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Graduating License3

Professional License in Applied Statistics and Econometrics

Three-year university program (180 ECTS) that trains statistical assistants, econometric study officers, and junior data analysts. The curriculum includes: descriptive and inferential statistics, probabilities, linear econometrics (OLS, heteroscedasticity, multicollinearity), time series (ARIMA, ARCH/GARCH), panel data, survey theory, R and Python for statistics, economic big data, machine learning applied to economics. Online program with thesis and defense.

180 ECTS Applied Mathematics and Statistics
Recommended Master's Degree track Master Pro in Banking, Finance, and Insurance
Professional License in Applied Statistics and Econometrics
Total cost
2,450,000 FCFA

Description

The Professional Bachelor's Degree in Applied Statistics & Econometrics from UNIVGA is a comprehensive three-year university program (180 ECTS) that trains statistical assistants, econometric study officers, junior data analysts, and collaborators in consulting firms capable of intervening in national statistics institutes, central banks, ministries, international organizations (AfDB, World Bank, IMF), consulting firms, and polling institutes.

Designed to meet the professionalization needs of African statistical institutes, the growing demand for rigorous econometric analyses to support public and private decision-making, and the rise of economic big data, this training is delivered 100% online. It combines the rigor of a university education in applied mathematics with the operationality of a position as a statistical assistant or junior data analyst.

Market issues and career opportunity

National statistical institutes (DGSEE Gabon, INS Cameroon, ANSD Senegal, INS Côte d'Ivoire), central banks (BCEAO, BEAC), ministries (economy, planning), international organizations, and private research offices are recruiting trained statistician-econometricians. Proficiency in R, Python, and econometric techniques is highly sought after, including for donor reports.

Curriculum pedagogical structure

Year 1 — Mathematical and economic fundamentals. General mathematics (analysis, linear algebra), descriptive statistics, probability calculations, general economics (microeconomics, macroeconomics), national accounting, scientific methodology, scientific English, basic computing, and advanced office automation (Excel).

Year 2 — Inferential Statistics and Econometrics. Inferential statistics (estimation, hypothesis testing), linear econometrics (general linear model, OLS, assumptions, heteroscedasticity, autocorrelation, multicollinearity), qualitative variables and dichotomous models (probit, logit), introduction to R and first statistical programs, survey theory and sampling designs, demography and social indicators.

Year 3 — Specialization in Advanced Econometrics and Data. Time series (stationarity, ARIMA, VAR, ARCH/GARCH, cointegration), panel data (fixed effects, random effects, dynamic GMM equations), econometrics of public policies (difference-in-differences, RDD, IV, matching), Python for data (pandas, scikit-learn), economic big data and nowcasting, machine learning applied to economics (random forest, boosting), ethics of statistics and data quality. The program concludes with a supervised professional thesis, presented orally via videoconference before an academic jury.

Career opportunities

Statistical assistant in a national statistics institute, econometric study officer in a central bank or ministry, junior data analyst in banking, telecommunications, or insurance, collaborator in a consulting firm and polling institute, research assistant in a university or research center, junior consultant in impact evaluation. Continuation to Master's in Statistics, Master's in Econometrics, Master's in Data Science, or ENSAE.

Suitable for working professionals

UNIVGA is designed to meet the needs of working professionals (80% of our audience). Platform accessible 24/7, flexible schedules, recorded virtual classes, personalized support. Ideal for higher-level technicians in statistics, survey agents, economic public service agents, and consulting firm collaborators wishing to professionalize.

What you will learn

Master the fundamentals of mathematics (analysis, linear algebra) applied to economics.
Understand and apply descriptive and inferential statistics.
Master estimation techniques and hypothesis testing.
Estimate a linear econometric model (OLS) and diagnose its assumptions.
Address issues of heteroscedasticity, autocorrelation, and multicollinearity.
Estimate models with qualitative variables (probit, logit).
Design and conduct a survey (sampling, weighting).
Model a time series (ARIMA, ARCH/GARCH).
Estimate a model on panel data and choose between fixed/random effects.
Conduct an impact evaluation (DiD, RDD, matching, IV).
Program in R and Python for applied statistics.
Write a professional thesis and defend it during an oral presentation before a jury

