Accounting, Management, business statistics, and more. Whether you are a beginner or an advanced student in Arabic or limited English

From 58 $ /h

Welcome to my comprehensive commerce and business tutoring services! I am an expert tutor with extensive experience in teaching a wide range of subjects, including accounting, business statistics, and more. Whether you are a beginner or an advanced student, I offer tailored lessons that cater to your individual needs and help you achieve your academic goals.

As a native Arabic speaker, I provide tutoring services in fluent Arabic, as well as good English. My teaching style is interactive and engaging, focusing on building a strong foundation of knowledge and skills, and using real-world examples to illustrate complex concepts.

In addition to tutoring, I also offer specialized services such as research, proposal, and assignments review. I am dedicated to ensuring my students' success, and I work closely with them to help them improve their academic performance and excel in their studies.

If you're looking for a reliable and experienced commerce and business tutor, look no further. Contact me today to schedule your first lesson!

Location

Online from China

About Me

As an experienced Assistant Professor of Accounting with over 15 years of experience in both academic and the professional field, I have developed a high level of competence in various aspects of scientific research, as well as general knowledge and accounting experience. My practical knowledge and experience in budgeting, forecasting, variance analysis, financial reporting, project management, performance management, auditing, financial accounting, and management accounting enable me to deliver top-quality tutoring services.

I am proud of my highly developed communication skills and the ability to build effective relationships across businesses. I possess strong team leadership capabilities, highly developed detailed analysis, and problem-solving skills, which are essential for helping my students succeed. My goal is to help my students excel in their studies and achieve their academic goals.

I have a solid educational background in accounting, including a PhD in Accounting from China, a Master's degree in Accounting, Control and Auditing in Morocco, and a Bachelor's degree in Accounting from Yemen. I make every effort to keep my knowledge fully up to date and to continuously improve my teaching methods to ensure my students receive the best possible education.

As a passionate academic researcher, I believe my educational and professional background, combined with my skill and enthusiasm for working in research, make me an excellent asset to any team or project. I have a range of experiences and skills that enable me to make a difference in the lives of my students.

Education

01/09/2015 to 28/12/2018 PHD IN ACCOUNTING, Southwestern University of Finance and Economics, Chengdu (China).
03/11/2009 to 17/11/2011 A MASTER’S IN ACCOUNTING, CONTROL AND AUDIT, Mohammed V University, Souissi, Rabat (Morocco).
09/1997 to 06/2001 A BACHELOR’S DEGREE IN ACCOUNTING, Ibb University, Ibb (Yemen)

Experience / Qualifications

WORK EXPERIENCE
01/09/2022 to Now Faculty Member, Beijing Foreign studies University, Beijing (China)
15/01/2022 to 05/02/2024 Faculty MEMBER, Philadelphia University, Amman (Jordan)
05/02/2022 to 05/02/2024
FACULTY MEMBER, Philadelphia University, Amman (Jordan)
17/10/2020 to 15/01/2022 ASSISTANT PROFESSOR (PART-TIME JOB), National University, Ibb (Yemen)
01/10/2020 to 31/01/2022
HEAD OF ACCOUNTING DEPARTMENT, Al-Qalam University for humanitarian and Applied Sciences, Ibb (Yemen), Ibb (Yemen)
11/01/2020 to 15/01/2022 ASSISTANT PROFESSOR (PART-TIME JOB), Al-Qalam University for humanitarian and Applied Sciences, Ibb (Yemen)
11/01/2020 to 15/06/2020 ASSISTANT PROFESSOR (PART-TIME JOB), University of science and technology, Ibb (Yemen)
01/01/2020 to 25/03/2020 CEO, Moeen Hypermarket, Ibb (Yemen)
29/08/2019 to 31/12/2019 CFO, Moeen Hypermarket, Ibb (Yemen)
16/02/2019 to 15/01/2021 ASSISTANT PROFESSOR (PART-TIME JOB), International Malaysian University, Ibb (Yemen)
14/02/2019 to 31/01/2022 ASSISTANT PROFESSOR (PART-TIME JOB), Aljazeera University, Ibb (Yemen)
29/01/2019 to Now ASSISTANT PROFESSOR, National Institute for Administrative Sciences, Ibb (Yemen)
02/03/2012 to 31/08/2014 LECTURER, National Institute for Administrative Sciences, Ibb (Yemen)
01/09/2016 to 15/07/2018 LECTURER, Chengdu Institute, Sichuan International Studies University, Chengdu (China)
10/2014 to 12/2018 CFO, CoolDream company (China)
01/09/2013 to 30/06/2014 LECTURER (PART-TIME JOB), Aljazeera University, Ibb (Yemen)
01/09/2012 to 15/06/2013 LECTURER (PART-TIME JOB), University of science and technology, Ibb (Yemen)
07/11/2007 to 20/10/2008 HEAD OF THE GENERAL ADMINISTRATION DEPARTMENT, National Institute of Administrative Sciences, Ibb (Yemen)
16/12/2005 to 06/11/2007 HEAD OF THE DEPARTMENT OF ACCOUNTING, National Institute of Administrative Sciences, Ibb (Yemen)
23/07/2005 to 04/08/2005 ACCOUNTING TRAINER, Social Fund for Development, Ibb (Yemen)
28/05/2005 to 02/06/2005 ACCOUNTING TRAINER FOR ACCOUNTING AND BOOKKEEPING CLERK, Yemeni-German Project (IDAS-3), Ibb (Yemen)
07/08/2004 to 19/08/2004 ACCOUNTING TRAINER, Social Fund for Development and Yemeni-German Project for Agricultural Cooperative Associations, Ibb (Yemen)
2004 to 2007 ACCOUNTING MANAGER, Alhubaishi's Furniture and households stores, Ibb (Yemen)
09/2001 to now FACULTY MEMBER, National Institute for Administrative Sciences, Ibb (Yemen)

