available to support my students, offering additional help and resources as needed to ensure their success.

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Michiel

5.0

(40)

Need help with maths or biology?
As a biomedical scientist with a PhD in Medicine and Health Sciences, I enjoy helping students of all ages to better understand the material and learn with greater confidence. We work at your own pace and in a way that suits your learning style.

How does a lesson work?
In the first session, we identify the main difficulties together. From there, we build up step by step. I encourage questions and provide practical tips and strategies to make studying more effective.

We work through exercises together, discuss examples, and then move on to more challenging problems to deepen understanding. This approach ensures you’re well prepared for your tests and exams.

A positive learning experience
Learning should be enjoyable. With a patient, motivating and clear approach, I create a relaxed environment where it’s okay to make mistakes, and no question is too much to ask — because that’s how real learning happens.

Interested?
Feel free to get in touch for more information or to arrange your first lesson. I’ll be happy to help you move forward!

Kristina

5.0

(40)

I am a multilingual primary teacher offering tuition in all primary subjects, language tuition as well as bespoke homeschooling/travelling tutor services.
I have worked in the state sector as class teacher for 5 years before moving into the private sector in 2021. Since then, I have been working as a teacher/tutor/governess within private households to provide homeschooling and travel tutoring services to families and children.
I teach all primary subjects as well as support with behaviour, learning how to learn, teaching children with additional support needs and language tuition. I am a native English, German and Russian speaker and speak fluent French, so can offer all four languages for tuition.
If required, I am happy to provide bespoke homeschooling services and am well-versed in accommodating a school curriculum whilst travelling. Rates vary upon discussion of a tailored program.
My teaching philosophy is to foster enquiring minds by making learning active and fun. I always strive to get to know my pupils as quickly as possible to ensure I can incorporate their interests my lessons, regardless of the subject. You will be surprised home many subject areas can be infiltrated by Minecraft, Bluey, Super Mario, Marvel and many more.
I am happy to provide more information as well as references from my work as school teacher and travelling teacher/governess on request.
Please note that tutoring rates vary depending on the type of tutoring required and the amount of lessons required. I am happy to be flexible on rates upon discussion.

Chun

5.0

(40)

Math is a nightmare for most of the students, if they do not understand the principle of math. Those who are good at math are usually bad at teaching math. Explore the method to learn math in a more principled and structural way, instead of memorising solution.

Sandra

5.0

(40)

To encourage and stimulate learning in the subjects taught, as well as their desire to learn more through various tools or techniques that facilitate their understanding.
Encouraging at all times the motivation and desire to continue learning.

Joash

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(40)

This course is designed to help you truly understand mathematics in a structured and practical way. Whether you are struggling with the basics or working toward advanced topics, lessons are tailored to your level and goals.

We focus on building strong foundations in algebra, functions, calculus, and problem-solving strategies. Instead of memorizing steps, you will learn to understand concepts and apply them confidently to exams and real-life problems.

Each lesson is interactive and structured, with step-by-step explanations using a digital whiteboard. The goal is steady progress, deeper understanding, and growing confidence in mathematics.

Sabrina

5.0

(40)

Hi I'm a college student, I have advanced knowledge in subjects like, algebra, calculous, math in general, physics, and some statistics. Also, I'm a native Spanish speaker, so I can also help you with grammar, pronunciation. My main goal is to help you understand the topics that you struggle with, because in my experience, sometimes what you need is a different approach of how things are done rather than it being too difficult.

Jeremy

5.0

(40)

IB Physics is one of the most technically demanding subjects at Diploma level. Success requires more than conceptual understanding — it requires structured exam execution.

This programme is designed for students aiming to move up grade boundaries through disciplined, examiner-aligned preparation.

Each student follows a structured performance cycle:

• Diagnostic assessment of current level
• Concept consolidation with precision
• Command term interpretation training
• Markscheme alignment and structured answer writing
• Timed past-paper simulation
• Error pattern analysis and refinement

Many capable students lose marks due to poor structure, misinterpreted command terms, or lack of exposure to examiner-style questions. These gaps are addressed directly.

Over the past year, students have improved by two to three grade boundaries within eight to ten weeks through targeted intervention and consistent practice.

Sessions are delivered online in a professional, interactive format and are suited to students preparing for mocks, final exams, or IA refinement.

Designed for serious students aiming for 6s and 7s.