FILES FOR SECOND EDITION:

SALARY vs. AGE BABY EXAMPLE (Chs 1, 3, and 6)

Excel file

COUNTRY RISK CASE (Ch 2)

Data: CSV file

Scaled Data: Excel file

Python Results: ipynb file zipped

Python Results: html file

PCA Results: Excel file

New 2019 data

IOWA HOUSE PRICE CASE: REGRESSION (Ch 3)

Definitions: Word file

Full Data Set: Excel file

Scaled Data: CSV file

Excel Results: Excel file

Python Implementation: ipynb file zipped

Python Implementation: html file

IOWA HOUSE PRICE CASE: DECISION TREE (Ch 4)

Decision Tree: Excel file

Training Set

Validation Set

Test Set

Python Implementation: ipynb file zipped

Python implementation: html file

IOWA HOUSE PRICE CASE: SVM REGRESSION (Ch 5)

SVM Regression Fig 5.7: Excel file

SVM Regression Fig 5.8: Excel file

LENDING CLUB CASE: LOGISTIC REGRESSION (Ch 3)

Definitions: Excel file

Full Data Set: Excel file

Training Set: Excel file

Test Set: Excel file

Excel Logistic regression: Excel file

Python Implementation Logistic Regression: ipynb file zipped

Python Implementation Logistic Regression: html file

LENDING CLUB CASE: DECISION TREE (Ch 4)

Training Set: Excel file

Test Set: Excel file

Excel Decision Tree: Excel file

Python Implementation Decision Tree: ipynb file zipped

Python Implementation Decision Tree: html file

SVM BABY EXAMPLE (Ch5)

Excel Implementation: Excel file

Python Implementation: ipynb file zipped

Python Implementation: html fil

BLACK-SCHOLES EXAMPLE (Ch6)

BlackScholesReplicationPythonImplementation:ipynb file zipped

BlackScholesReplicationPythonImplementation:html file

BlackScholesData: csv file

AUTOENCODER EXAMPLE (Ch6)

Excel Implementation

MULTI-ARMED BANDIT SIMULATION (Ch 7)

Simulation: Excel file

NIM SIMULATION (Ch7)

Simulation: Excel VBA

VOLATILITY SURFACE CASE (Ch 10)

PythonImplementation:jpynb file zipped

PythonImplementation: html file

Data

HEDGING CASE (Ch 10)

Python Implementation:ipynb file zipped

Python Implementation: html file