Age

Children (7-12 years old)

Teenagers (13-17 years old)

Adults (18-64 years old)

Seniors (65+ years old)

Student level

Beginner

Intermediate

Advanced

Duration

60 minutes

120 minutes

The class is taught in

Arabic

English

Skills

Statistics

Business accounting

Business management

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

Audit - Navigating Theory and Practical Application for Professional Success (Mainly in Arabic and presentation in English)

58 $ /h

Embark on a comprehensive exploration of audit theory and practical applications in our course, designed to equip you with essential auditing skills. Whether you are a beginner, intermediate learner, or advanced professional, this class covers the spectrum of audit knowledge. From understanding foundational theories to hands-on practical exercises, you will gain insights into auditing processes and techniques. Join us in unraveling the complexities of auditing, honing your skills in critical analysis, and acquiring the knowledge needed to excel in the dynamic field of audit. Mainly in Arabic with Some explanations in english and Presentations in English

Financial Accounting the part one or two for Business Success (Mainly in Arabic and presentation in English)

58 $ /h

Unlock the intricacies of financial accounting in our comprehensive course, uniquely tailored to cater to both English and Arabic speakers. Delivered predominantly in Arabic with supplementary explanations in English, this course ensures a seamless understanding for participants with varying language preferences. Dive into the core principles of business accounting, explore practical applications, and gain invaluable skills in financial reporting and analysis. Join us on this bilingual educational journey, where language diversity meets a comprehensive exploration of financial accounting concepts.

اكتشف تعقيدات المحاسبة المالية في دورتنا الشاملة، المصممة بشكل فريد لتلبية احتياجات المتحدثين باللغة الإنجليزية والعربية. يتم تقديم هذه الدورة في الغالب باللغة العربية مع شرح إضافي باللغة الإنجليزية، وتضمن فهمًا سلسًا للمشاركين ذوي التفضيلات اللغوية المختلفة. انغمس في المبادئ الأساسية لمحاسبة الأعمال، واستكشف التطبيقات العملية، واكتسب مهارات لا تقدر بثمن في إعداد التقارير والتحليلات المالية. انضم إلينا في هذه الرحلة التعليمية ثنائية اللغة، حيث يلتقي التنوع اللغوي مع الاستكشاف الشامل لمفاهيم المحاسبة المالية.

Mr.

5.0

(11)

📣 Summer Math Boost – Build Confidence & Skills!
Does your child struggle with math?
This summer, give them the support, clarity, and confidence they need to start the next academic year strong!

