STATISTICAL ANALYSIS COURSE USING SPSS
Live-Online Training: N175,000
Classroom Training: N 215,000
3 - 4 participants: 5% discount
5 or more participants: 10% discount
(Available also for Customised Training by Duration, Venue & Fee)
(PARTICIPANTS SHOULD BRING THEIR LAPTOPS)
Programme Description
SPSS is a powerful tool that is capable of conducting just about any type of data analysis used in the social science, the natural science or in the business world. Data analysis is the language of research.
Course Objective
At the end of this course participant will be able to;
- Understand how to use Data View and Variable view tools
- Construct Graphical Display of the analysed data.
- Understand inferences for Categorical Data
- To know how to analyse various variances with precision
- Analyse of Repeated Measures II: Linear Mixed Effects
- Master how to how to classify Cluster Analysis and Discriminant Analysis
Contents
DAY ONE
The Conceptual and Practical Understanding of SPSS
- Introduction
- Getting Help
- Data Entry
- The Data View Spreadsheet
- The Variable View Spreadsheet
- Storing and Retrieving Data Files
- The Statistics Menus
- Data File Handling
- Generating New Variables
- Running Statistical Procedures
- Constructing Graphical Displays
- The Output Viewer
- The Chart Editor
- Programming in SPSS
Data Description and Simple Inference for Continuous
- Description of Data
- Methods of Analysis.
- Analysis Using SPSS
DAY TWO
Simple Inference for Categorical Data:
Description of Data
- Methods of Analysis
- Analysis Using SPSS
- Husbands and Wives Revisited.
- ifespans of Rats Revisited
- Belief in the Afterlife
Multiple Linear Regression:
Description of Data
- Multiple Linear Regression
- Analysis Using SPSS
Analysis of Variance I: One-Way Designs.
- Description of Data
- Analysis of Variance.
- Analysis Using SPSS
DAY THREE
Analysis of Variance II: Factorial Designs
Description of Data
- Analysis of Variance
- Analysis Using SPSS
Analysis of Repeated Measures I: Analysis of Variance
Type Models; Field Dependence and a Reverse Stroop
Task
- Description of Data
- Repeated Measures Analysis of Variance
- Analysis Using SPSS
Analysis of Repeated Measures II: Linear Mixed Effects
Models;
Description of Data
- Linear Mixed Effects Models
- Analysis Using SPSS
DAY FOUR
Logistic Regression: Who Survived the Sinking of the
Titanic?
- Description of Data
- Logistic Regression
- Analysis Using SPSS
Survival Analysis
Description of Data
- Survival Analysis and Cox’s Regression
- Analysis Using SPSS
Principal Component Analysis and Factor Analysis:
Crime in the U.S. and AIDS Patients’ Evaluations of
Their Clinicians
- Description of Data
- Principal Component and Factor Analysis
- Principal Component Analysis
- Factor Analysis
- Factor Analysis and Principal Components Compared
- Analysis Using SPSS
Maximum Likelihood Factor Analysis
DAY FIVE
Classification: Cluster Analysis and Discriminant
Function Analysis;
- Description of Data
- Classification: Discrimination and Clustering
- Analysis Using SPSS.
Exercises
- Sudden Infant Death Syndrome (SIDS)
- Nutrients in Food Data
- More on Tibetan Skulls
- General Revision