The Generalized Method of Moments Estimation

ثبت نشده
چکیده

11 THE GMM ESTIMATION 2 11.1 Consistency and Asymptotic Normality . . . . . . . . . . . . . . . . . . . . . 3 11.2 Regularity Conditions and Identification . . . . . . . . . . . . . . . . . . . . . 4 11.3 The GMM Interpretation of the OLS Estimation . . . . . . . . . . . . . . . . . 5 11.4 The GMM Interpretation of the MLE . . . . . . . . . . . . . . . . . . . . . . . 6 11.5 The GMM Estimation in the Over-Identification Case . . . . . . . . . . . . . . 7 11.6 The GMM Interpretation of the Instrumental Variable Estimation . . . . . . . . 10 11.7 The Restricted GMM Estimation . . . . . . . . . . . . . . . . . . . . . . . . . 11 11.7.1 Comparing Restricted and Unrestricted GMM Estimators . . . . . . . . 12 11.8 Hypothesis Testing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 11.8.1 Wald Test: . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 11.8.2 The Minimum χ2 Test: . . . . . . . . . . . . . . . . . . . . . . . . . . 14 11.8.3 The Lagrange Multiplier Test: . . . . . . . . . . . . . . . . . . . . . . 14 11.9 The GMM Interpretation of the Restricted OLS Estimation . . . . . . . . . . . 15

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Estimation of Parameters for an Extended Generalized Half Logistic Distribution Based on Complete and Censored Data

This paper considers an Extended Generalized Half Logistic distribution. We derive some properties of this distribution and then we discuss estimation of the distribution parameters by the methods of moments, maximum likelihood and the new method of minimum spacing distance estimator based on complete data. Also, maximum likelihood equations for estimating the parameters based on Type-I and Typ...

متن کامل

Distribution of Ratios of Generalized Order Statistics From Pareto Distribution and ‎Inference‎

‎The aim of this paper is to study distribution of ratios of generalized order statistics from pareto distribution. parameter estimation of Pareto distribution based on generalized order statistics and ratios of them have been obtained. Inferences using method of moments and unbiased estimator have been obtained to develop point estimations. Consistency of unbiased estimator has been illustrate...

متن کامل

Comparing the performance of GARCH (p,q) models with different methods of estimation for forecasting crude oil market volatility

The use of GARCH models to characterize crude oil price volatility is widely observed in the empirical literature. In this paper the efficiency of six univariate GARCH models and two methods of estimation the parameters for forecasting oil price volatility are examined and the best method for forecasting crude oil price volatility of Brent market is determined. All the examined models in this p...

متن کامل

Optimal Government Budget Allocation According to Aggregate Welfare using Generalized Method of Moments

How should the government budget be allocated to public education, higher education, health, transportation, IT, energy, or indirect public services including expenses on laws and regulations, business governance, and tax reforms. We examine data between 1989 and 2019 of public spending and their outcomes for each affair and title. The results show that despite that number of students declined ...

متن کامل

Examining the effect of CEO ower confidence on banks risk taking using the Generalized Method of Moments(GMM)

The aim of this study is to investigate the effect of CEO Overconfidence on banks Risk Taking using the Generalized Method of Moments (GMM) of banks in Tehran Stock. These Three dimensions Corporate Risk Taking in our tests :( Total Risk, Idiosyncratic Risk and Systematic Risk). For this purpose one hypotheses are developed and data on the 16 Bank in Tehran Stock Exchange for the period of 1390...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2004