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Фактори на риска чрез главни компоненти×Модели на лихвените проценти (Васичек, CIR, Нелсън-Сийгъл)×
ОбластФинансиФинанси
СемействоRegression modelRegression model
Година на възникване19911977
СъздателLitterman & Scheinkman (bond-return factors); Connor & Korajczyk (statistical APT factors)Vasicek (1977); Nelson & Siegel (1987)
ТипStatistical factor model (dimension reduction)Term-structure / short-rate model
Основополагащ източникLitterman, R. & Scheinkman, J. (1991). Common Factors Affecting Bond Returns. Journal of Fixed Income, 1(1), 54-61. DOI ↗Vasicek, O. (1977). An Equilibrium Characterization of the Term Structure. Journal of Financial Economics, 5(2), 177–188. DOI ↗
Други названияrisk factor PCA, return covariance decomposition, statistical factor model, Risk Faktörü PCA (Getiri Kovaryans Ayrışımı)term structure models, short-rate models, yield curve models, Vasicek model
Свързани55
РезюмеRisk Factor PCA is a dimension-reduction method that decomposes the return covariance matrix of many assets into a small set of orthogonal principal components interpreted as systematic risk factors. Litterman and Scheinkman (1991) used it to show that bond returns are driven by a few common factors, and Connor and Korajczyk (1988) developed the statistical-factor interpretation for the APT.Interest rate models are structural models that describe how interest rates evolve over time within a stochastic differential equation framework. The family covers Vasicek's normal short-rate process (1977), the CIR square-root process, the adjustable Hull-White extension, and the Nelson-Siegel approach to fitting the yield curve (1987).
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Principal Component Risk Factors · Interest Rate Models. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare