APPENDIX AMath and Probability Review
A.1 CALCULUS AND DIFFERENTIATION RULES
For a given function 
, its derivative, 
, is defined as
For a constant 
, if 
, 
and 
. For two given functions 
, the following relations hold:
- Product Rule:
- Quotient Rule:
- Chain Rule: Let
. Then
- Power Rule, Exponential, ...
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