I offer expert summer math sessions for:
📘 IGCSE (OL/AL) – Cambridge & Edexcel
📘 SAT, ACT, EST, DSAT – American diploma support
📘 Foundation courses for students with math difficulties
📘 Bridging programs for those moving to a new grade or curriculum

🔍Perfect For Students Who:
✔️ Find math confusing or frustrating
✔️ Have gaps in understanding from previous years
✔️ Need strong preparation before starting the next year
✔️ Are changing curriculum or aiming for international exams

✨ What's Included?
✅ Clear, simplified explanations tailored to each student's pace
✅ Short notes and techniques for solving problems quickly
✅ Pre-assessment to identify weak areas
✅ Weekly mini-tests and reports for parents
✅ One-to-one or focused small group sessions
✅ Summer activities & games to make learning fun!

🌟 Real Voices. Real Results. Real Math Excellence. 🌟
Before you decide — see for yourself!
Explore genuine reviews, powerful tests, and real student progress.
📚 Check my certifications, sample solved exams, and success stories from students who turned math into their strongest subject.

👉 Because trust is earned — and results speak louder than promises.
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Best Summer Math Tutor | Support for Students Struggling with Math
IGCSE - Edexcel - Cambridge - SAT - ACT - EST - DSAT
📣 The most powerful summer training in mathematics - to strengthen understanding and confidence!
Is your son or daughter struggling with math?
Summer is a golden opportunity to make up for lost time and build a strong foundation before the start of the new school year!

I offer distinguished summer courses in:
📘 IGCSE (Ordinary and Advanced Level) Syllabus – Cambridge and Edexcel
📘 Complete preparation for SAT - ACT - EST - DSAT tests
📘 A comprehensive foundation for students who have difficulties in understanding
📘 Transitional programs for students moving to a new curriculum or new stage

🔍 The lessons are ideal for students who:
✔️ They feel frustrated or confused about mathematics.
✔️ They have gaps or weaknesses in previous concepts.
✔️ They need to be strengthened and fully prepared before the start of the year.
✔️ Planning to take international exams or change curriculum

✨ What does the summer course include?
✅ A simple and clear explanation according to each student's level
✅ Short notes and easy techniques for quick solutions
✅ Initial test to identify weaknesses
✅ Weekly tests and periodic reports for parents
✅ Individual lessons or focused small groups
✅ Educational activities and interactive games to make learning fun

🌟 Real opinions, tangible results, and proven athletic excellence. 🌟
Before you decide... see for yourself!
Read reviews from previous students and see their experiences and real progress in mathematics.
📚 Check out my certified certificates, sample solved questions, and success stories that prove math can be easier and more fun than you can imagine.

👉 Because trust is built, and results speak louder than words.

Ashar

5.0

(11)

Statistics is a mathematical science that includes methods of collecting, organizing, and analyzing data so that meaningful conclusions can be drawn from them. In general, its investigations and analyses fall into two broad categories called descriptive and inferential statistics.
In this course, you will be provided information about the basics of the statistical concepts so that you will get good grades in you exams. we will learn statistics through different languages and different statistical tools like (SAS, STATA, Rstudio, MATLAB, MINITAB, SPSS ETC.
We will learn how we can apply the statistical tool for applying in our daily life.

Tim

5.0

(11)

Need help with math and science (physics, chemistry, etc.)? As a 33-year-old civil engineer, I'm happy to help! I'll learn at your own pace, using plenty of examples to illustrate the material. I have years of experience teaching both simple and complex subjects.

The lessons run as follows. First of all, together we look for the student's biggest stumbling blocks. These can be related to the subject matter as well as to the study method. From there, I continue to work at the pace of the student and encourage them to ask as many questions as possible. I also give them tips and tricks, and improve their working methods where necessary. During the lesson I give many examples to make the subject matter more interesting and we solve exercises together. Once the student has mastered the exercises from the lesson, I give some more challenging exercises to also test on the deeper understanding of the subject matter. In this way I try to optimally prepare the student for his / her test or exam.

However, learning should also be enjoyable. That is why I always strive for a good relationship with the student through a spontaneous and positive approach. I am also very patient. All this lowers the barrier to ask questions and improves the student's learning process.

Are you interested? Do not hesitate to contact me!
See you soon!

Tim

Robert

5.0

(11)

Experienced Franco-Belgian teacher offers private lessons in the fields of political economy, accounting and finance for secondary and higher levels. I also offer assistance for the development of your business plan / business plan.

I also travel to your home in the Brussels region as well as in Walloon and Flemish Brabant, with a minimum course duration of 2 hours. With extensive experience, I offer numerous exercises to reinforce knowledge. Distance learning courses are also available. Please note that, for students in France, courses take place exclusively remotely.

