终于有空把高级时间序列的课程资料整理出来了。
此为美国某大学(详情参照syllabus)商学院“高级时间序列”课程资料。
此课程适合已经有时间序列基础,懂得AR、MA、ARMA模型的筒子们学习。
详情如下:
课本:Time Series Analysis-Univariate and Multivariate Methods
papers(参考文献):
Estimating Time Varying Risk Premia in the Term Structure: The Arch-M Model
Multivariate Stochastic Volatility via Wishart Processes
Conditional Heteroskedasticity in Asset Returns: A New Approach
Modeling Multiple Time Series With Applications
Modelling the Coherence in Short-Run Nominal Exchange Rates: A Multivariate Generalized Arch Model
Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
Risk and Volatility: Econometric Models and Financial Practice
有的能在网上下到,有的网上没有pdf版。
Lectures:
分开下载是2金币一个,lectures的压缩包里包含所有的课件,方便大家下载合集。
下了压缩包的筒子们就不用下单独的课件了。课件单独放是方便查阅某方面资料的同学。
每次课都有详细的讲解和sas程序,自学也没问题的哦~
Lecture1: REVIEW: STATIONARY TIME SERIES
Lecture2: DISTRIBUTED LAG MODELS
Lecture3: MULTIPLE INPUT TRANSFER FUNCTION MODELS
Lecture4: VECTOR TIME SERIES MODELS
Lecture5: COVARIANCE MATRIX FUNCTION OF VAR(1)
Lecture6: VAR AR Processes(Con.)
Lecture7: Vector ARMA Processes
Lecture8: Nonstationary Models
Lecture9: MODELING CONDITIONAL VARIANCES
Lecture10: GENERALIZED ARCH MODEL
Lecture11: EXPONENTIAL GARCH MODEL
Lecture12: Dynamic Linear Models (DLM) and State-Space Representation
Lecture13: Steady Model
data:
包括所有lecture的data和一些sas程序
Assigment:
每次课的作业和final exam。里面有我自己的sas program,也有要用到的数据,有的作业还有答案。所以收费高一点。给想真心学习的同学。
Lectures.rar
大小:(1.14 MB)
只需: 24 个论坛币
马上下载
本附件包括:
- DNSC_8328_Lecture_Set_1.pdf
- DNSC_8328_Lecture_Set_2.pdf
- DNSC_8328_Lecture_Set_3.pdf
- DNSC_8328_Lecture_Set_4.pdf
- DNSC_8328_Lecture_Set_5.pdf
- DNSC_8328_Lecture_Set_6.pdf
- DNSC_8328_Lecture_Set_7.pdf
- DNSC_8328_Lecture_Set_8.pdf
- DNSC_8328_Lecture_Set_9.pdf
- DNSC_8328_Lecture_Set_10.pdf
- DNSC_8328_Lecture_Set_11.pdf
- DNSC_8328_Lecture_Set_12.pdf
- DNSC_8328_Lecture_Set_13.pdf
Assignment.rar
大小:(288.86 KB)
只需: 18 个论坛币
马上下载
本附件包括:
- New Text Document.txt
- DNSC_8328_Final_2011.pdf