This program includes

Written Course, Audio & PDF
Key Takeaways + Graded Evaluation
Comprehension questions
Frequently Asked Questions (FAQ)
Timed Quiz
Professional Case Studies
Video conferencing course explanations
Supervised remote homework sessions
Graded business case studies
Professional internship report
Optional supervised project (real professional case)
Video conference defense
First Year
6 UEs 18 Lessons 60 ECTS
Semester 1 – 30 ECTS credits
Chapter 1: Functions, differentiation, integration.
Chapter 2: Linear algebra: matrices, determinants, systems.
Chapter 3: Optimization in one and multiple variables.
Chapter 1: Trend and dispersion indicators
Chapter 2: Distributions, skewness, kurtosis.
Chapter 3: Indices, cross-tabulations, bivariate analysis.
Chapter 1: Probability space, conditional probability, independence.
Chapter 2: Discrete and continuous random variables.
Chapter 3: Common distributions (binomial, Poisson, normal, Student).
Semester 2 – 30 ECTS credits
Chapter 1: Microeconomics: Consumer, Producer, Markets
Chapter 2: Macroeconomics: GDP, Inflation, Unemployment
Chapter 3: African National Accounting: SNA 2008
Chapter 1: Scientific Approach and Hypotheses
Chapter 2: Scientific English: Statistical and Econometric Vocabulary
Chapter 3: Reading Scientific Articles (Econometrica, AER)
Chapter 1: Advanced Excel for Statistical Analysis
Chapter 2: Introduction to Statistical Software (Interfaces)
Chapter 3: File Management, CSV, JSON Formats
Second Year
6 UEs 18 Lessons 60 ECTS
Semester 3 – 30 ECTS credits
Chapter 1: Sampling and Point Estimation
Chapter 2: Confidence Intervals
Chapter 3: Parametric and Non-parametric Hypothesis Tests
Chapter 1: Simple Linear Model and OLS
Chapter 2: Multiple Linear Model and Fisher Tests
Chapter 3: Classical Model Assumptions and Diagnostics
Chapter 1: Heteroscedasticity: Tests (Breusch-Pagan, White) and MCQ
Chapter 2: Autocorrelation: Durbin-Watson, Newey-West
Chapter 3: Multicollinearity: VIF and Solutions
Semester 4 – 30 ECTS credits
Chapter 1: Binary Choice Models: Probit, Logit
Chapter 2: Polytomous Models: Multinomial, Ordinal
Chapter 3: Marginal Effects and Interpretation
Chapter 1: Installing R/RStudio, Basic Syntax
Chapter 2: Data Manipulation: dplyr, tidyr
Chapter 3: Regressions and Tests in R
Chapter 1: Sampling Plans: SAS, Stratified, Clusters
Chapter 2: Horvitz-Thompson Estimators, Adjustment
Chapter 3: Demography: Indicators, Projections, Census
Third year
6 UEs 15 Lessons 60 ECTS
Semester 5 – 30 ECTS credits
Chapter 1: Stationarity, ADF/KPSS Tests, Differentiation
Chapter 2: ARIMA Models and Forecasting
Chapter 3: ARCH/GARCH and Multivariate VAR, Cointegration
Chapter 1: Fixed Effects vs Random Effects (Hausman)
Chapter 2: Dynamic Panels GMM (Arellano-Bond, Blundell-Bond)
Chapter 3: Econometric Applications (Growth, FDI, Inflation)
Chapter 1: Differences-in-Differences (DiD)
Chapter 2: Regression Discontinuity Design (RDD) and IV
Chapter 3: Matching, Propensity Score and Synthetic Control
Semester 6 – 30 ECTS credits
Chapter 1: Python: pandas, NumPy, statsmodels
Chapter 2: Economic Big Data: Alternative Sources, Scraping
Chapter 3: Nowcasting and Leading Indicators
Chapter 1: Random Forest, Gradient Boosting, XGBoost
Chapter 2: Cross-Validation, Overfitting, Metrics
Chapter 3: Statistical Ethics and Data Quality
Professional Memory and Tutored Project 10 credits 50 hours
supervised work

Admission Requirements

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Required documents — Professional License Training

Admission file to be compiled

Required documents for all levels:

🎓 Copy of the Baccalaureate certificate or diploma
🪪 Copy of ID
📸 Recent ID photo
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File Verification & Validation

All documents transmitted will be subject to a Administrative review. Your file will be officially approved or rejected after examination. Payment of tuition fees for degree programs will only be made after your application has been approved.

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Document transmission

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Online - Pre-registration Form

Submit your documents directly through our secure online form.

📝 Pre-registration Form
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In person — UNIVGA Group Headquarters

Libreville, Nzeng-Ayong Neighborhood, Chantier Moderne — top floor, door on the right of the tiled building opposite Plaisance.

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Payment methods

Tuition fees can be paid in several ways:

📱 Mobile Money Online on this site On-site at headquarters 🌍 International transfer

To find out the precise payment details suitable for your situation, please contact UNIVGA administration directly.

Contact Administration
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Training start

Given the nature 100 % Digital courses generally begin 1 to 3 business days after payment confirmation. This time frame allows the administration to prepare your file and create your student account.

How is your training going?

Each lesson is structured in progressive steps. You must complete the 3 mandatory activities to unlock the next lesson.

