Advanced Statistics using SPSS Predictive Analytics Software Training Course

Course Code

advspsspas

Duration

28 hours (usually 4 days including breaks)

Requirements

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

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

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

Statistical Inference

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