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Advanced Statistical Analysis Using IBM SPSS Statistics V25 (0G09AG) Training
Live Online & Classroom Enterprise Certification Training
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This course provides an application-oriented introduction to advanced statistical methods available in IBM SPSS Statistics.
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What is Advanced Statistical Analysis Using IBM SPSS Statistics V25 (0G09AG) Certification Training about?
What are the objectives of Advanced Statistical Analysis Using IBM SPSS Statistics V25 (0G09AG) Certification Training ?
Who is Advanced Statistical Analysis Using IBM SPSS Statistics V25 (0G09AG) Certification Training for?
What are the prerequisites for Advanced Statistical Analysis Using IBM SPSS Statistics V25 (0G09AG) Certification Training?
Available Training Modes
Live Online Training
12 HoursClassroom Training
2 DaysCourse Outline Expand All
Expand All
- Taxonomy of models
- Overview of supervised models
- Overview of models to create natural groupings
- Factor Analysis basics
- Principal Components basics
- Assumptions of Factor Analysis
- Key issues in Factor Analysis
- Improve the interpretability
- Use Factor and component scores
- Cluster Analysis basics
- Key issues in Cluster Analysis
- K-Means Cluster Analysis
- Assumptions of K-Means Cluster Analysis
- TwoStep Cluster Analysis
- Assumptions of TwoStep Cluster Analysis
- Nearest Neighbor Analysis basics
- Key issues in Nearest Neighbor Analysis
- Assess model fit
- Discriminant Analysis basics
- The Discriminant Analysis model
- Core concepts of Discriminant Analysis
- Classification of cases
- Assumptions of Discriminant Analysis
- Validate the solution
- Binary Logistic Regression basics
- The Binary Logistic Regression model
- Multinomial Logistic Regression basics
- Assumptions of Logistic Regression procedures
- Testing hypotheses
- Decision Trees basics
- Validate the solution
- Explore CHAID
- Explore CRT
- Comparing Decision Trees methods
- Survival Analysis basics
- Kaplan-Meier Analysis
- Assumptions of Kaplan-Meier Analysis
- Cox Regression
- Assumptions of Cox Regression
- Generalized Linear Models basics
- Available distributions
- Available link functions
- Linear Mixed Models basics
- Hierachical Linear Models
- Modeling strategy
- Assumptions of Linear Mixed Models
Who is the instructor for this training?
The Trainer is IBM certified Instructor with extensive domain experience, including years of experience training & mentoring professionals in the industry.
Advanced Statistical Analysis Using IBM SPSS Statistics V25 (0G09AG) Certification Training - Certification & Exam
- SpringPeople is the Authorized Training Partner of IBM through Tech Data
- For any queries, feel free to reach us at ibm@springpeople.com
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