Behavioral finance in financial market theory, utility theory, portfolio theory and the necessary statistics: A review

D Nawrocki, F Viole - Journal of Behavioral and Experimental Finance, 2014 - Elsevier
We present an overview of behavioral finance’s consistent role in portfolio theory and
market theory through utility theory. Since Bernoulli, the subjective nature of utility has been …

[HTML][HTML] Predicting risk/return performance using upper partial moment/lower partial moment metrics

F Viole, D Nawrocki - Journal of Mathematical Finance, 2016 - scirp.org
Minimizing the classical definition of risk should be a counterintuitive venture as the explanatory
nature of historical metrics’ construction challenges their ability to serve a predictive …

[PDF][PDF] The utility of wealth in an upper-and lower-partial moment fabric

F Viole, D Nawrocki - Journal of Investing, 2011 - researchgate.net
Utility should be a function consisting of two autonomous sections both positive and negative,
that needs to be configurable to the individuals it is designed to represent. This is achieved …

Deriving nonlinear correlation coefficients from partial moments

F Viole, DN Nawrocki - Available at SSRN 2148522, 2012 - papers.ssrn.com
We introduce a nonlinear correlation coefficient metric derived from partial moments that
can be substituted for the Pearson correlation coefficient in linear instances as well. The …

Nonparametric regression using clusters

HD Vinod, F Viole - Computational Economics, 2018 - Springer
We present a fundamentally unique method of nonparametric regression using clusters and
test it against classically established methods. We compare two nonlinear regression …

An analysis of heterogeneous utility benchmarks in a zero return environment

F Viole, D Nawrocki - International Review of Financial Analysis, 2013 - Elsevier
The utility of an investor should be based on an acceptable loss in the loss region and a
target return in the gain region of a set of investment opportunities. The level of these …

Clustering and curve fitting by line segments

HD Vinod, F Viole - Available at SSRN 2861339, 2017 - papers.ssrn.com
Nonlinear nonparametric statistics (NNS) algorithm offers new tools for curve fitting. A
relationship between k-means clustering and NNS regression points is explored with graphics …

Estimation error and partial moments

D Nawrocki, F Viole - Available at SSRN 4445940, 2023 - papers.ssrn.com
While partial moments like semivariance, lower and upper partial moments have seen
acceptance by both academics and investment professionals, there are some who consider these …

[HTML][HTML] LPM density functions for the computation of the SD efficient set

F Viole, D Nawrocki - Journal of Mathematical Finance, 2016 - scirp.org
The equivalence between partial moments and stochastic dominance dates back to Bawa [1]
and Fishburn [2]. We present a test for first, second, and third degree stochastic dominance …

Cumulative distribution functions and UPM/LPM analysis

F Viole, DN Nawrocki - LPM Analysis (September 18, 2012), 2012 - papers.ssrn.com
We show that the Cumulative Distribution Function (CDF) is represented by the ratio of the
lower partial moment (LPM) ratio to the distribution for the interval in question. The addition of …