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Stock Trading Strategies Based on Deep Reinforcement Learning.
Publication Type:Academic Journal
Source(s):Scientific Programming. 3/1/2022, p1-15. 15p.
- Authors:
- Li, Yawei
- Liu, Peipei
- Wang, Ze
Abstract:The purpose of stock market investment is to obtain more profits. In recent years, an increasing number of researchers have tried to implement stock trading based on machine learning. Facing the complex stock market, how to obtain effective information...
Stocks to Put on Your Watch List.
Publication Type:Periodical
Source(s):Kiplinger's Personal Finance. Aug2022, Vol. 76 Issue 8, p33-34. 2p. 1 Chart.
- Authors:
- Glassman, James K.
Abstract:In the five-week period ending March 15, the S&P 500 stock index dropped 30%, and I told readers that it was time to "get great companies at a reasonable price." Priced Right STOCKS TO POUNCE ON The stocks below are moving from Glassman's wish list to ...
How Many Stocks Should You Own? (cover story)
Publication Type:Periodical
Source(s):Kiplinger's Personal Finance. Jul2022, Vol. 76 Issue 7, p36-38. 2p. 1 Color Photograph, 1 Chart.
- Authors:
- Glassman, James K.
Abstract:Do you need international stocks or small-company stocks as well as large-caps to get true diversification? Mixed Bag FUNDS TO DIVERSIFY YOUR PORTFOLIO The assortment of stocks in the mutal funds and ETFs below can help limit your portfolio risk. The w...
Green bond market and Sentiment: Is there a switching Behaviour?
Publication Type:Academic Journal
Source(s):Journal of Business Research. Mar2022, Vol. 141, p520-527. 8p.
Abstract:We examine the impact of Twitter sentiment on the returns of four selected bond indices via the selection of relevant threshold variables, such as the S&P 500 Index, the VIX, and the MSCI World Index. If overreaction or underreaction to significant cha...
Interpretable Optimal Stopping.
Publication Type:Academic Journal
Source(s):Management Science. Mar2022, Vol. 68 Issue 3, p1616-1638. 23p.
- Authors:
- Ciocan, Dragos Florin
- Mišić, Velibor V.
Abstract:Optimal stopping is the problem of deciding when to stop a stochastic system to obtain the greatest reward, arising in numerous application areas such as finance, healthcare, and marketing. State-of-the-art methods for high-dimensional optimal stopping...
Speculation or hedging?—Options trading prior to FOMC announcements.
Publication Type:Academic Journal
Source(s):Journal of Futures Markets. Feb2022, Vol. 42 Issue 2, p212-230. 19p.
- Authors:
- Jiang, George J.
- Pan, Guanzhong
Abstract:This paper investigates options trading activity before Federal Open Market Committee (FOMC) announcements. We find evidence that informed traders use options to speculate on their private information for the upcoming FOMC announcements. Specifically, ...
Low-Volatility Funds Pay Off. (cover story)
Publication Type:Periodical
Source(s):Kiplinger's Personal Finance. Jul2022, Vol. 76 Issue 7, p35-35. 1p. 1 Diagram, 1 Chart, 1 Graph.
- Authors:
- HUANG, NELLIE S.
Abstract:Since the start of the year, U.S. stock funds with low-volatility strategies have dipped 7.7% on average, while the S&P 500 index has lost 13.1%. LOW-VOLATILITY FUNDS, WHICH AIM to offer a smoother ride, are living up to their name. The ETF's 10.2% ann...
Follow the leader: Index tracking with factor models.
Publication Type:Academic Journal
Source(s):Journal of Empirical Finance. Dec2021, Vol. 64, p337-350. 14p.
- Authors:
- Jiang, Pan
- Perez, M. Fabricio
Abstract:We propose a new methodology to select a subset of assets for (partial) index replication, based on the latest research on factor models of large dimensions. Our method selects a set of leader stocks that fully captures the factor structure of the inde...
Early evidence on the performance of hedged exchange traded funds.
Publication Type:Academic Journal
Source(s):Investment Analysts Journal. Nov 2021, Vol. 50 Issue 4, p242-257. 16p.
Abstract:This study provides early evidence on the performance of Hedged Exchange Traded Funds (HETFs), which were introduced around 2006. These securities track and enable retail investors to access two hedge fund strategies: global macro and long/short equity...
Rebalancing of exchange traded funds in stock market using option trading strategies.
Publication Type:Academic Journal
Source(s):Ekonomia i Prawo. Sep2021, Vol. 20 Issue 3, p513-527. 15p.
- Authors:
- ELEGETI, VINAYKUMAR
Abstract:Motivation: The finance and academic industries are highly discussed in the stock market trading domain. The increase in economic globalization shows the connection among stock markets in different countries, which produces the effect of risk conductio...