Do not hesitate to contact me to organize your lessons according to your needs and availability. I am here to help you develop your skills in these areas in an efficient and personalized way. With my support, you will be able to master the concepts of accounting, finance and economics, while receiving valuable assistance in creating your business plan.

Madara

5.0

(11)

I am a Doctor of Psychology and researcher with extensive experience in teaching and mentoring. Since October 2016, I have successfully tutored undergraduate, postgraduate, and Ph.D. students, as well as professionals, in areas including Psychology (AS, A-level (AQA or other exam boards), and degree level), Statistics, Data Analysis, SPSS, Jamovi, JASP, R/RStudio, Research Methods, and in support of research projects, theses, and dissertations.

I specialise in Clinical Psychology, particularly reading disabilities and dyslexia, though I also have strong knowledge across other areas of psychology, research methodology, and data analysis, with expertise in SPSS.

I offer individual, live, one-to-one online sessions via Zoom, tailored to your learning goals. I can also recommend relevant literature and provide resources from my own curated database to support your studies and research.

Camille

5.0

(11)

➤ Being a good manager is also being a good communicator. After all, a strategy can only be put into practice if you show yourself capable of interacting with your employees, of being a source of inspiration for them and of listening to their concerns. Unfortunately, not all managers naturally excel in this role and their difficulties in asserting themselves as true leaders is often attributable to their difficulties in communicating.

➤ The objective would then be to explore together the areas of improvement in terms of communication know-how. And managing effectively requires specific and cutting-edge know-how.

➤ In fact, managerial communication corresponds to the interactions between the management of the company and the organization and more specifically, between the manager and his team. This manager is in charge of transmitting information and directives coming from higher hierarchical levels, supporting internal communication, distilling messages related to his own management to obtain the commitment of his team, all while transmitting a message effectively.

➤ This exercise can therefore be tricky: this is why it is important to choose the right mediator in order to be well supported, not only to be understood by those around him, but also to carry out his mission.

➤ What to communicate? When ? Whose ? These questions will find an answer in the consistency of the actions undertaken. Good managerial communication will thus aim to exchange / dialogue effectively with its employees, maintain a close link between the different layers of the company, bring human relations back to the heart of the company, establish a climate of trust and good team cohesion, motivate by inspiring.

➤ In short, each session combines techniques & practice exercises adapted to your everyday situations (filmed with your agreement in order to be reviewed, commented on, decoded together live), so that you can put them into practice immediately, and this from the 1st session.

Statistically, the progression following these private sessions is quickly noticeable, from 2 or 3 sessions*. (*study 2022).

➤ THE TRAINER:
Trained in Grande Ecole post-preparatory classes & Ivy League university in the United States, our teacher has specialized and has been working for more than 15 years, in Europe and North America, in the field of communication , in reputable international public and private establishments, intervening in forums and conferences, and oriented on two axes: training and coaching, with pedagogy and careful methodology as key words.

➤ PLACE, TIMETABLE, PRICES
✓ Locations: Geneva-Lausanne-Fribourg-Zurich-Neuchâtel-Lugano-Montreux-Basel-Neuchâtel-Bern-Lucerne-Brussels-Luxembourg-Paris-Lyon. But currently, these sessions continue to be offered by videoconference in the current context and in accordance with general demand which is almost unanimous on this subject.

✓ Indeed, apart from the classic advantages of videoconferencing (time saving related to travel & their unforeseen events, eco-responsibility, increased schedule flexibility, etc.), the quality of the session & the interaction remain identical. In addition, the entire exchange, notes and recommendations are immediately transcribed on the dedicated chat.

✓ To support us among ourselves & to be pleasant to you in this sustainable / particular period and in a spirit of solidarity, the fees are temporarily reduced and will not increase after the start of our sessions.

✓ Languages: French/English.

✓ The progress following these private sessions is perceptible from 1 to 2 sessions (*2024 study).

✓ As other people do regularly, you can also please your loved ones by offering gift vouchers available all year round.

CONTACT / PROGRAM

✓ A la carte program: evaluated and adapted to each need.

Jean

5.0

(11)

Listening, learning, sharing, pleasure are the 4 words that sum up the moments we will spend together.
My classes are for everyone. I will adapt to your level and do my best so that you have a better level after each lesson.

Vincent

5.0

(11)

I specialize in tutoring Accounting and Business for school. My goal is to keep students challenged, but not overwhelmed. I assign homework after every lesson and provide periodic progress reports.

