Combine all ingredients except for vanilla and pecans.
Cook on low heat until it reaches a soft ball stage or 236 degrees Fahrenheit.
Remove from heat.
Let cool until it reaches 150 degrees fahrenheit.
Stir in vanilla and finally pecans.
Spoon onto a greased foil sheet or baking pan until set.
Store in a cool dry air-tight container.