Male teacher

Real human supervision

Online flexibility + guaranteed pedagogical presence

Our educational model combines total flexibility and rigorous academic supervision. You access content at your own pace, while benefiting from regular video conferences with your teachers.

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Course explanations

Live in-depth sessions with your mentors to clarify each concept.

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Interactive educational exchanges

Q&A with your teachers, adapted to your pace and difficulties.

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Supervised online homework

Real-time proctored exams on Zoom or Google Meet, under real exam conditions.

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Upon your registration, an Custom academic calendar is communicated to you — guaranteeing serious follow-up and guided progress, without the constraints of continuous live classes.

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Lesson Unlock Rule

To access the next lesson, you must complete the 3 mandatory activities from the current lesson:

🔑 Key Points 🎯 Scenario 📝 Evaluation
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Professional thesis and defense

Your course concludes with the writing of a Professional memory addressing a concrete problem related to your specialty, followed by a online video conference defense in front of an academic jury (Zoom or Google Meet). You are accompanied by a dedicated tutor for framing, methodology, and defense preparation.

Optional Tutored Project: You can use a real-world case study from your professional environment as a supplementary deliverable to your thesis.

Thesis defense fees: 150,000 CFA francs — included in the total cost of the course, billed at the end before the jury session.

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The Essentials of the Course

Course + Audio + PDF

The core of your training. Each lesson includes a structured written course, an audio course for immersive listening and a Downloadable PDF to revise at any time, even offline. The content is organized progressively with definitions, concrete examples, and practical illustrations.

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Case study

A practical case study is integrated into each lesson with an in-depth explanation section to anchor theory in real-world situations.

Lesson FAQ

5 frequently asked questions answered at the bottom of each lesson to address the most common doubts about the subject matter.

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Preparation questions

Questions at the end of the lesson to deepen your own research or prepare for discussions with your academic advisor.

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Key Points

10 enrichments 🔓 Required

10 carefully selected points to deepen your understanding beyond the essentials of the course. They offer additional perspectives, practical applications, and hands-on advice. The validation of this tab is required to unlock the next lesson.

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Setting the Scene

Professional graded simulation 🔓 Required

You are placed in an interactive professional simulation. Real decisions are presented to you with immediate feedback and detailed correction. Your grade has been recorded and counts towards your academic progress. Validating this tab is mandatory to unlock the next lesson.

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Evaluation

20 varied questions quiz 🔓 Required

A 20-question quiz with varied formats (multiple choice, true/false, matching, practical case studies, etc.) to validate your mastery of the chapter. Instant results with detailed corrections. This grade counts towards your overall average. Validating this tab is mandatory to unlock the next lesson.

Frequently Asked Questions

Yes. The UNIVGA GROUP is registered with the National Agency for Investment Promotion of Gabon (ANPI-Gabon) and has all legal registrations: NIF 370669-C, RCCM GA-LBV-01-2020-A10-01945, and CNSS 014-0205895-A. The institution is also officially recognized by the Ministry of Professional Training under authorization no. 000306/MENICFP/SG/DGFP/DFP, which empowers it to train and issue training certificates as well as Bac+2 level diplomas, notably the DTS.

UNIVGA is authorized to directly issue training certificates and Bac+2 level diplomas (DTS). For higher level diplomas—Professional Bachelor's, Bachelor's, Professional Master's, MBA, DBA—they are issued by our local or international partner universities. This collaboration ensures that your diplomas benefit from broad academic recognition, beyond Gabon's borders.

Yes, on multiple levels. In the UK, UNIVGA GROUP is registered under company number 12581906, recognized by HM Revenue and Customs (HMRC) with VAT number GB353434312, and listed on the UK Register of Regulated Educational Institutions under UKPRN 10086514. UNIVGA is also accredited (ID: CINVU11GA2019I1156) as an Executive Board Member and Member of the Educational Committee of CINVU (Comstech Inter-Islamic Network on Virtual Universities), which operates under the auspices of the Standing Committee on Scientific and Technological Cooperation of the Organization of Islamic Cooperation (OIC). This accreditation signifies our academic excellence and contribution to higher education globally.

Le CINVU (Comstech Inter-Islamic Network on Virtual Universities) is an international network that promotes cooperation and knowledge sharing among virtual universities and higher education institutions in the member countries of the Organization of Islamic Cooperation (OIC). UNIVGA sits on its executive board and educational committee under the identifier CINVU11GA2019I1156. This accreditation attests to the quality of our teaching, our academic standards, and our commitment to digital higher education within a network spanning over 50 countries.

The UNIVGA GROUP’s headquarters are located in Libreville, Gabon—Nzeng-Ayong neighborhood, Chantier Moderne, top floor, the door to the right of the tiled building across from Plaisance. Although our courses are 100% online, we maintain a physical location to welcome students, accept registration documents, and process tuition payments. The institution is also incorporated in the United Kingdom as a company (Company Number 12581906), which reinforces its international scope.

