Advanced Statistics using SPSS Predictive Analytics Software Treningskurs

Last updated

Kurskode

advspsspas

Varighet

28 timer (vanligvis 4 dag inkludert pauser)

Krav

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

Oversikt

Go :

Mestring av ferdigheten arbeide uavhengig med programmet SPSS for avansert bruk, dialogbokser og syntaks for kommandospråk for valgte analyseteknikker.

Adressatene:

Analytikere, forskere, forskere, studenter og alle de som ønsker å tilegne seg muligheten til å bruke SPSS-pakken og avansert nivå og lære de valgte statistiske modellene. Opplæring tar universelle analyseproblemer, og den er dedikert til en bestemt bransje

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Kursplan

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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