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Training on Data Management and Statistical Analysis using SPSS with Akwajobs Academy

   (Online (Virtual))

Posted : 26 June, 2021
Category : Training & Development   Location : Online (Virtual)
Job type : Part Time

About the course

Statistical Package for Social Sciences (SPSS) is one of the most user friendly statistical software for researchers providing visualization and data analytical tools. This course provides the participants with a practical application of the statistical component of IBM® SPSS® Statistics. Participants will review several statistical techniques, gain an understanding of when and why to use these various techniques as well as how to apply them with confidence, interpret their output, and graphically display the results.

Target Participants

The training is designed for participants who intend to learn the use of SPSS for data management and data analysis. Those working in the corporate world, public sector, research institution and NGOs.

Course duration

Online Training – 8 Weeks – 2 days/week
Classroom Training – 8 Weeks – 2 days/week

What you will learn

Understand and appropriately use statistical terms and concepts
Perform data analysis tasks with SPSS
Perform simple to complex data management tasks using SPSS
Statistical tests using SPSS


Course Outline

Introduction to Statistical Analysis
Explain the basic steps of the research process
Explain differences between populations and samples
Explain differences between experimental and non-experimental research designs
Explain differences between independent and dependent variables
Introduction to SPSS statistical software
SPSS interface and features
Key terminologies used in SPSS
Views: Variable, Data views, Syntax editor
Data file preparation
Data entry into SPSS
Data manipulation: merge files, spit files, sorting files, missing values
Basic Statistics using SPSS
Descriptive statistics for numeric variables
Frequency tables
Distribution and relationship of variables
Cross tabulations of categorical variables
Stub and Banner Tables
Graphics using SPSS
Introduction to graphs in SPSS
Graph commands in SPSS
Different types of Graphs in SPSS
Statistical Tests using SPSS
One Sample T Test
Independent Samples T Test
Paired Samples T Test
One-Way ANOVA
Statistical Associations in SPSS
Chi-Square test
Pearson's Correlation
Spearman's Rank-Order Correlation
Bivariate Plots and Correlations for Scale Variables
Predictive Models using SPSS
Linear Regression
Multiple Regression
Logistic Regression
Ordinal Regression
Nonparametric Tests
Describe when non-parametric tests should and can be used
Describe the options in the Nonparametric Tests procedure dialog box and tabs
Interpret the results of several types of nonparametric tests
Longitudinal Analysis using SPSS
Features of Longitudinal Data
Exploring Longitudinal data
Longitudinal analysis for continuous outcomes
Time Series and Forecasting using SPSS
The basics of forecasting
Smoothing time series data
Regression with time series data
ARIMA models
Intervention analysis
SPSS Decision Trees
Introduction to SPSS Decision Trees
Application of SPSS Decision Trees
Overview of decision tree based methods (CRT Decision Trees CRT Regression Trees Quest Analysis)

Training Approach

This course is delivered by our seasoned trainers who have vast experience as expert professionals in the respective fields of practice. The course is taught through a mix of practical activities, theory, group works and case studies.
Training manuals and additional reference materials are provided to the participants.


Certification

Upon successful completion of this course, participants will be issued with a certificate.

Tailor-Made Course

We can also do this as a tailor-made course to meet organization-wide needs. Contact us to find out more akwajobs@gmail.com

Payment

The training fee - $200 (110,518 CFA) covers tuition fees, learning materials, and training venue. Accommodation and airport transfer are arranged for our participants upon request.
Payment should be sent to our Mobile Money Account Number +237 674 542 410 with account name Ayinuih Sahfua Asamaou before start of training and proof of payment sent to akwajobsacademy@gmail.com

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