A Hybrid Lifecycle Net Worth Optimization Model

ABSTRACT Financial advice is fragmented and not living up to its potential. Despite 75+ years of coexistence, the lifecycle models stemming from Ramsey (1926), Fisher (1930), Modigliani and Brumberg (1954), Friedman (1957), Modigliani (1966), Samuelson (1969), Merton (1969, 1971, 1992), as well as others, and the single‐period optimization models of de Finetti (1940 [2006]), Roy (1952), Tobin (1958), and Markowitz (1952, 1959, 1987) have largely remained separate; let alone, have they been brought together in a meaningful way. This lack of connection is indicative of the current paradigm of disconnected piecemeal approaches that dominate financial planning and investing. Building on the insights of Samuelson (1969) and Fama (1970) and methods developed by Idzorek and Kaplan (2024), we link lifecycle models and mean–variance optimization models into a combined, integrated model. This model simultaneously provides unified financial planning associated with lifecycle finance with integrated portfolio recommendations from single‐period optimization models. We argue that the industry should move toward an interconnected, hybrid lifecycle net worth optimization model.

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Publication Details

Journal
Financial Planning Review
Published
2025-11-27
DOI
https://doi.org/10.1002/cfp2.70018
Primary Topic
Risk and Portfolio Optimization
Type
article
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article

A Hybrid Lifecycle Net Worth Optimization Model

Paul D. Kaplan, Thomas M. Idzorek
Financial Planning Review
Risk and Portfolio Optimization
article

A Hybrid Lifecycle Net Worth Optimization Model

Paul D. Kaplan, Thomas M. Idzorek
article en

Abstract

ABSTRACT Financial advice is fragmented and not living up to its potential. Despite 75+ years of coexistence, the lifecycle models stemming from Ramsey (1926), Fisher (1930), Modigliani and Brumberg (1954), Friedman (1957), Modigliani (1966), Samuelson (1969), Merton (1969, 1971, 1992), as well as others, and the single‐period optimization models of de Finetti (1940 [2006]), Roy (1952), Tobin (1958), and Markowitz (1952, 1959, 1987) have largely remained separate; let alone, have they been brought together in a meaningful way. This lack of connection is indicative of the current paradigm of disconnected piecemeal approaches that dominate financial planning and investing. Building on the insights of Samuelson (1969) and Fama (1970) and methods developed by Idzorek and Kaplan (2024), we link lifecycle models and mean–variance optimization models into a combined, integrated model. This model simultaneously provides unified financial planning associated with lifecycle finance with integrated portfolio recommendations from single‐period optimization models. We argue that the industry should move toward an interconnected, hybrid lifecycle net worth optimization model.

Financial Planning ReviewVol. 8(4)
Probity Medical Research (CA), Morningside College (US)
Openalex Percentile: Top 58%
Risk and Portfolio Optimization
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A Hybrid Lifecycle Net Worth Optimization Model — Paul D. Kaplan, Thomas M. Idzorek · Financial Planning Review (2025) | TGRS Research Map | TGRS