INTRODUCTION

This course provides an application-oriented introduction to advanced statistical methods available in IBM SPSS Statistics. Students will review a variety of advanced statistical techniques and discuss situations in which each technique would be used, the assumptions made by each method, how to set up the analysis, and how to interpret the results. This includes a broad range of techniques for predicting variables, as well as methods to cluster variables and cases. The prerequisites of this course include experience with IBM SPSS Statistics. You need to have knowledge of statistics either by job experience, intermediate level statistics oriented courses or completion of the introduction to machine learning models using IBM statistics modeler.

Duration

5 Days

Who Should Attend

• SPSS Statistics users who want to advance  themselves further with the statistical capabilities of IBM SPSS Statistics Base. 
• Anyone who wants to refresh their knowledge and statistical experience.

COURSE LEVEL: Intermediate

Course Objectives

By the end of the training, participants should be able to;

• Set up analysis and interpret results using IBM SPSS
• Investigate and test relationships within data
• Have a predictive approach of insights with the results obtained from statistical analysis

Course Outline

• Introduction to advanced statistical analysis 
• Grouping variables with Factor Analysis and Principal Components Analysis 
• Grouping cases with Cluster Analysis 
• Predicting categorical targets with Nearest Neighbor Analysis 
• Predicting categorical targets with Discriminant Analysis 
• Predicting categorical targets with Logistic Regression 
• Predicting categorical targets with Decision Trees 
• Introduction to Survival Analysis 
• Introduction to Generalized Linear Models 
• Introduction to Linear Mixed Models

Course Administration Details:

METHODOLOGY

The instructor led trainings are delivered using a blended learning approach and comprise of presentations, guided sessions of practical exercise, web-based tutorials and group work. Our facilitators are seasoned industry experts with years of experience, working as professional and trainers in these fields.

All facilitation and course materials will be offered in English. The participants should be reasonably proficient in English.

ACCREDITATION

Upon successful completion of this training, participants will be issued with an Indepth Research Institute (IRES) certificate certified by the National Industrial Training Authority (NITA).

TRAINING VENUE

The training will be held at IRES Training Centre. The course fee covers the course tuition, training materials, two break refreshments and lunch.

All participants will additionally cater for their, travel expenses, visa application, insurance, and other personal expenses.

ACCOMMODATION AND AIRPORT PICKUP

Accommodation and airport pickup are arranged upon request. For reservations contact the Training Officer.

Email:[email protected]/[email protected]

Mob: +254 715 077 817/+250789621067

TAILOR- MADE

This training can also be customized to suit the needs of your institution upon request. You can have it delivered in our IRES Training Centre or at a convenient location.

For further inquiries, please contact us on Tel: +254 715 077 817/+250789621067

Mob: +254 792516000, +254 792516010 , +250 789621067 ,or mail [email protected]/[email protected]

PAYMENT

Payment should be transferred to IRES account through bank on or before start of the course.

Send proof of payment to [email protected]/[email protected]

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