Financial Econometrics, Mathematics and Statistics : Theory, Method and Application /

This rigorous textbook introduces graduate students to the principles of econometrics and statistics with a focus on methods and applications in financial research. Financial Econometrics, Mathematics, and Statistics illustrates tools and methods important for both finance and accounting that assist...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Lee, Cheng-Few (مؤلف), Chen, Hong-Yi (مؤلف), Lee, John (مؤلف)
الوثيقة: كتاب إلكتروني
اللغة:English
منشور في: New York, NY : Springer New York : Imprint: Springer, 2019.
الطبعة:1st ed. 2019.
الموضوعات:
الوصول للمادة أونلاين:https://library.sama.gov.sa/cgi-bin/koha/opac-retrieve-file.pl?id=fb08ca00cd4efbfebc297cfda035b3e6
الوسوم: إضافة وسم
لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!
جدول المحتويات:
  • Introduction to Financial Econometrics and Statistics
  • Part A: Regression and Financial Econometrics
  • Multiple Linear Regression
  • Other Topics in Applied Regression Analysis.-Simultaneous Equation Models.-Econometric Approach to Financial Analysis, Planning, and Forecasting
  • Fixed Effect vs Random Effect in Finance Research
  • Alternative Methods to Deal with Measurement Error.-Three Alternative Errors-in-Variables Estimation Methods in Testing Capital Asset Pricing Model
  • Spurious Regression and Data Mining in Conditional Asset Pricing Models.-Time-Series Analysis and Its Applications.-Time-Series: Analysis, Model, and Forecasting.-Hedge Ratio and Time-Series Analysis
  • The Binomial, Multi-Nominal Distributions and Option Pricing Model
  • Two Alternative Binomial Option Pricing Model Approaches to Derive Black-Scholes Option Pricing Model.-Normal, Lognormal Distribution, and Option Pricing Model.-Copula, Correlated Defaults, and Credit VaR.-Multivariate Analysis: Discriminant Analysis and Factor Analysis.-Stochastic Volatility Option Pricing Models
  • Alternative Method to Estimate Implied Variance: Review and Comparison
  • Numerical Valuation of Asian Options with Higher Moments in the Underlying Distribution.-Itô's Calculus: Derivation of the Black-Scholes Option Pricing Model.-Alternative Methods to Derive Option Pricing Models.-Constant Elasticity of Variance Option Pricing Model: Integration and Detailed Derivation
  • Option Pricing and Hedging Performance under Stochastic Volatility and Stochastic Interest Rates.-Non-Parametric Method for European Option Bounds.