Masterclass in Econometrics and Data Analysis with Advanced STATA Certification

Course Outline

Module 1: Advanced Data Management and Programming

ü  Merging and appending complex datasets

ü  Reshaping data (long to wide and vice versa)

ü  Introduction to loops and macros

ü  Creating custom commands and functions

ü  Practical Session: Automating a Data Cleaning and Merging Workflow

Module 2: Advanced Linear Regression and Diagnostics

ü  Assumptions of OLS and their implications

ü  Heteroskedasticity and robust standard errors

ü  Multicollinearity and autocorrelation

ü  Outliers, leverage, and influence

ü  Practical Session: Conducting a Full Regression Diagnostic on a Dataset

Module 3: Generalized Linear Models

ü  Introduction to GLM family of models

ü  Logistic regression for binary outcomes

ü  Poisson and negative binomial regression for count data

ü  Probit and multinomial logit models

ü  Practical Session: Building and Interpreting a Logistic Regression Model

Module 4: Panel Data Analysis

ü  Introduction to panel data structures

ü  The difference between pooled OLS, Fixed Effects, and Random Effects

ü  Hausman test to choose between FE and RE models

ü  Dynamic panel models

ü  Practical Session: Estimating and Interpreting a Panel Data Model

Module 5: Time-Series Econometrics

ü  Stationarity, unit roots, and differencing

ü  Autoregressive (AR), Moving Average (MA), and ARMA models

ü  Forecasting with ARIMA models

ü  Introduction to ARCH and GARCH for volatility modeling

ü  Practical Session: Running a Time-Series Forecast on Real-World Data

Module 6: Causal Inference and Program Evaluation

ü  Introduction to causal inference

ü  Instrumental Variables (IV) and Two-Stage Least Squares (2SLS)

ü  Difference-in-Differences (DiD) models

ü  Propensity Score Matching (PSM)

ü  Practical Session: Implementing a DiD Model to Evaluate a Program's Impact

Module 7: Survival Analysis

ü  Introduction to survival data and censoring

ü  Kaplan-Meier and Nelson-Aalen survival curves

ü  Log-rank test

ü  Cox proportional hazards regression

ü  Practical Session: Analyzing and Visualizing Survival Data

Module 8: Introduction to Meta-Analysis

ü  Concepts and goals of meta-analysis

ü  Data preparation for meta-analysis in STATA

ü  Fixed-effects vs. random-effects models

ü  Creating forest plots

ü  Practical Session: Performing a Meta-Analysis on a Set of Studies

Module 9: Reporting and Reproducible Research

ü  Using DO files for transparency and reproducibility

ü  Creating publication-quality tables and graphs

ü  Integrating STATA output with Word, Excel, and LaTeX

ü  Best practices for documenting your work

ü  Practical Session: Creating a Fully Reproducible Research Report

Module 10: The Certified Analyst Capstone Project

ü  Participants will be given a complex dataset and a research question

ü  Independently apply skills learned throughout the course

ü  Present findings and code to the class

ü  Receive final feedback and certification

ü  Practical Session: Final Project Presentation and Peer Review

About Our Trainers

Our trainers are highly experienced data scientists and economists with advanced degrees and extensive backgrounds in both academia and industry. With over a decade of experience using STATA for complex research, they have taught at leading universities and trained professionals from various organizations. Their expertise is both theoretical and practical, ensuring you learn not just the "how," but also the "why" behind each command.

Quality Statement

We are committed to delivering a superior learning experience. Our advanced STATA certification course features a meticulously designed curriculum, expert instruction, and a hands-on approach to ensure you leave with tangible, applicable skills. We believe in providing quality education that directly translates to professional growth and success.

Admission Criteria

ü  Participants should be reasonably proficient in English. 

ü  Applicants must live up to Phoenix Center for Policy, Research and Training admission criteria.

Terms and Conditions

1. Discounts: Organizations sponsoring Four Participants will have the 5th attend Free
2. What is catered for by the Course Fees: Fees cater for all requirements for the training – Learning materials, Lunches, Teas, Snacks and Certification. All participants will additionally cater for their travel and accommodation expenses, visa application, insurance, and other personal expenses.
3. Certificate Awarded: Participants are awarded Certificates of Participation at the end of the training.
4. The program content shown here is for guidance purposes only. Our continuous course improvement process may lead to changes in topics and course structure.
5. Approval of Course: Our Programs are NITA Approved. Participating organizations can therefore claim reimbursement on fees paid in accordance with NITA Rules.

Booking for Training

Simply send an email to the Training Officer on training@phoenixtrainingcenter.com and we will send you a registration form. We advise you to book early to avoid missing a seat to this training.

Or call us on +254720272325 / +254737296202

Payment Options

We provide 3 payment options, choose one for your convenience, and kindly make payments at least 5 days before the Training start date to reserve your seat:

1. Groups of 5 People and Above – Cheque Payments to: Phoenix Center for Policy, Research and Training Limited should be paid in advance, 5 days to the training.
2. Invoice: We can send a bill directly to you or your company.
3. Deposit directly into Bank Account (Account details provided upon request)

Cancellation Policy

1. Payment for all courses includes a registration fee, which is non-refundable, and equals 15% of the total sum of the course fee.
2. Participants may cancel attendance 14 days or more prior to the training commencement date.
3. No refunds will be made 14 days or less before the training commencement date. However, participants who are unable to attend may opt to attend a similar training course at a later date or send a substitute participant provided the participation criteria have been met.

Tailor-Made Courses

We understand that every organization has unique challenges and opportunities as well as unique training needs. Phoenix Training Center offers tailor-made courses designed to address specific requirements and challenges faced by your team or organization. Whether you need a customized curriculum, a specific duration, or on-site delivery, we can adapt our expertise to provide a training solution that perfectly aligns with your objectives. We can customize this Course to focus on your industry, specific risk profile, or internal stakeholder dynamics. Contact us to discuss how we can create a bespoke training program that maximizes value and impact for your team. For further inquiries, please contact us on Tel: +254720272325 / +254737296202 or Email training@phoenixtrainingcenter.com

Accommodation and Airport Pick-up

For physical training attendees, we can assist with recommendations for accommodation near the training venue. Airport pick-up services can also be arranged upon request to ensure a smooth arrival. Please inform us of your travel details in advance if you require these services. For reservations contact the Training Officer on Email: training@phoenixtrainingcenter.com or on Tel: +254720272325 / +254737296202