Research Article

Modeling Traders’ Behavior with Deep Learning and Machine Learning Methods: Evidence from BIST 100 Index

Table 2

Selected technical indicators.

NameDescription

OPPOpening price of period
HPPHighest price of period
LPPLowest price of period
CPPClosing price of period
ROC (x)Rate of change of closing price
ROCP (x)Percentage rate of change of closing price
%KStochastic oscillator
%DMoving average of % for x period
BRBias ratio
MA (x)Moving average of x periods
EMA (x)Exponential moving average of x periods
TEMA (x)Triple exponential moving average of x periods
MOM (x)Momentum
MACD (x, y)Moving average convergence divergence of x periods
PPO (x, y)Percentage price oscillator
CCI (x)Commodity channel index
WILLR (x)William’s %
RSI (x)Relative strength index
ULTOSC (x, y, z)Ultimate oscillator
RSI (x)Relative strength index
RDP (x)Relative difference in percentage
ATR (x)Average true range
MEDPRICE (x)Median price
MIDPRICE (x)Medium price
SignalLine (x, y)Signal/trigger line
HHPP (x)Highest closing price of last x periods
LLPP (x)Lowest closing price of last x periods