GROUPE UNIVGA is the official and administrative name of the institution, the one that appears on all legal documents, registrations, and ministerial authorizations. «Université Virtuelle du Gabon» (or UNIVGA) is the trade name adopted to reflect the institution’s fully digital nature and to make it easier for the public to identify it. It is therefore the same entity: the administrative name is GROUPE UNIVGA, and the commonly used name is Virtual University of Gabon.

Each lesson is structured in several progressive steps. You begin with the Course Essentials (written text + audio + downloadable PDF), which includes a case study explained in detail, a FAQ, and preparation questions. Then, you complete 3 mandatory activities: Key Points (10 enrichments), Role Play (professional decision simulation), and Assessment (timed quiz). All 3 activities must be completed to unlock the next lesson.

Yes. Each lesson includes an audio course that you can listen to at any time, as well as a downloadable PDF containing all of the written content of the lesson. This allows you to review offline, on the go, or without internet access. The audio content is particularly popular with students who want to learn while mobile.

Each lesson includes a practical case study directly integrated into the course content. It is accompanied by an in-depth explanation section to help you understand how theory applies in a real-world situation. These cases are drawn from actual professional contexts (African and international) and allow you to ground your learning in practice from the very first reading.

The preparation questions at the end of each lesson serve a dual purpose. First, they allow you to deepen your understanding of the course through your own research and personal reflection. Second, for students pursuing a degree, they serve to prepare you for discussions during your videoconferenced course explanation sessions with your academic advisor. By working on them in advance, you will get the most out of each session.

Yes, all mandatory activities (Key Points, Role-Playing, Evaluation) are automatically graded by the platform. You get immediate feedback on your answers with your score and mastery level. This allows you to quickly identify your weaknesses and review the necessary concepts before continuing your progress.

The progressive unlocking system ensures that each student truly grasps the concepts before moving on. The 3 mandatory activities (Key Points, Scenario, and Assessment) verify different skills: comprehension, decision-making, and recall. This rigorous pedagogical model ensures the quality of the course and the value of your training.

For a degree program, you must provide at minimum: a copy of your Baccalaureate certificate or diploma, a copy of your ID, and a recent ID photo. Depending on your enrollment level (L3/Bachelor: proof of Bac+2; Master/MBA: Bachelor's degree Bac+3; DBA: Master's degree Bac+5), additional documents will be required. Payment of tuition fees is only made after your application has been validated by the administration.

You have two options. You can submit your documents directly online via the pre-registration form at univga.org/preinscription/, or visit the UNIVGA Group headquarters in person in Libreville, Nzeng-Ayong neighborhood, Chantier Moderne (top floor, door on the right of the tiled building opposite Plaisance). In both cases, your documents will be verified before official validation.

UNIVGA accepts several payment methods: Mobile Money, online directly on the website, in person at the Libreville headquarters, or by international transfer. To get the exact details for your payment method, please contact UNIVGA administration directly via the "Contact Us" tab on this page.

Thanks to the institution’s fully digital system, courses typically begin within 1 to 3 business days after your payment is confirmed. This short turnaround time allows the administration to finalize your enrollment, create your student account, and set up your access to the platform with all your courses.

Video conferencing sessions are live sessions on Zoom or Google Meet, scheduled according to your personalized academic calendar. They include in-depth course explanations by your academic advisors, interactive question-and-answer sessions tailored to your difficulties, as well as real-time supervised assignments. Connection links are sent to you by email before each session. This calendar is given to you upon registration.

Supervised assignments take place live on Zoom or Google Meet, under the conditions of a real exam. You compose within a set time limit, with your camera on, under the supervision of your academic advisor. These assessments are scheduled in advance in your academic calendar and complement the platform's automatic assessments to ensure maximum academic rigor.

Once your registration is validated, you will receive a personalized academic calendar. It organizes your curriculum by defining the course periods, video conferencing session dates, supervised assignments, and, where applicable, the defense. This calendar ensures a serious follow-up and guided progress, while allowing you the flexibility of online learning—without the constraints of constant live classes.

Yes, enrollment is open year-round thanks to UNIVGA's digital format. Your personalized academic calendar is established from your effective enrollment date, allowing you to start at any time. Each student thus follows an individualized path, independent of others.

Online admission

This training is graduating Your application is being reviewed by our admissions committee before validation and access to the payment platform.

📋 4-Step Procedure

  1. Fill out your pre-registration form below (approx. 5 min).
  2. Our committee is reviewing your application under 72 business hours.
  3. If accepted, you will receive your by email Admission certificate and the link for payment of registration fees.
  4. You pay your fees and immediately access your training space.

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