The Gaussian model

Financial Analytics in Google Sheets

David Ardia

Professor in Quantitative Methods for Finance

The Gaussian model

Histogram of the standard Gaussian model

Financial Analytics in Google Sheets

The Gaussian model

Theoretical probabilities

Financial Analytics in Google Sheets

The Gaussian model

Density curve: Not a probability!

Financial Analytics in Google Sheets

The Gaussian model

Financial Analytics in Google Sheets

The Gaussian model

Financial Analytics in Google Sheets

Function NORMDIST()

Financial Analytics in Google Sheets

Function NORMDIST(): density curve

Financial Analytics in Google Sheets

Function NORMDIST(): density curve

Financial Analytics in Google Sheets

Function NORMDIST(): density curve

Financial Analytics in Google Sheets

Function NORMDIST(): probability

Financial Analytics in Google Sheets

Function NORMDIST(): probability

Financial Analytics in Google Sheets

Function NORMDIST(): probability

Financial Analytics in Google Sheets

Function NORMDIST(): probability

Financial Analytics in Google Sheets

Function NORMDIST(): probability

Financial Analytics in Google Sheets

Gaussian parameters

  • Two parameters define the Gaussian model:
    • The location $m$
    • The dispersion $s$

Financial Analytics in Google Sheets

Modifying the location

Change the location to the left:

  • Set $m=-1$

Change the location to the right:

  • Set $m=1$

Financial Analytics in Google Sheets

Modifying the dispersion

Increase the dispersion:

  • Set $s=1.5$

Decrease the dispersion:

  • Set $s=0.5$

Financial Analytics in Google Sheets

Let's practice!

Financial Analytics in Google Sheets

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