AM A PASSIONATE AND PROFESSIONAL TEACHER OF ACCOUNTS, BUSINESS AND ECONOMICS.
ALWAYS AVAILABLE AND READY TO MAKE A DIFFERENCE IN THE STUDENTS . I HAVE BEEN TEACHING IGCSE AND A LEVELS .

AM SO MUCH FAMILAR WITH THE IGCSE SYLABUS AND A LEVELS.

I have full Outstanding knowledge of accounts formulas and concepts. In-depth knowledge of using various teaching and learning aids. Ability to pay extra attention to the slow learning students. Exceptional verbal and written communication skills.

Lobna

5.0

(11)

Hey, are you interested in understanding your business studies easily, summarizing all your files, preparing for your exams and with No physical EFFORT!

Well, you're in the right place, friend.

All you need to do, click the booking button, send me a few details (grade, topics, deadlines .....) and I'll see you there!!

I am a Business administration teacher with a BBA (very good with honors), top of my class, running my online tutoring Academy would love to help you.

I can teach you in Arabic" which is my native language ", English and Turkish.

Great! Be a business lover, study business easily and have a nice Business Day!!

See you!

Medo

5.0

(11)

With 14 years of experience teaching mathematics in middle and high school, I offer you tailor-made support to help you progress in math. Whether you want to fill in your gaps, prepare for an exam (brevet, baccalaureate) or simply deepen your knowledge, I am here for you. My private lessons, given online or at home, are adapted to your pace and your specific needs. I guarantee you a clear and effective pedagogy, as well as personalized follow-up to help you succeed. Specializing in 3rd, Brevet and Terminale levels, I help you acquire the methods and tools necessary to master mathematics and enjoy learning them.
My goal is to help you improve your math skills quickly and prepare effectively for the bac/brevet. I am also attentive to students experiencing academic difficulties and I can offer you personalized support to overcome your difficulties.
I am considered one of the best online math tutors. I also offer math support for French mission students and math help for international students wishing to follow the French curriculum.
I offer a full range of services in mathematics:

Private lessons: at home or online
Personalized academic support: for all levels and all programs
Preparation for exams: brevet, baccalaureate, competitive examinations
Homework help: for regular monitoring
Intensive courses: for rapid progress
Specific support: for students in difficulty, students on French missions, international students
Thanks to my personalized math lessons, you will be able to:

Understand the concepts in a clear and simple way
Solve the exercises with ease
Gaining self-confidence
Pass your exams with flying colors
I am here to help you discover the fun of mathematics and reveal your potential.

Feel free to contact me for more information.

Dr.Ibrahim

5.0

(11)

Business Administration (MBA) is a comprehensive, advanced-level program designed to develop strategic thinking, leadership skills, and practical expertise across all major areas of business. Core subjects include finance, marketing, operations, human resource management, organizational behavior, economics, and business strategy. Students will analyze real-world business challenges, engage in case studies, and participate in collaborative projects to build decision-making and problem-solving abilities. The program emphasizes innovation, global perspectives, and ethical leadership, preparing graduates for executive roles, entrepreneurial ventures, and dynamic career opportunities in diverse industries.

Kevin

5.0

(11)

For many years, I have successfully supported Swiss students in the fields of statistics, data analytics, machine learning, and artificial intelligence. I have gained extensive experience using R as a statistical programming tool and know exactly what students in Switzerland are required to do. I have numerous sample projects, datasets, and exam questions at my disposal and have prepared many students for their assignments and exams in a targeted, sustainable, and highly successful manner. My focus is on explaining complex statistical procedures, algorithms, and data analyses in an understandable way, demonstrating them in a practical way, and building confidence in the secure handling of data. My goal is not only to improve grades, but also, in the long term, to develop a deep understanding of data-driven questions and modern technologies such as machine learning and AI, which are crucial in later professional life.

► How do I teach?

►I attach great importance to ensuring that my students truly understand statistical concepts, data analytics methods, machine learning, and AI models, rather than just applying them mechanically – this is how we achieve sustainable success in statistics, data analytics, and modern technologies.

►My success is based on my ability to flexibly adapt my teaching style to the individual needs of students in statistics, data analytics, machine learning and AI, including topics such as regression methods, logistic regression and other machine learning algorithms.

