Impact of Technical Indicators and Leading Indicators on Stock Trends on the Internet of Things

Table 2

Technical indicators used in this paper.

Category	Technical analysis indicators
Overlap study indicator	BBANDS, DEMA, EMA, HMA1, HT_TRENDLINE, KAMA, MAMA, MAVP,; MIDPOINT, MIDPRICE, T3, TRIMA, WMA
Momentum indicator	ADX, ADXR, APO, AROON, AROONOSC, BOP, CCI, CMO, DX, MACD, MFI,; MINUS_DI, MINUS_DM, MOM, PLUS_DI, PLUS_DM, PPO, ROC, ROCP,; ROCR, ROCR100, RSI, STOCH, STOCHF, STOCHRSI, TRIX, ULTOSC, WILLR
Volume indicators	AD, ADOSC, OBV
Volatility indicator	ATR, NATR, TRANGE
Price transform indicator	TYPPRICE, WCLPRICE
Cycle indicator	HT_DCPERIOD, HT_DCPHASE, HT_PHASOR, HT_SINE, HT_TRENDMODE
Statistic indicator	BETA, CORREL, LINEARREG, LINEARREG_ANGLE, LINEARREG_INTERCEPT,; LINEARREG_SLOPE, STDDEV, TSF, VAR

¹HMA: Hull moving average. Hull moving average was put forward by Hull [47] in 2015 to solve the lag of the moving average. It is smoother than the general moving average and more sensitive to price changes. The formulas are as follows: , where