FineResults Research Services would like to invite you to take part in our upcoming workshops on Research Courses at our FineResults Research Services training facilities in Nairobi Kenya or online.
13/05/2024-17/05/2024 Advanced Statistical Analysis Using Statistical Package for Social Sciences SPSS
Introduction
Statistical Package for the Social Sciences (SPSS) is designed for complex statistical data analysis in the social sciences. It facilitates thorough data management offering users significant control in organizing and managing data. The software excels in data screening and cleaning preventing accidental data deletion through its well-organized output window and data editor. This 5-day course aims to equip participants with advanced techniques for utilizing SPSS emphasizing its capabilities in statistical analysis data management and output organization to enhance participants' proficiency in leveraging the software for in-depth data analysis.
Duration
5 days
Target Participants
Researchers students anyone who interested in enhancing his/ her data analysis skills
Course Objectives
By the end of the training you will be able to:
- Understand both descriptive and inferential statistics
- Understand various data collection techniques and data processing methods
- Use basic functions and navigation within Stata and SPSS software
- Create and manipulate graphs and figures in SPSS software
Topics
Module 1: Statistical Concepts
- Statistical Concepts
- Types of data
- Data Structures and Types of Variables
- Overview of SPSS
- Working with the SPSS software (file management editing functions viewing options)
- Output Management
Module 2: Data Entry/Management
- Entering categorical and continuous data
- Defining and labeling variables
- Validation and Sorting variables
- Transforming recording and computing variables
- Restructuring data
- Merging files and restructuring
- Splitting files selecting cases and weighing cases
- Syntax and output
Module 3:
Statistical Inference and Descriptive Statistics
- Tests of Association
- Tests of Difference
- Hypothesis testing
Measures of Variability and Central Tendency
- Describing quantitative data
- Describing qualitative data
Graphics in Data Analysis
- Graphing quantitative data
- Graphing qualitative data
- Advanced graphics options
Correlation
- Correlation of bivariate data
- Subgroup Correlations
- Scatterplots of Data by Subgroups
- Overlay Scatterplots
Module 4: Test statistics
Comparing Means
- One Sample t-tests
- Paired Sample t-tests
- Independent Samples t-tests
- Comparing Means Using One-Way ANOVA
- MANOVA: multivariate analysis of variance
- Repeated Measures ANOVA
Tests of associations
- Goodness of Fit Chi Square All Categories Equal
- Goodness of Fit Chi Square Categories Unequal
- Chi Square for Contingency Tables
- Pearson Correlation
- Spearman Correlation
Nonparametric Statistics
- Mann-Whitney Test
- Wilcoxon’s Matched Pairs Signed-Ranks Test
- Kruskal-Wallis One-Way ANOVA
- Friedman’s Rank Test for k Related Samples
Comparing Means Using Factorial ANOVA
- Factorial ANOVA Using GLM Univariate
- Simple Effects
Module 5:
Comparing Means Using Repeated Measures ANOVA
- Using GLM Repeated Measures to Calculate Repeated Measures ANOVAs
- Multiple Comparisons
Other topics
- Multiple Regression Analysis
- Logistic regression (Binary & Multinomial)
- Cluster Analysis
- Factor analysis
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Requirements
Participants should be reasonably proficient in English. During the trainings participants should come with their own laptops.
Training Fee
The course fee covers the course tuition training materials two break refreshments lunch and study visits.
Cancellation Policy
- All requests for cancellations must be received in writing.
- Changes will become effective on the date of written confirmation being received.
Event Venue
FineResults Research, Fahari Palace Apartments, along, PQPQ+P82, Church Rd, Nairobi, Kenya
USD 1000.00