►I use practical, lively examples from statistics, data science and AI to clearly explain abstract concepts such as hypothesis testing, analysis of variance, linear and nonlinear models and to anchor them deeply in the memory.

►With patience and clarity, I break down complex statistical analyses, machine learning models, and data processes into their essential components so that no student is overwhelmed and can build a solid foundation in statistics, data analytics, and AI.

►I am convinced that trusting collaboration is crucial to reducing uncertainty in statistics or data science and creating a productive learning atmosphere.

►I offer intensive exam preparation and project support in statistics, data analytics, machine learning and AI, develop strategies to combat exam anxiety with my students and train them on real data sets and complex algorithms.

►As an experienced online tutor for statistics, data analytics, machine learning, and AI, I use modern tools such as interactive whiteboards and live coding sessions in R to make teaching as efficient and practice-oriented as possible.

►Locations: I teach statistics, data analytics, machine learning, and AI at your home, online, or by appointment – flexible, professional, and tailored precisely to your needs.

Dr.Ibrahim

5.0

(11)

This course provides a comprehensive introduction to ISO standards and their practical application in business operations. Designed for professionals, managers, and organizations seeking certification or improvement, the program covers the fundamental principles of ISO, including quality management, risk assessment, process control, and continuous improvement.

Participants will learn how ISO standards such as ISO 9001 (Quality Management), ISO 14001 (Environmental Management), and ISO 45001 (Occupational Health & Safety) can be applied to strengthen business performance, ensure compliance, and meet international requirements. Through case studies, workshops, and interactive exercises, learners will gain hands-on knowledge of documentation, auditing, corrective actions, and best practices for sustainable success.

By the end of the program, participants will understand the key requirements of ISO standards, how to implement them effectively, and how to prepare for internal and external audits. This course is ideal for quality managers, compliance officers, team leaders, and business owners who want to achieve excellence, build customer trust, and gain a competitive edge in the global market.

Raouf

5.0

(11)

Are you a student in a bachelor's degree program, preparatory classes, or engineering school and need help understanding your math courses? I'm here to help you online.
Course in descriptive statistics, combinatorial analysis and probability. R programming language.
Algebra and analysis for the bachelor's degree.
Mathematics courses for engineering programs.
Numerical analysis courses for Master's and engineering programs.
High school diploma and university level.
I offer you the option of a single block course or sessions spread over several weeks.

Amine

5.0

(11)

◾ Tools

RStudio • SQL • SPSS • SAS • Jamovi • JASP

◾ Statistical Methods & Tests

Student's t-test • ANOVA • MANOVA • ANCOVA • Regression (linear & logistic) • Correlation • Chi-square • Nonparametric tests • PCA • MCA • Exploratory factor analysis • Classification / Clustering • Mediation • Moderation • Interpretation

◾ Data analysis & decision support

- Data preparation, structuring and validation using SAS, R and SQL
- Descriptive, exploratory and multivariate statistical analyses on business data
- Production of performance indicators and actionable analyses to support decision-making

◾ Selection and implementation of methods

- Preparation and structuring of databases
- Hypothesis testing and univariate, bivariate and multivariate analyses (ANOVA / ANCOVA)
- Linear and logistic regressions
- Factor analyses (PCA / MCA)
- Mediation and moderation models
- Classification / clustering

1) Academic support

- Lectures, tutorials, projects and assignments in statistics
- Help in understanding and interpreting the results
- Preparation for exams and academic presentations

2) Statistical analysis

- Descriptive statistics (univariate and bivariate)
- Multivariate analyses
- Data exploration and outlier detection

3) Statistical tests

- Correlations (Pearson, Spearman, Cohen's Kappa)
- t-tests (one and two samples, independent or paired)
- Chi-square, binomial tests
- z-scores and associated indicators

4) Statistical modeling

- Linear regressions (simple and multiple)
- Logistic regression
- Interpretation of coefficients, diagnostics and validation of models

5) ANOVA & ANCOVA

- One- or multi-factor ANOVA
- Repeated measures ANOVA
- Fixed and random effects
- Post-hoc tests and effect sizes

6) Factor analyses

- ACP / PCA (scree plot, factor scores, matrices)
- Exploratory factor analysis
- Factorial rotations
- Validation and interpretation of structures and clusters

◾ Reporting & communication

- Clear, structured and concise reporting of results
- Visualizations tailored to decision-makers
- Support for strategic and operational decision-making