Cursuri de pregatire Advanced Statistics using SPSS Predictive Analytics Software

Last updated

ID de curs

advspsspas

Durata

28 ore (usually 4 days including breaks)

Cerințe

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

Sinoptic

Go al:

Gestionarea independentă a muncii cu programul SPSS pentru utilizare avansată, casete de dialog și sintaxă de limbaj de comandă pentru tehnicile analitice selectate.

Destinatarii:

Analisti, cercetatori, oameni de stiinta, studenti si toti cei care doresc sa dobandeasca abilitatea de a folosi pachetul SPSS si nivelul avansat si de a invata modelele statistice selectate. Antrenamentul are probleme de analiză universală și este dedicat unei industrii specifice

Machine Translated

Schița de curs

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

Mărturii

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