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This paper aims to forecast the Market Risk premium (MRP) in the US stock market by applying machine learning techniques, namely the Multilayer Perceptron Network (MLP), the Elman Network (EN) and the Higher Order Neural Network (HONN). Furthermore, Univariate ARMA and Exponential Smoothing...
Persistent link: https://www.econbiz.de/10011454074
This paper examines the evidence regarding predictability in the market risk premium using artificial neural networks (ANNs), namely the Elman Network (EN) and the Higher Order Neural network (HONN), univariate ARMA and exponential smoothing techniques, such as Single Exponential Smoothing (SES)...
Persistent link: https://www.econbiz.de/10011454082
Option-implied moments, like implied volatility, contain useful information about an underlying asset's return distribution, but are derived under the risk-neutral probability measure. This paper shows how to convert risk-neutral moments into the corresponding physical ones. The main theoretical...
Persistent link: https://www.econbiz.de/10010399367
Persistent link: https://www.econbiz.de/10014281686
Standard factor pricing models do not capture well the common time-series or cross-sectional variation in average returns of financial stocks. We propose a five-factor asset pricing model that complements the standard Fama and French (1993) three-factor model with a financial sector ROE factor...
Persistent link: https://www.econbiz.de/10011410520
Does the world experience a secular decline in capital productivity? Due to the long-run downward trend in interest rates, some economists do think so. However, this reasoning equates capital productivity with interest, which is a critical assumption. This paper presents a new proxy that can be...
Persistent link: https://www.econbiz.de/10011488650
The corporate sector has turned from a net borrowing position to a net lending position in many advanced countries over the past decades. This phenomenon is rather unusual as the corporate sector had historically borrowed funds from other sectors in the economy. In this paper, we analyze how...
Persistent link: https://www.econbiz.de/10012137922
Persistent link: https://www.econbiz.de/10012126059
Financial management in a company is a decision process subject to achievement of the main goal of the company, that is its value maximization. Estimation of the cost of capital is of great significance in this area. The cost of capital affects the key decisions of the board concerning the scale...
Persistent link: https://www.econbiz.de/10012030741
We investigate the cost of capital in a model with an agency conflict between inside managers and outside shareholders. Inside ownership reflects the classic tradeoff between incentives and risk diversification, and the severity of agency costs depends on a parameter representing investor...
Persistent link: https://www.econbiz.de/10011623466