How to Use Stata For Analyzing Complex Survey Data

This course provides an introduction to specialized software procedures that have been developed for the analysis of complex sample survey data including testing for between-group differences in means and proportions, regression analysis, logistic regression and multilevel modelling. Specialized procedures for survey data analysis from the Stata systems for data management and analysis will be used to develop course examples and exercises

FineResults Research Services would like to invite you to take part in our upcoming workshops on Research at our FineResults Research Services training facilities in Nairobi, Kenya or online.

ANALYSIS OF COMPLEX SAMPLE SURVEY DATA USING STATA

INTRODUCTION
Standard courses on statistical analysis assume that survey data arise from a simple random sample of the target population. Little attention is given to characteristics often associated with survey data, including missing data, unequal probabilities of selection, stratified multistage sample designs, and measurement errors. Most standard statistical procedures in software packages commonly used for data analysis do not allow the analyst to take these properties of survey data into account unless specialized survey procedures are used. Failure to do so can have an important impact on the results of all types of analyses, ranging from simple descriptive statistics to estimates of parameters of multivariate models.

LEARNING OBJECTIVES
At the end of the training, participant will understand:
• Descriptive and inferential statistics
• Various data collection techniques and data processing methods e.g. Open data Kit (ODK)
• How to create and manipulate graphs and figures in STATA
• How to use STATA effectively for manipulating and analysing data.

DURATION
5 Days

COURSE OUTLINE
Module 1:
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

Module 2:
Survey estimation and inference for complex designs
• Complex sample designs, survey estimation and inference
• Multi-stage designs, stratification, cluster sampling, weighting, item missing data, finite population corrections
• Models and assumptions for inference from complex sample survey data
• Sampling distributions, confidence intervals
• Design effects.

Module 3:
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

Module 4:
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

Module 5:
Time series Analysis
• Basic elements of time-series analysis
• Managing and summarizing time-series data
• Univariate models
• Introduction to forecasting in STATA
TRAINING CUSTOMIZATION
This training can also be customized for your institution upon request. You can also have it delivered your preferred location.
For further inquiries, please contact us through Mobile: (+254 759 285 295) or Email: training@fineresultsresearch.org



TRAINING FEE
Cost:
In-person USD 900


Visit our website for more details

Date: 16 May 2022 to 20 May 2022
Time: 08:00 - 16:00
Venue: FineResults Research Services Training Center, Nairobi
Cost: USD 900 .

Date: 18 July 2022 to 22 July 2022
Time: 08:00 - 16:00
Venue: FineResults Research Services Training Center, Nairobi
Cost: USD 900 .

Date: 19 September 2022 to 23 September 2022
Time: 08:00 - 17:00
Venue: FineResults Research Services Training Center, Nairobi
Cost: USD 900 .

Date: 21 November 2022 to 25 November 2022
Time: 08:00 - 16:00
Venue: FineResults Research Services Training Center, Nairobi
Cost: USD 900 .

Contact: Edith Wairimu
Company name: FineResults Research Services Training Center
Telephone number: +254 759 285 295
Email address gro.hcraeserstluserenif@gniniart

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