Advanced Statistics using SPSS Predictive Analytics Software Training Course

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Course Code

advspsspas

Duration Duration

28 hours (usually 4 days including breaks)

Requirements Requirements

Knowledge of SPSS and the basis of statistics. Course participant should complete the training of SPSS Statistics Predictive Analytics Software.

Overview Overview

Goal:

Mastering the skill work independently with the program SPSS for advanced use, dialog boxes, and command language syntax for the selected analytical techniques.

The addressees:

Analysts, researchers, scientists, students and all those who want to acquire the ability to use SPSS package and advanced level and learn the selected statistical models. Training takes universal analysis problems and it is dedicated to a specific industry

Course Outline Course Outline

Preparation of a database for analysis

  • management of data collection
  • operations on variables
  • transforming the variables selected functions (logarithmic, exponential, etc.)

Parametric and nonparametric statistics, or how to fit a model to the data

  • measuring scale
  • distribution type
  • outliers and influential observations (outliers)
  • sample size
  • central limit theorem

Study the differences between the characteristics of statistical

  • tests based on the average and media

Analysis of correlation and similarities

  • correlations
  • principal component analysis
  • cluster analysis

Prediction - single regression analysis and multivariate

  • method of least squares
  • Linear Model
  • instrumental variable regression models (dummy, effect, orthogonal coding)

Statistical Inference


Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From 4480EUR
Request
Private Classroom Private Classroom
Participants are from one organisation only. No external participants are allowed. Usually customised to a specific group, course topics are agreed between the client and the trainer.
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From 3680EUR
Request quote

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Public Classroom Private Remote
1 4480EUR 3680EUR
2 2765EUR 2340EUR
3 2193EUR 1893EUR
4 1908EUR 1670EUR
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