Data Management and Statistical Analysis Using SPSS
Workshop by
Indepth Research Institute (IRES)
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On-Site
/ Workshop
May 06, 2024 - May 10, 2024
USD 1,100.00
Details
Introduction
SPSS is used extensively in business, government and academia. It is a statistical analysis package and so allows any organization or individual that holds large amounts of data to analyze it and understand it more deeply.
At its most simple it is very useful for discovering correlations between different variables. At its most powerful it can be used to make statistically valid forecasts for future events or results.
Everything in our course is aimed at making you a faster and more relaxed SPSS user. Our courses are deliberately hands-on including lots of small exercises and examples to ensure that you spend time working with SPSS.
We believe that software skills that are developed in this way are deeper than those developed from classroom explanations. Our exercises are carefully chosen to emphasize the key aspects of each lesson.
Outline
Topics to be covered
Module One
Basic statistical terms and concepts
- Basic data quality checks
- Basic exploratory data analysis procedures
- Basic Descriptive Statistics
- Common inferential statistics
Concepts and Software for Data Processing
- Use of Mobile Phones for Data Collection and Processing
An overview of SPSS
- Opening file and file extensions
- Spss windows
- Pull-down menus
- Toolbars/ status bars
- Frequently –used dialog boxes
- Editing output
- Printing results
Module Two
Data Entry, management and Manipulation
- Enter categorical and continuous data
- Define and label variables
- Transform, recode and compute variables
- Help files
- Replacing missing values
- Exploring data Selecting and sorting cases
- Restructuring data
- Merging files
- Syntax and output
Tabulations and summaries
- Frequency Tables
- Cross Tabulations
- Numerical summaries for discrete variables
- Tables for dichotomous variables
- Tables for categorical variables
- Tables for ordinal variables
- Tabulations for summary statistics for continuous variables
- Reliability analysis
- Stub and Banner Tables
Working with Graphics
- Graphs and charts for dichotomous and categorical variables
- Graphs and charts for ordinal variables
- Graphs and charts for continuous variables
- Creating and editing graphs and charts
- Graphing Qualitative data
- Graphing Quantitative data
Module Three
Introduction to quantitative Analysis using SPSS
- Basics for statistical analysis
- Testing for normality of data
- Choosing the correct statistical test
- Hypothesis testing
- Confidence intervals
- Tests of statistical significance (Parametric and non-parametric tests)
- Hypothesis testing versus confidence interval
- One sample tests: t-test, sign and signed rank tests
- Two-sample tests: t-test, Mann-Whitney test
- Three or more samples
- Correlation and simple linear regression
- Interpreting the data
Advanced Statistical Analysis
- Analysis of variance(ANOVA)
- Two-way ANOVA
- Regression Analysis
- General linear models
- Multiple Linear Regression
- Repeated Measures ANOVA
- Binary Logistic regression
- Data Reduction Methods
- Introduction to Longitudinal Analysis Using SPSS
- Interpreting data and presenting the findings
Speaker/s
IRES TEAM
Schedules
May 06, 2024 - May 10, 2024
| Weekdays | 08:00 AM — 05:00 PM |
May 13, 2024 - May 17, 2024
| Weekdays | 08:00 AM — 05:00 PM |
May 20, 2024 - May 24, 2024
| Weekdays | 08:00 AM — 05:00 PM |
May 27, 2024 - May 31, 2024
| Weekdays | 08:00 AM — 05:00 PM |
| No. of Days: | 5 |
| Total Hours: | 40 |
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Indepth Research Services (IRES) is a global institutional capacity building, technical and management consultancy firm with its head office in Nairobi, Kenya.
IRES offers technical and management consultancy services as well as education and training services designed for individuals’ and groups from organizations working in public, not for profit and private sectors.
IRES Kenya has identified itself with a niche market that largely comprises of Government ministries, departments and agencies (MDA’s) and UN agencies, Non-Governmental Organizations, from Africa, Europe, Asia, Middle-East and the Caribbean. We have also served academic institutions, international research organizations, financial institutions and private companies from across the globe. As at 2018 we offer our services in more than 15 locations globally.
Our technical and management consultancy services are in the areas of Agriculture, Education, Energy, Oil and gas, Health, Environment and natural resources, ICT for development, spatial planning, Governance, Management and leadership, communication, transport, revenue management, marketing development and environment among others.
Our education and training services are aimed helping individuals improve their professional knowledge, competence, skill, and effectiveness and enable the institutions to get the best out of their workforce. This is achieved through conducting high impact professional diploma and certificate courses, short courses, conferences, workshops and seminars. ...
IRES offers technical and management consultancy services as well as education and training services designed for individuals’ and groups from organizations working in public, not for profit and private sectors.
IRES Kenya has identified itself with a niche market that largely comprises of Government ministries, departments and agencies (MDA’s) and UN agencies, Non-Governmental Organizations, from Africa, Europe, Asia, Middle-East and the Caribbean. We have also served academic institutions, international research organizations, financial institutions and private companies from across the globe. As at 2018 we offer our services in more than 15 locations globally.
Our technical and management consultancy services are in the areas of Agriculture, Education, Energy, Oil and gas, Health, Environment and natural resources, ICT for development, spatial planning, Governance, Management and leadership, communication, transport, revenue management, marketing development and environment among others.
Our education and training services are aimed helping individuals improve their professional knowledge, competence, skill, and effectiveness and enable the institutions to get the best out of their workforce. This is achieved through conducting high impact professional diploma and certificate courses, short courses, conferences, workshops and seminars. ...
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