Advanced Statistics using SPSS Predictive Analytics Software培训

课程编码

advspsspas

课程时长

28 小时 通常来说是4天,包括中间休息。

要求

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

课程概览

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使用SPSS程序独立掌握技能工作,以获得所选分析技术的高级用途,对话框和命令语言语法。

收件人:

分析师,研究人员,科学家,学生和所有想要获得使用SPSS包和高级水平并学习所选统计模型的人。培训涉及普遍分析问题,专门针对特定行业

Machine Translated

课程大纲

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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