In: Finance
Please succinctly explain the difference between Random Walk and Martingale hypothesis
Defination of Random Walk and Martingale hypothesis :
A) Random Walk Theory :
Random walk theory suggests that changes in stock prices have the
same distribution and are independent of each other. This also
believes that it can not use the past move or pattern of a stock
price or economy to forecast the future movement.
In short, random walk theory notes that stocks take a wild and
unpredictable direction that makes all methods of stock price
prediction useless in the long run.
B) Martingale Theory :
The Martingale Hypothesis defines that the level of any variable in
is equal to the price of the same variable in t using all the
information provided in the past. The martingale is a stochastic
process, if conditions are met, and is maintained.
The difference between above theory :
Random walking is a discreet time process, vs Basically a continuous time limit for a random walk is not technically a random walk, although it is a Martingale.
The process of Martingale is similar to a one-dimensional random
walk.
The only difference is that can change the size of our bet.