Data Management & Analysis for Surveys using STATA-(Advanced Level)
Details
The training objective of these one week Training in Data Management & Analysis for Surveys using STATA-(Advanced Level) will impact skills that are of very high demand in Data Management & Analysis. STATA is a complete statistical software package for data management, data analysis and graphics. It comprises classical and advanced functions including: panel data analysis, forecasting, time series analysis, survival analysis, cross sectional and longitudinal survey methods, structural equation modelling, simulation methods and tables for almost all researchers and analysts. The software can be used via a graphical user interface.
Who should attend?- Statisticians & Researchers
- Planners & Monitors and Evaluators
- NGOS & Government Ministries
- Project Managers
- The participant will learn panel data analysis, forecasting, time series analysis survival analysis, cross sectional and longitudinal survey methods, structural equation modelling, simulation methods with tables
- The participant will understand both descriptive and inferential statistics
- The participant will learn various data collection techniques and data processing methods
- The participant will learn how to use mobile phones for data collection(Open data Kit) ODK
- The participant will learn the basic functions and navigation within STATA
- The participant will learn how to create and manipulate graphs and figures in STATA
- The participant will learn annotate data, set out command functions, create and execute Do files.
- The participant will learn how to use STATA effectively for manipulating and analysing data.
- The participant will learn how to keep records of your work and create reproducible analyses.
- The participant will learn how to export the results they analyse.
Outline
Introduction to Statistics, Data Collection, Processing and STATA
- Introduction to Statistics Concepts
- Data Processing and Management with STATA
- Concepts and Software and technologies for Data Collection and Processing
- Data Processing and Management with STATA
- STATA Basics
- Data Structures and Types of Variables
- Data Management using STATA
Output management and tabulating data with STATA
- Output Management
- Basics of STATA programming
- Tabulating data with STATA
Basic STATA Graphics
- Basics of graphing
- Graphing quantitative
- Graphing qualitative data
- Advanced graphing
Statistical Inference
- Tests of Association
- Tests of Difference
- Hypothesis testing
Regression Analysis using STATA
- Linear Regression
- Multiple Regressions
- Binary regression
- Logistic Regression
- GLM Model
- The Problems with regression
Advanced analysis of complex survey data
- Introduction to survey data
- Bayesian Analysis of Complex Sample Survey Data
- Generalized Linear Mixed Models (GLMMs) in Survey Data Analysis
- Fitting Structural Equation Models to Complex Sample Survey Data
- Small Area Estimation and Complex Sample Survey Data
- Nonparametric Methods for Complex Sample Survey Data
Panel data analysis
- Introduction to panel data analysis
- Advanced longitudinal/panel data analysis
Time series Analysis
- Basic elements of time-series analysis
- Managing and summarizing time-series data
- Univariate models
- Introduction to forecasting in STATA
AJT specializes in short Corporate and International Development courses between two days and two weeks in length. At AJT, our primary objective is to help develop the skills of our delegates to enable them to tackle existing challenges and grow within their organizations. Our training courses cover virtually all aspects of development, including Research & Data Management, Monitoring & Evaluation, Project Management, Geospatial Information Systems (GIS), Humanitarian Development, Agriculture & Food Security;Climate Change, Health and Social Care,Law & Governance,Energy & Oil, ICT for Development Technology,Team Building and Advanced Management. We also specialize in training statistical research analysis using STATA, SPSS, R, CSPro, ODK, NVIVO and ArcGIS software’s.Our courses have been designed to provide the very best training for all levels – from basic introduction, to intermediary and advanced level. Our courses are delivered in Kenya, South Africa, Nigeria ,Ethiopia and selected locations.
We Help professionals in all fields to develop in the right areasWith clients coming from the Humanitarian and Non Governmental Organizations (NGOs), as well as from the Public and Private sectors, amongst others, it’s fair to say that we have all the bases covered and indeed, if it’s true enlightenment that professionals are interested in, we’re of the firm opinion that the tailored packages that we are able to offer are pretty much unrivalled. In the genre of development training, we strive to be at the leading edge of things and indeed, when it comes to development and humanitarian courses; we believe that we are able to facilitate the needs of one and all. ...
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